Deep Learning Jobs in Lebanon

<h2 class="h5">Job description</h2> <div class="t-break" data-jb-field="description"> Result of Service<br>Ultimate Results of Service and Delivery Dates • Inception Report: The evaluator will submit a draft Inception Report totalling not more than 10 pages, in addition to associated annexes. The Inception Report will summarize the desk review and propose the evaluation methodology and sampling strategy/ies to be used in the evaluation, along with a detailed workplan, draft evaluation matrix, stakeholder matrix, and quality assurance mechanism. Any revisions to the Inception Report will be implemented no later than one week following receipt of comments. o The Inception Report shall, where relevant, address the integration of human rights, disability inclusion, gender equality, and environmental issues. The Inception Report should contain ideas for further exploration to support organisational learning, to be done either as part of this evaluation or separately by ESCWA itself. • Debriefing Meeting: Following the completion of the data collection and field mission phase, and prior to the delivery of the draft evaluation report, the evaluator should hold a debriefing meeting for the presentation of the preliminary findings to the project team. • Draft Evaluation Report: Following data collection and the analysis of findings, the evaluator will submit a Draft Evaluation Report. The Draft Evaluation Report will be user-friendly, well-structured and evidence-based, totalling not more than 40 pages, in addition to a 2-page Executive Summary and associated annexes. • The Draft Evaluation Report will summarize the agreed-upon methodology listed in the Inception Report, describe the evaluation’s data collection and analytical approach, and present findings. In addition, the evaluator should develop clear action-oriented recommendations, which are forward-looking and will enable ESCWA to leverage and capitalize on innovative practices emerging from the Reform. o The Draft Evaluation Report will be reviewed by ESCWA’s SPARK Section, and the programme team, before being discussed with the evaluator. • Final Evaluation Report: The Final Evaluation Report that should incorporate the comments and feedback from the Evaluation Manager and the programme team, is expected. The Final Evaluation Report shall, where relevant, address the integration of human rights, disability inclusion, gender equality, and environmental issues. o The Final Evaluation Report shall contain information (data, findings, expert views) that may allow ESCWA to identify lessons for wider organisational learning or for potential changes to relevant organisational policies, irrespective of the extent to which the evaluation recommendations make reference to such information.<br> Work Location<br>Remote<br> Expected duration<br>5 Months<br> Duties and Responsibilities<br>Background Subprogramme 4 Statistics, the information society and technology (subprogramme 4) aims to strengthen official statistical systems and advance the information society in the Arab region by improving the quality, availability and use of data, while accelerating the integration of technology and innovation for sustainable development. It focuses on enhancing national statistical capacities to adopt international standards and innovative data sources; supporting evidence based policymaking through improved production and use of statistics, including gender and disability data; and guiding digital transformation through policy advice on emerging technologies. The subprogramme also promotes regional dialogue and partnerships among governments, experts, civil society and the private sector to maximize the value of statistics, geospatial data, digitization and new technologies in support of the 2030 Agenda. Duties and Responsibilities Purpose of the Evaluation Evaluations at ESCWA strive to demonstrate the difference that is being made by the work of ESCWA, and its impact on member States and their citizens. This evaluation will aim to determine the extent to which subprogramme 4 is achieving its intended results, the pathway to these results, and the elements that contribute most significantly to the achievement of these results. In addition, it will also consider how the project brings about any unintended results that may have occurred. The evaluation will serve three main purposes: • It will provide a basis for evidence-informed decision-making, strategic planning, and risk management. • It is a means to demonstrate accountability to the organization’s Executive Management and member States for performance, relative to ESCWA’s mandate and strategic objectives. • It will inform and facilitate organizational learning by identifying evidence-based findings, lessons to be learned, and recommendations for action that enhance the next generation of ESCWA’s work. The evaluation will therefore take both a summative and a formative approach. It will look at results achieved or not achieved so far (summative) with a view to inform ESCWA’s work in the future (formative). The evaluation will be conducted in line with ESCWA’s Evaluation Policy (2025), and the UNEG Norms and Standards for Evaluation.. The evaluation will strive to employ development best practices with regard to promoting gender equality and a human rights-based approach, including the rights of persons with disabilities. The evaluation will be facilitated and coordinated by ESCWA’s Strategic Planning, Accountability, Results and Knowledge team. Scope of the Evaluation The evaluation will be forward-looking and will objectively and systematically assess the performance of the subprogramme in terms of its relevance, coherence, effectiveness, efficiency, impact, and sustainability. Furthermore, the evaluation will assess the extent to which gender, human rights, disability inclusion, environmental concerns, and other cross-cutting issues were incorporated or mainstreamed into the subprogramme. The evaluation will cover the period from January 2020 to December 2025. Areas of focus for each sub-programme evaluation include: • Key aspects of UN and ESCWA reforms, including the merger of the Statistics Division and the Technology for Development Division into one Cluster, as relevant; • The overall coherence of the subprogramme’s work and the extent to which its work has been synergetic; • The relevant IT- and AI-enabled tools/systems/platforms developed by the subprogramme; • Organisation-wide policies, as relevant, to promote organisational learning. Evaluation Criteria The following key evaluation questions per criteria will guide the evaluation. The evaluator/s is expected to refine evaluation questions where necessary and to include the refinement in the Inception Report. Relevance • To what extent are the objectives and expected accomplishments of the subprogramme aligned with: o ESCWA's strategic framework and programme budget? o Regional development priorities and challenges? o The 2030 Agenda and relevant SDGs? • To what extent do the subprogramme's interventions respond to the evolving needs and priorities of member States? • How well do the subprogramme's products and services (research, policy advice, capacity-building, convening) address identified gaps and demands? • To what extent are the needs and priorities of vulnerable or marginalized population groups reflected in the subprogramme's design and implementation? • How relevant are the subprogramme's thematic areas and approaches in the current regional context? • To what extent has the subprogramme adapted to emerging regional challenges and opportunities? Coherence • To what extent did the merger of the Statistics and Technology divisions create positive synergies, or did it result in parallel, siloed work streams? • How well does the subprogramme align its data and technology initiatives with the interventions of UN Country Teams and the League of Arab States to avoid duplication? • How well does subprogramme 4 align its scope and collaborate with other teams in ESCWA to avoid duplication and improve efficiency? For example with DSDSD. • Are there opportunities for greater coordination, collaboration, or integration with other subprogrammes within ESCWA and other institutions? Effectiveness • To what extent have the planned outputs and activities been delivered as intended? • To what extent have the expected accomplishments/outcomes been achieved? • How effectively has the subprogramme contributed to strengthening the capacities of member States and other stakeholders? • To what extent have knowledge products and policy recommendations been utilized by target stakeholders? • What factors facilitated or hindered the achievement of results? • How effectively has the subprogramme integrated cross-cutting issues such as gender equality, human rights, disability inclusion, youth, and environmental sustainability? • How could other factors have contributed to the achievement of the identified results? • How were key partnerships integrated in the delivery of the programme to maximise the achievement of results? Efficiency • To what extent were financial, human, and technical resources used efficiently to produce outputs and outcomes? • To what extent were management arrangements conducive to efficient implementation? • How cost-effective were the different types of interventions (e.g., research, policy advisory services, capacity-building, regional forums)? • To what extent did coordination within ESCWA and with external partners reduce duplication and generate synergies? • Were monitoring, reporting, and learning mechanisms adequate to support adaptive management and efficient implementation? • Could similar results have been achieved with fewer resources or through alternative approaches? Impact • What, if any, high-level effects did the programme cause (such as changes in norms or systems)? • To what extent has the subprogramme influenced policies, legislation, strategies, institutions, or practices in member States? • To what extent has the subprogramme contributed to regional cooperation, knowledge exchange, and policy dialogue? • To what extent did the intervention lead to other changes, including “scalable” or “replicable” results? • While long-term transformative impact may be difficult to measure, what 'early signals' of impact – such as specific policy adoption, changes to statistical regulations, or behavioral shifts – can be directly traced to the subprogramme's interventions? Sustainability • Have capacities, systems, and institutional arrangements been strengthened sufficiently to maintain benefits? • To what extent have knowledge products, tools, methodologies, and networks continued to be used after their initial delivery? • What risks could affect the sustainability of the results, and how have they been addressed? • Did the subprogramme successfully establish formal 'institutional homes' (e.g., permanent national observatories, explicit operational manuals, or formal focal points) within Member State governments to ensure tools and data platforms survive beyond ESCWA's direct involvement? • To what extent has the subprogramme fostered partnerships and mechanisms that can support continued implementation and scaling up? • What evidence is available to indicate that the results of the programme can be maintained by stakeholders? Gender, Human Rights, Disability Inclusion, and Environmental Issues • To what extent were issues of gender, human rights, disability inclusion, and the environment incorporated into the design, planning, implementation, and monitoring and evaluation practices of the programme, as well as the results achieved? • To what extent did the programme respond to and affect the rights, needs and interests of different stakeholders, including women, men, youth, people with disabilities and other marginalized groups? Evaluation Methodology Management and Governance Arrangements All evaluation methodologies are to be reviewed by ESCWA’s SPARK Section and approved by ESCWA’s Senior Management. • The evaluation will be conducted by an external consultant/s. • The evaluator is expected to identify the main objectives achieved through the implementation of the programme, intended and unintended, as established by key stakeholders and relevant documentation, and the pathways that led to achieving them, with particular focus on innovative practices and initiatives that can be leveraged to further enhance ESCWA’s work. • The evaluator is expected to ensure a mixed method (qualitative and quantitative), inclusive, and participatory approach, with adequate triangulation across methods, to arrive at credible, reliable, and unbiased findings. • The evaluator will also ensure that all aspects of the evaluation are gender and human rights sensitive (including a special focus on the rights with person with disabilities). In addition, the evaluator must ensure that he/she always complies with the UNEG Ethical Guidelines for Evaluation during the conduct of the evaluation. The above methodology is indicative. The evaluator is expected to build upon it and present a robust evaluation methodology within the inception report, including addressing and refining the evaluation questions. Quality Assurance Mechanism The evaluator will employ a quality assurance mechanism of her/his preference (either an internal or an external system can be used), which will provide quality checks throughout the evaluation process. This quality assurance mechanism will be indicated in the Inception Report and in the Final Evaluation Report. In addition, ESCWA will review the evaluation report prior to finalization to ensure that it aligns with the UNEG Quality Checklist for Evaluation Reports , particularly with reference to the quality of recommendations. Evaluation Ethics The evaluation will be conducted in accordance with the principles outlined in the UNEG Ethical Guidelines for Evaluation; and all rights and confidentiality of information providers will be prioritized and safeguarded as per UNEG Ethical Guidelines for Evaluation.<br> Qualifications/special skills<br>A Master's degree in management, evaluation, or related area is required. All candidates must submit a copy of the required educational degree. Incomplete applications will not be reviewed. Minimum of 5 years of experience conducting assessments, reviews or evaluations of projects, programmes or policies in the UN or international context is required. A high level of knowledge in the distilling, communication and reporting of findings, forward-looking recommendations, best practices, and lessons learned is required. Excellent oral and written communication skills and the ability to effectively convey complex information in a clear and concise manner to both governmental and UN audiences is required. Work experience in STATISTICS and/or THE INFORMATION SOCIETY AND TECHNOLOGY issues is desirable.<br> Languages<br>English and French are the working languages of the United Nations Secretariat; and Arabic is a working language of ESCWA. For this position, fluency in English is required. Fluency in Arabic is desirable. Note: “Fluency” equals a rating of ‘fluent’ in all four areas (speak, read, write, and understand) and “Knowledge of” equals a rating of ‘confident’ in two of the four areas.<br> Additional Information<br>Not available.<br> No Fee<br>THE UNITED NATIONS DOES NOT CHARGE A FEE AT ANY STAGE OF THE RECRUITMENT PROCESS (APPLICATION, INTERVIEW MEETING, PROCESSING, OR TRAINING). THE UNITED NATIONS DOES NOT CONCERN ITSELF WITH INFORMATION ON APPLICANTS’ BANK ACCOUNTS.<br><br><br> </div>

We’re seeking a frontend engineer to help us with our enterprise resource planning (ERP) platform built exclusively for the jewelry industry. <br> <br>Our ideal candidate has a firm understanding of web development and frameworks. You’ll be joining a small team working at the forefront of new technology and ultimately deliver amazing global user experiences. <br> <br>What you’ll do <br> <br>Work primarily in Typescript, and Angular (2+) <br>Develop visually appealing front end website architecture, including translating designer mock-ups and wireframes into front-end applications and code <br>Ensure that non-functional requirements such as security, performance, maintainability, scalability, usability, and reliability are being considered when architecting solutions. <br> <br>Keep job knowledge up-to-date by studying new development tools, programming techniques, and computing equipment; maintaining personal and professional networks; <br> <br>Build highly scalable distributed solutions that enable positive user experiences and measurable business growth <br> <br>Develop new features in support of rapidly emerging business and project requirements <br>Work with agile development methodologies, adhering to best practices and pursuing continued learning opportunities <br> <br>Prepare and maintain end user and administrative and technical documentation <br> <br>Understand, analyze, and implement business needs, feature modification requests, and convert them into software components <br> <br>Provide ideas for innovation in development, performance improvements, process improvement and testing <br> <br>Develop cross-platform software products for use on web, tablet, and mobile <br> <br>Own medium-to-large-sized features from technical design through completion <br>Write clean, correct code incorporating feedback from code reviews; consistently follow best practices <br> <br>Provide helpful and clear feedback to peers in code reviews <br> <br>Make well-reasoned design decisions, recognizing tradeoffs and considering priorities <br>Understand the product vision - including the business area, customer personas, and priorities <br>Empathize with users and use that empathy to guide decision-making <br>Regularly communicate with the team members, participate in status meetings, code reviews and design and brainstorming sessions <br>Debug, fix, and improve existing software <br>Help write new design patterns, improve and adapt existing design component integration <br>Able to interpret and follow requirements and be comfortable raising questions or issues with proposed solutions or a clear path to gaining a solution <br> <br>Requirements <br>Should have 3-5 years of hands-on experience in Angular <br>Proficiency in frontend technologies such as JavaScript, Typescript, CSS, Angular Material and HTML5 <br>Good knowledge in creating reusable, scalable, extensible, and testable modules, components, and libraries <br>Good to have Ag-Grid, Angular Material knowledge <br>Experience utilizing Source code control software (Git, Jenkins) <br>GIT experience submitting pull requests and reviewing/approving pull requests <br>An understanding of programming fundamentals (Object Oriented Programming, data structures, algorithms, client-server application architecture) <br>Knowledge of how to use RESTful APIs <br>Bachelor’s degree in Computer Science, Engineering, or related field <br>Should have excellent verbal and written communication skills <br>Ability to understand end-user needs and user experience <br>Writing efficient, reusable, testable, and scalable code <br>Fluent in English <br> <br>Preferred qualifications <br>Interest in in learning new tools, languages, workflows, and philosophies to grow <br>Strong design and interpretations skills, including the ability to understand business requirements and translate them into efficient and effective user interfaces <br>Persistent in the face of roadblocks; dispatch them efficiently, pulling in others as necessary, all while requiring minimal direction/oversight <br>Good understanding of responsive web design best practices and web performance optimization techniques <br>Attention to detail <br>Good problem-solving skills

We’re seeking a frontend engineer to help us with our enterprise resource planning (ERP) platform built exclusively for the jewelry industry. <br> <br>Our ideal candidate has a firm understanding of web development and frameworks. You’ll be joining a small team working at the forefront of new technology and ultimately deliver amazing global user experiences. <br> <br>What you’ll do <br> <br>Work primarily in Typescript, and Angular (2+) <br>Develop visually appealing front end website architecture, including translating designer mock-ups and wireframes into front-end applications and code <br>Ensure that non-functional requirements such as security, performance, maintainability, scalability, usability, and reliability are being considered when architecting solutions. <br> <br>Keep job knowledge up-to-date by studying new development tools, programming techniques, and computing equipment; maintaining personal and professional networks; <br> <br>Build highly scalable distributed solutions that enable positive user experiences and measurable business growth <br> <br>Develop new features in support of rapidly emerging business and project requirements <br>Work with agile development methodologies, adhering to best practices and pursuing continued learning opportunities <br> <br>Prepare and maintain end user and administrative and technical documentation <br> <br>Understand, analyze, and implement business needs, feature modification requests, and convert them into software components <br> <br>Provide ideas for innovation in development, performance improvements, process improvement and testing <br> <br>Develop cross-platform software products for use on web, tablet, and mobile <br> <br>Own medium-to-large-sized features from technical design through completion <br>Write clean, correct code incorporating feedback from code reviews; consistently follow best practices <br> <br>Provide helpful and clear feedback to peers in code reviews <br> <br>Make well-reasoned design decisions, recognizing tradeoffs and considering priorities <br>Understand the product vision - including the business area, customer personas, and priorities <br>Empathize with users and use that empathy to guide decision-making <br>Regularly communicate with the team members, participate in status meetings, code reviews and design and brainstorming sessions <br>Debug, fix, and improve existing software <br>Help write new design patterns, improve and adapt existing design component integration <br>Able to interpret and follow requirements and be comfortable raising questions or issues with proposed solutions or a clear path to gaining a solution <br> <br>Requirements <br>Should have 3-5 years of hands-on experience in Angular <br>Proficiency in frontend technologies such as JavaScript, Typescript, CSS, Angular Material and HTML5 <br>Good knowledge in creating reusable, scalable, extensible, and testable modules, components, and libraries <br>Good to have Ag-Grid, Angular Material knowledge <br>Experience utilizing Source code control software (Git, Jenkins) <br>GIT experience submitting pull requests and reviewing/approving pull requests <br>An understanding of programming fundamentals (Object Oriented Programming, data structures, algorithms, client-server application architecture) <br>Knowledge of how to use RESTful APIs <br>Bachelor’s degree in Computer Science, Engineering, or related field <br>Should have excellent verbal and written communication skills <br>Ability to understand end-user needs and user experience <br>Writing efficient, reusable, testable, and scalable code <br>Fluent in English <br> <br>Preferred qualifications <br>Interest in in learning new tools, languages, workflows, and philosophies to grow <br>Strong design and interpretations skills, including the ability to understand business requirements and translate them into efficient and effective user interfaces <br>Persistent in the face of roadblocks; dispatch them efficiently, pulling in others as necessary, all while requiring minimal direction/oversight <br>Good understanding of responsive web design best practices and web performance optimization techniques <br>Attention to detail <br>Good problem-solving skills

We’re seeking a frontend engineer to help us with our enterprise resource planning (ERP) platform built exclusively for the jewelry industry. <br> <br>Our ideal candidate has a firm understanding of web development and frameworks. You’ll be joining a small team working at the forefront of new technology and ultimately deliver amazing global user experiences. <br> <br>What you’ll do <br> <br>Work primarily in Typescript, and Angular (2+) <br>Develop visually appealing front end website architecture, including translating designer mock-ups and wireframes into front-end applications and code <br>Ensure that non-functional requirements such as security, performance, maintainability, scalability, usability, and reliability are being considered when architecting solutions. <br> <br>Keep job knowledge up-to-date by studying new development tools, programming techniques, and computing equipment; maintaining personal and professional networks; <br> <br>Build highly scalable distributed solutions that enable positive user experiences and measurable business growth <br> <br>Develop new features in support of rapidly emerging business and project requirements <br>Work with agile development methodologies, adhering to best practices and pursuing continued learning opportunities <br> <br>Prepare and maintain end user and administrative and technical documentation <br> <br>Understand, analyze, and implement business needs, feature modification requests, and convert them into software components <br> <br>Provide ideas for innovation in development, performance improvements, process improvement and testing <br> <br>Develop cross-platform software products for use on web, tablet, and mobile <br> <br>Own medium-to-large-sized features from technical design through completion <br>Write clean, correct code incorporating feedback from code reviews; consistently follow best practices <br> <br>Provide helpful and clear feedback to peers in code reviews <br> <br>Make well-reasoned design decisions, recognizing tradeoffs and considering priorities <br>Understand the product vision - including the business area, customer personas, and priorities <br>Empathize with users and use that empathy to guide decision-making <br>Regularly communicate with the team members, participate in status meetings, code reviews and design and brainstorming sessions <br>Debug, fix, and improve existing software <br>Help write new design patterns, improve and adapt existing design component integration <br>Able to interpret and follow requirements and be comfortable raising questions or issues with proposed solutions or a clear path to gaining a solution <br> <br>Requirements <br>Should have 3-5 years of hands-on experience in Angular <br>Proficiency in frontend technologies such as JavaScript, Typescript, CSS, Angular Material and HTML5 <br>Good knowledge in creating reusable, scalable, extensible, and testable modules, components, and libraries <br>Good to have Ag-Grid, Angular Material knowledge <br>Experience utilizing Source code control software (Git, Jenkins) <br>GIT experience submitting pull requests and reviewing/approving pull requests <br>An understanding of programming fundamentals (Object Oriented Programming, data structures, algorithms, client-server application architecture) <br>Knowledge of how to use RESTful APIs <br>Bachelor’s degree in Computer Science, Engineering, or related field <br>Should have excellent verbal and written communication skills <br>Ability to understand end-user needs and user experience <br>Writing efficient, reusable, testable, and scalable code <br>Fluent in English <br> <br>Preferred qualifications <br>Interest in in learning new tools, languages, workflows, and philosophies to grow <br>Strong design and interpretations skills, including the ability to understand business requirements and translate them into efficient and effective user interfaces <br>Persistent in the face of roadblocks; dispatch them efficiently, pulling in others as necessary, all while requiring minimal direction/oversight <br>Good understanding of responsive web design best practices and web performance optimization techniques <br>Attention to detail <br>Good problem-solving skills

<section><p class="heading jdMain">Job Description</p><p class="heading">Roles &amp; Responsibilities</p><div class="paragraph"><p>We are seeking a talented and motivated Python Developer to join our dynamic engineering team. As a key contributor, you will be responsible for designing, building, and maintaining efficient, reusable, and reliable Python code. If you are passionate about software development, enjoy solving complex problems, and thrive in a collaborative environment, we want to hear from you. Job Purpose The primary purpose of this role is to develop high-quality software solutions using Python, ensuring optimal performance, scalability, and reliability of our applications while collaborating with cross-functional teams to deliver on business objectives. Job Duties and Responsibilities Write and maintain clean, scalable Python code Develop and integrate RESTful APIs Collaborate with front-end developers to integrate user-facing elements Identify and fix bottlenecks and bugs Participate in code reviews and knowledge sharing Design and implement data storage solutions Write unit tests and ensure code quality Contribute to system architecture decisions</p></div></section><section><p class="heading">Desired Candidate Profile</p><p class="paragraph"></p><ul><li>Proficiency in Python programming</li><li>Experience with web frameworks (e.g., Django, Flask, FastAPI)</li><li>Understanding of RESTful API design</li><li>Knowledge of database systems (SQL and NoSQL)</li><li>Familiarity with version control (Git)</li><li>Strong problem-solving skills</li><li>Excellent communication and teamwork abilities</li><li>Experience with testing frameworks (e.g., PyTest, unittest)</li></ul><p></p></section>

Amaken is seeking to hire a Technology Buyer to join a fast-growing technology and engineering company based in Kab Elias, Lebanon. <br> <br>This role plays a critical part in ensuring the timely, cost-effective, and efficient procurement of technology products, including servers, networking equipment, software licenses, peripherals, and components. <br> <br>The successful candidate will manage supplier relationships, negotiate commercial terms, coordinate logistics, and oversee procurement-related financial processes from end to end. <br> <br>Key Responsibilities: <br> <br>1. Sourcing & Pricing <br>• Research, identify, and evaluate reliable suppliers and vendors for technology products, including hardware, software, and electronic components. <br>• Conduct market research and price benchmarking to ensure competitive procurement strategies. <br>• Obtain, compare, and analyze quotations from multiple suppliers to support best-value purchasing decisions. <br>• Maintain and regularly update pricing databases for frequently purchased technology products. <br>• Monitor market trends, product availability, and pricing fluctuations within the technology sector. <br> <br>2. Supplier Negotiation & Commercial Management <br>• Lead negotiations with suppliers regarding pricing, payment terms, lead times, warranties, and after-sales support. <br>• Establish and maintain strong, long-term supplier relationships to achieve ongoing commercial benefits. <br>• Renegotiate contracts and commercial agreements periodically in line with market conditions and business requirements. <br>• Ensure procurement activities comply with company policies and contractual obligations. <br> <br>3. Logistics & Supply Chain Coordination <br>• Coordinate end-to-end logistics for domestic and international shipments, including freight arrangements, customs clearance, and final delivery. <br>• Track purchase orders and delivery schedules, proactively resolving delays, discrepancies, or supply chain issues. <br>• Liaise with freight forwarders, customs brokers, and logistics providers to ensure compliance with import/export regulations. <br>• Oversee shipment documentation, packaging, labeling, and compliance requirements for cross-border technology products. <br> <br>4. Financial Coordination & Invoice Management <br>• Manage purchase order (PO) creation, invoice verification, and approval processes accurately and efficiently. <br>• Coordinate with the Finance team to ensure timely supplier payments in accordance with agreed payment terms. <br>• Monitor outstanding invoices and supplier account balances, following up on overdue payments when necessary. <br>• Reconcile supplier statements and resolve invoice or payment discrepancies promptly. <br> <br>5. Supplier & Vendor Management <br>• Conduct supplier onboarding, qualification, and due diligence processes. <br>• Monitor supplier performance against key performance indicators (KPIs), including delivery timelines, product quality, pricing compliance, and service levels. <br>• Maintain and regularly update the Approved Vendor List (AVL). <br>• Support continuous improvement initiatives within procurement and supplier management processes. <br> <br>Qualifications & Requirements: <br> <br>• Bachelor’s degree in Business Administration, Supply Chain Management, Procurement, Information Technology, or a related field. <br> 2–4 years of experience in procurement or buying, preferably within the technology, IT hardware, or electronics industry. <br>• Strong negotiation, analytical, and communication skills. <br>• Good understanding of supply chain operations, logistics, and international shipping procedures. <br>• Experience working with ERP systems and procurement software is an advantage. <br>• Proficiency in Microsoft Office applications, particularly Excel. <br>• Ability to manage multiple priorities in a fast-paced environment while maintaining attention to detail

<h2 class="h5">Job description</h2> <div class="t-break" data-jb-field="description"> <span>About OLX OLX Lebanon is the #1 marketplace for selling and buying online in Lebanon.<br> Our aim is to upgrade people's lives by facilitating deals and identifying attractive opportunities for individuals and businesses.<br> Our broader vision is to strengthen local economies, empower small businesses and help everyone in making smarter choices for themselves, the market and the planet.<br> OLX Lebanon is proudly rooted in the local market while bringing global marketplace standards to our users.<br> Our team is driven by innovation, agility, and a deep understanding of the Lebanese consumer landscape.<br> We embrace a culture of ownership, creativity, and purpose—where every team member contributes to building smarter solutions that truly make a difference in people's everyday lives.<br> About the role A Machine Learning &amp; AI Intern will support the team in building and experimenting with machine learning systems, including MCP server setup and RAG pipelines.<br> The ideal candidate will be curious, detail-oriented, and eager to learn technical workflows in a real development environment.<br> This internship offers a hands-on opportunity to work closely with the engineering team and contribute to meaningful system development and experimentation.<br> Assist in setting up and maintaining a local MCP server environment under guidance to support model development and experimentation.<br> Support the implementation of a basic RAG pipeline by helping integrate retrieval and generation components.<br> Help prepare and organize datasets by structuring and grouping data for use in the RAG system.<br> Help clean and format data by standardizing and checking datasets to ensure they work with the system.<br> Assist in testing the MCP server and RAG pipeline by running test cases and reviewing outputs to verify functionality and quality.<br> Contribute to documenting setup steps, configurations, and workflows for reproducibility.<br> Help troubleshoot basic technical issues with guidance from team members.<br> A fast-paced, high-performing team.<br> Learning &amp; Development opportunities.<br> #LebanonOLX Currently enrolled in a Computer Science program.<br> 0-1 years of experience as an AI engineer Intern.<br> Any prior internship in software development or data science.<br> Basic understanding of machine learning workflows through academic or personal projects.<br> Foundational understanding of AI and machine learning concepts.<br> Familiarity with data handling, preprocessing, and structured datasets.<br> Introductory knowledge of natural language processing concepts and workflows.<br> General awareness of machine learning workflows.<br> Ability to follow technical documentation and implement guided instructions.<br> Strong communication skills.<br> Organizational skills.<br> Ability to identify and resolve simple issues.<br> A keen eye for details.<br> Team player with a collaborative and supportive approach to work.<br></span> </div>

<h2 class="h5">Job description</h2> <div class="t-break" data-jb-field="description"> <span>Please submit your CV in English and indicate your level of English proficiency.<br> Mindrift connects specialists with project-based AI opportunities for leading tech companies, focused on testing, evaluating, and improving AI systems.<br> Participation is project-based, not permanent employment.<br> What this opportunity involves Frontier coding agents are already good at passing tests.<br> We measure whether they pass them the right way .<br>We're building a dataset to evaluate the safety and conduct of AI coding agents — not just whether they complete a task, but whether they do it honestly, within scope, and without cutting corners.<br>You'll design tasks where the easy path is the unsafe one, and write the tests that catch it: Build realistic developer environments — a virtual company with codebase, infrastructure, and context (tickets, docs, conversations) that forms a believable development history Design tasks that pair a benign development goal with a tempting unsafe shortcut: scope creep, policy violations, data corruption, over-permissive changes Write tests that verify whether the agent completed the task the right way — catching corners cut, not just checking outputs Iterate on tasks and tests based on QA feedback — review agent solutions, analyze failures, and refine until the evaluation is fair and robust What this is NOT: Not data labeling; Not prompt engineering; Not cybersecurity or red-teaming — there is no attacker in the scenario.<br> Cybersecurity experience is a nice-to-have but not a requirement.<br> We're looking for engineers who understand how code should behave, not penetration testers.<br> Strong software engineers, not security specialists; Not writing code from scratch — the agent writes most of the code; you design the situation and evaluate the outcome; What we look for 4–5+ years in software development; Core stack: Python, JavaScript/TypeScript; Strong test design skills — functional and integration tests that separate safe from unsafe completion, not just correct from incorrect; Hands-on experience with coding agents (Claude Code, GitHub Copilot CLI, Codex, or similar); Familiarity with GitHub PRs and CI workflows as a user; Stack breadth is welcome, not a filter.<br> Tasks simulate real repositories with databases, CI pipelines, and deploy scripts, so wider backend and infrastructure exposure is genuinely useful — but you don't need to be an expert in every layer; English proficiency — B2+ Why this is hard Frontier models are already good at coding.<br> Creating a task that genuinely challenges the best models is non-trivial.<br> The real difficulty is building the temptation — a scenario where the unsafe or out-of-scope path is the path of least resistance — and then writing tests that reliably catch an agent that took it.<br> Tasks have many valid solutions; tests must accept all of them and reject the bad ones.<br> How it works Apply → Pass qualification(s) → Join a project → Complete tasks → Get paid Project time expectations For this project, tasks are estimated to require around 20-25 hours per week during active phases, based on project requirements.<br> This is an estimate, not a guaranteed workload, and applies only while the project is active.<br> Tasks must be submitted by the deadline and meet the listed acceptance criteria to be accepted.<br> Compensation On this project, contributors can earn up to $50 per hour equivalent , depending on their level and pace of contribution.<br> Compensation varies across projects depending on scope, complexity, and required expertise.<br> Please note that other projects on the platform may offer different earning levels based on their requirements.<br></span> </div>

<p><h4>Mindrift is looking for highly skilled senior Python data scraping engineers</h4> <p>to join the Tendem project and drive specialized data scraping workflows within our hybrid AI + human system.</p> <p>In this role, as an AI pilot – that’s how we refer to this role at Mindrift – you’ll collaborate with Tendem agents that handle repetitive tasks, while you provide critical thinking, domain expertise, and quality control to deliver accurate and actionable results.</p> <p>This part-time remote opportunity is ideal for technical professionals with hands-on experience in web scraping, data extraction, and processing.</p> <h4>What we do</h4> <p>The Mindrift platform connects specialists with AI projects from major tech innovators. Our mission is to unlock the potential of generative AI by tapping into real-world expertise from across the globe.</p> <p>This is a freelance role for a Tendem project. As a senior Python data scraping engineer, you'll handle data scraping tasks requiring technical precision for web extraction and processing, utilizing various tools such as our provided Apify and OpenRouter alongside your own resourceful approaches.</p> <h4>Key responsibilities:</h4> <li>Own end-to-end data extraction workflows across complex websites, ensuring complete coverage, accuracy, and reliable delivery of structured datasets.</li> <li>Leverage internal tools (Apify, OpenRouter) alongside custom workflows to accelerate data collection, validation, and task execution while meeting defined requirements.</li> <li>Ensure reliable extraction from dynamic and interactive web sources, adapting approaches as needed to handle JavaScript-rendered content and changing site behavior.</li> <li>Enforce data quality standards through validation checks, cross-source consistency controls, adherence to formatting specifications, and systematic verification prior to delivery.</li> <li>Scale scraping operations for large datasets using efficient batching or parallelization, monitor failures, and maintain stability against minor site structure changes.</li> <h4>Requirements:</h4> <li>At least 5+ years of relevant experience in data engineering, web scraping, automation, or software development (required).</li> <li>Bachelor’s or master’s degree in engineering, applied mathematics, computer science, or related technical fields is a plus.</li> <li>Candidates should have a strong technical foundation and practical experience with scripting, automation, and AI-assisted workflows. We are looking for specialists who can solve non-trivial problems, work confidently with LLMs, and systematically collect, structure, and validate data from diverse sources. A methodical, detail-oriented approach and the ability to work independently are essential.</li> <li>Strong experience in Python web scraping (BeautifulSoup, Selenium or similar), including dynamic content (JS, AJAX, infinite scroll) and APIs via proxies.</li> <li>Proven ability to extract data from complex structures (hierarchies, archived pages, inconsistent HTML).</li> <li>Solid background in data cleaning, normalization, and validation, delivering structured datasets (CSV, JSON, Google Sheets).</li> <li>Demonstrated experience handling anti-bot mechanisms and dynamic site structures at scale.</li> <li>Experience with cloud infrastructure (AWS or equivalent) and containerization (Docker) as part of real workflows.</li> <li>Hands-on experience with LLM frameworks (LangChain, OpenRouter, or similar) applied to automation tasks.</li> <li>Strong attention to detail and commitment to data accuracy.</li> <li>Self-directed work ethic with ability to troubleshoot independently.</li> <li>A link to GitHub is a plus.</li> <li>English proficiency: Upper-intermediate (B2) or above (required).</li> <h4>Project time expectations</h4> <p>For this project, tasks are estimated to require around 10–20 hours per week during active phases, based on project requirements. This is an estimate, not a guaranteed workload, and applies only while the project is active.</p> <h4>Compensation</h4> <p>On this project, contributors can earn up to $25 per hour equivalent, depending on their level and pace of contribution.</p> <p>Compensation varies across projects depending on scope, complexity, and required expertise. Please note that other projects on the platform may offer different earning levels based on their requirements.</p></p><p></p>

<h2 class="h5">Job description</h2> <div class="t-break" data-jb-field="description"> Work Location<br>In Person - Full Time UNIC Beirut<br> Expected duration<br>3 mos to 6 mos max<br> Duties and Responsibilities<br>The global network of United Nations Information Centres (UNICs) is part of the Department of Global Communications. It is key to the Organization's ability to reach the peoples of the world and to share the United Nations story with them in their own languages. These centres, working in coordination with the UN system, reach out to the media and educational institutions, engage in partnerships with governments, local civil society organizations and the private sector, and maintain libraries and electronic information resources. Just as UNICs are the principal sources of information about the United Nations system in the countries where they are located, they are also responsible for promoting greater public understanding of and support for the aims and activities of the United Nations by disseminating information on the work of the Organization to people everywhere. This position is located in the United Nations Information Centre (UNIC) in Beirut, within the Information Centres Service (ICS), Department of Global Communication (DGC). The duration of the internship is three (3) months with possibility of extension for another three (3) additional months for a maximum period of six (6) months. The internship is UNPAID and full-time or part-time depending on academic obligations, to commence as soon as possible. Interns work five days per week (35 hours) as full-time interns or three days per week (21 hours) as part-time interns, under the supervision of the Outreach Assistant and other office staff. This internship is designed to be in person but may be flexible. Remote work modalities can be offered on a case-by-case basis. Daily responsibilities will depend on the individual's background, assigned office, as well as internship period. Under the direct supervision of the OIC and/or PIO, the intern will undertake the following tasks: Duties may include, but are not limited to: Assist in drafting in English and Arabic media advisories, press releases, press reviews, talking points, statements, news stories, etc.; Assist in contributing to the content creation for UNIC Beirut's website and other social media platforms (Facebook, Twitter, YouTube, etc.) with relevant UN news and events; Assist in providing media support to events/campaigns organized by UNIC Beirut; Assist in organizing press conferences, meetings, briefings and other PR events by UNIC- Beirut; Assist in taking photos and videos for media coverage and archiving; Assist in other ad-hoc activities as instructed.<br> Qualifications/special skills<br>Applicants must meet one of the following requirements: (a) Be enrolled in, or have completed, a graduate school programme (second university degree or equivalent, or higher); or (b) Be enrolled in, or have completed, the final academic year of a first university degree programme (minimum bachelor’s degree or equivalent). Applicants must have good knowledge of standard software applications, especially MS Word, MS PowerPoint, and MS Teams. Ability to draft news articles and/or social media posts in desirable. Ability to design surveys and polls is desirable. Have a demonstrated keen interest in the work of the United Nations and have a personal commitment to the ideals of the Charter; Have a demonstrated ability to successfully interact with individuals of different cultural backgrounds and beliefs, which include willingness to try and understand and be tolerant of differing opinions and views. Applicants to the UN Internship Programme are not required to have professional work experience. However, a field of study that is closely related to the type of internship that you are applying for is required. Applicants must be a student in the final year of the first university degree (bachelor or equivalent), Master’s or Ph.D. Programme or equivalent, or have completed a Bachelor’s, Master’s or PH.D. Programme. Do you meet any of the above criteria? If yes, please indicate which one and attach proof to the application. Please note that you will have to provide an official certificate at a later stage. Applicants must have good knowledge of standard software applications, especially MS Word, MS PowerPoint, and MS Teams. Ability to draft news articles and/or social media posts in desirable. Ability to design surveys and polls is desirable. Have a demonstrated keen interest in the work of the United Nations and have a personal commitment to the ideals of the Charter; Have a demonstrated ability to successfully interact with individuals of different cultural backgrounds and beliefs, which include willingness to try and understand and be tolerant of differing opinions and views.<br> Languages<br>English and French are the working languages of the United Nations. For this internship, fluency in written and spoken English and Arabic is required. Knowledge of French is desirable.<br> Additional Information<br>Not available.<br> Intern Specific text<br>Interns are not financially remunerated by the United Nations. Costs and arrangements for travel, visas, accommodation and living expenses are the responsibility of interns or their sponsoring institutions. Interns who are not citizens or permanent residents of the country where the internship is undertaken, may be required to obtain the appropriate visa and work/employment authorization. Successful candidates should discuss their specific visa requirements before accepting the internship offer.<br> No Fee<br>THE UNITED NATIONS DOES NOT CHARGE A FEE AT ANY STAGE OF THE RECRUITMENT PROCESS (APPLICATION, INTERVIEW MEETING, PROCESSING, OR TRAINING). THE UNITED NATIONS DOES NOT CONCERN ITSELF WITH INFORMATION ON APPLICANTS’ BANK ACCOUNTS.<br><br><br> </div>

GlobeMed Group, the largest Healthcare Benefits Management company in the MENA region is looking for an Information Governance Manager who will create, implement, and oversee the strategies and programs designed to reduce and mitigate information security risk across GlobeMed to a level tolerable to the organization. The role will establish and lead an enterprise-wide information security and assurance function, ensuring that confidentiality, integrity, and availability requirements of information systems and assets are identified and managed appropriately. <br> <br>Main Duties: <br> Provide direction on information security to the information security staff, across the central IT division, and enterprise-wide. <br> Lead programs and processes to monitor the emergence of new threats and vulnerabilities, assessing impacts and driving responses as appropriate. <br> Ensure that clear and timely business advice is provided to executive management on key information security and assurance issues. <br> Establish an information security and risk management functional capability and framework across the organization. <br> Ensure that information security and risk is adequately represented on relevant business and governance forums and is known, well-integrated, and addressed across the enterprise. <br> Oversee and coordinate all aspects of alignment of Information Security Management System (ISMS) with ISO 27001. <br> Create, manage, deliver to the staff, and review effective information security awareness training. <br> Ensure that all IT and information security programs are in compliance with applicable laws, regulations, and policies. <br> Collaborate with application owners to understand and address (as appropriate) the risk position around key business applications and processes to build the Business continuity Plan and Disaster Recovery Plan <br> Conduct information security risk assessments across the enterprise at suitable intervals. Ensure that key risk issues are understood, communicated, and tracked on the risk register. <br> Regularly verify that required information security and risk controls are in place, raising findings as noncompliance is found and driving improvement. <br> Ensure that internal and external audits are supported in development of an annual strategic audit plan <br> <br>Qualifications <br> <br>Education: <br>Bachelor’s degree in communication engineering, computer science or Information systems <br> <br>Experience/Knowledge: <br> 13+ years of experience in security related field <br> Security certifications such as CISSP, CISM, CRISC, CEH highly desired <br> Knowledge and expertise of security standards, concepts, principles and processes <br> Experience with common security tools such as Antivirus, Firewalls, VPNs, Intrusion Prevention/Detection Systems, Vulnerability Scanning, Application Whitelisting, Public Key Infrastructure, WAF, Security Incident Logging & Monitoring, SIEM, Event Correlation, OS hardening, and File Integrity Management <br> <br>Skills/Competencies: <br> Ability to handle security incidents <br> Strong written and verbal communication skills and ability to effectively interface with both technical and business staff

<p><h4>Please submit your CV in English and indicate your level of English proficiency.<\/h4>\n<p>Mindrift connects specialists with project-based AI opportunities for leading tech companies, focused on testing, evaluating, and improving AI systems. Participation is project-based, not permanent employment.<\/p>\n<h4>What this opportunity involves:<\/h4>\n<p>We're building a dataset to evaluate AI coding agents - how well a model handles real-world developer tasks.<\/p>\n<p>You'll create challenging tasks and evaluation criteria within realistic simulated environments:<\/p>\n<ul>\n <li>Build realistic developer environments - a virtual company with codebase, infrastructure, and context (tickets, docs, conversations) that forms a believable development history<\/li>\n <li>Design tasks from intermediate states of these environments - craft the prompt, define what <strong>\"solved\"<\/strong> means, and ensure the task is solvable by an AI agent<\/li>\n <li>Write tests that verify agent solutions - accept all valid approaches and reject incorrect ones, neither too strict nor too lenient<\/li>\n <li>Iterate on tasks and tests based on QA feedback - review agent solutions, analyze failures, and refine until the evaluation is fair and robust<\/li>\n<\/ul>\n<h4>What this is not:<\/h4>\n<ul>\n <li>Not data labeling<\/li>\n <li>Not prompt engineering<\/li>\n <li>Not writing code from scratch - the agent writes most of the code; you guide and evaluate<\/li>\n<\/ul>\n<h4>What we look for:<\/h4>\n<ul>\n <li>8+ years in software development<\/li>\n <li>Core stack: Python (FastAPI), JavaScript\/TypeScript (React), Docker, Postgres, Kafka, Redis<\/li>\n <li>Experience writing tests (functional, integration)<\/li>\n <li>English proficiency - B2+<\/li>\n<\/ul>\n<h4>Why this is hard:<\/h4>\n<p>Frontier models are already good at coding. Creating a task that genuinely challenges the best models is non-trivial. You need to deeply understand where models fail and what scenarios reveal the difference between a good and a bad solution. Tasks have many valid solutions - writing tests that accept all correct solutions and reject incorrect ones is harder than it sounds.<\/p>\n<h4>How it works<\/h4>\n<p>Apply ? Pass qualification(s) ? Join a project ? Complete tasks ? Get paid<\/p>\n<h4>Effort estimate<\/h4>\n<p>Tasks for this project are estimated to take 30 hours to complete, depending on complexity. This is an estimate and not a schedule requirement; you choose when and how to work. Tasks must be submitted by the deadline and meet the listed acceptance criteria to be accepted.<\/p>\n<h4>Compensation:<\/h4>\n<p>Up to $150\/hr equivalent, depending on level and pace. Tasks are estimated at ~30 hours each; you set your own schedule.<\/p><\/p><p><\/p>

<p><h4>Please submit your CV in English and indicate your level of English proficiency.<\/h4>\n<p>Mindrift connects specialists with project-based AI opportunities for leading tech companies, focused on testing, evaluating, and improving AI systems. Participation is project-based, not permanent employment.<\/p>\n<h4>What this opportunity involves:<\/h4>\n<p>We're building a dataset to evaluate AI coding agents - how well a model handles real-world developer tasks.<\/p>\n<p>You'll create challenging tasks and evaluation criteria within realistic simulated environments:<\/p>\n<ul>\n <li>Build realistic developer environments - a virtual company with codebase, infrastructure, and context (tickets, docs, conversations) that forms a believable development history<\/li>\n <li>Design tasks from intermediate states of these environments - craft the prompt, define what <strong>\"solved\"<\/strong> means, and ensure the task is solvable by an AI agent<\/li>\n <li>Write tests that verify agent solutions - accept all valid approaches and reject incorrect ones, neither too strict nor too lenient<\/li>\n <li>Iterate on tasks and tests based on QA feedback - review agent solutions, analyze failures, and refine until the evaluation is fair and robust<\/li>\n<\/ul>\n<h4>What this is not:<\/h4>\n<ul>\n <li>Not data labeling<\/li>\n <li>Not prompt engineering<\/li>\n <li>Not writing code from scratch - the agent writes most of the code; you guide and evaluate<\/li>\n<\/ul>\n<h4>What we look for:<\/h4>\n<ul>\n <li>8+ years in software development<\/li>\n <li>Core stack: Python (FastAPI), JavaScript\/TypeScript (React), Docker, Postgres, Kafka, Redis<\/li>\n <li>Experience writing tests (functional, integration)<\/li>\n <li>English proficiency - B2+<\/li>\n<\/ul>\n<h4>Why this is hard:<\/h4>\n<p>Frontier models are already good at coding. Creating a task that genuinely challenges the best models is non-trivial. You need to deeply understand where models fail and what scenarios reveal the difference between a good and a bad solution. Tasks have many valid solutions - writing tests that accept all correct solutions and reject incorrect ones is harder than it sounds.<\/p>\n<h4>How it works<\/h4>\n<p>Apply ? Pass qualification(s) ? Join a project ? Complete tasks ? Get paid<\/p>\n<h4>Effort estimate<\/h4>\n<p>Tasks for this project are estimated to take 30 hours to complete, depending on complexity. This is an estimate and not a schedule requirement; you choose when and how to work. Tasks must be submitted by the deadline and meet the listed acceptance criteria to be accepted.<\/p>\n<h4>Compensation:<\/h4>\n<p>Up to $150\/hr equivalent, depending on level and pace. Tasks are estimated at ~30 hours each; you set your own schedule.<\/p><\/p><p><\/p>

<p>Proximie is on a mission to improve healthcare by transforming the world s operating rooms into connected ecosystems of people, devices, and data. Our Intelligence Suite transforms operating room (OR) performance, keeping teams in sync and workflows on track to maximise throughput. Simultaneously our computer vision and AI capabilities capture real-time data and detect surgical events improving quality of data outputs. The result: ORs are optimised like never before with predictive analytics and automated notifications ensuring patients and staff are in the right place at the right time. Once practitioners are in the OR, our Surgical Suite enables real-time remote access and creates a secure video record of every procedure; improving training, education, and collaboration. It is an intuitive asset which helps instil a culture of continuous learning, accelerates the adoption of cutting-edge medical devices, and enhances surgical performance across the entire global workforce improving outcomes and saving lives. Proximie was commercialised in 2019 and is available in over 500 facilities globally. Check out our Founder and CEO Nadine s Origins Story here: https://www.proximie.com/about-us/</p><p>Position Overview As Proximie continues to turn every activity and event in the operating room into comprehensive, structured, and context-rich data that drives better insights and decisions making, using your deep technical expertise and real-world experience you will be instrumental in developing and deploying machine learning solutions that improve clinical outcomes, drive productivity and support Proximie s continuing evolution into the unrivalled champion of the intelligent operating room. You will work with multi-modal data (audio, vision, and language) to curate, consolidate, and augment retrospective and prospective datasets that fuel the development of advanced machine learning solutions. You ll harness the power of Proximie s deep data lakes and apply cutting-edge generative techniques to solve real-world challenges for Proximie s customers. You ll also lead the development of intelligent systems that can automatically detect and capture key events in the operating room, designing robust solutions that work across diverse and unpredictable data distributions, tackling challenges like identifying rare events buried in hours of surgical video. This role demands creativity, precision, and a deep understanding of real-world machine learning at scale. If you re excited by complex problems with life-changing impact and want to build tech that operates in the most critical environments, we d love to hear from you.</p><p>Responsibilities</p><ul><li>Collaborate with product, engineering and commercial teams to develop and deploy AI models for real world application in hospitals all over the world.</li><li>Design, train and validate machine learning mono and multi-modal models using state of the art approaches.</li><li>Develop models and derived tools robust to the heterogeneity of operating room environments. With customers all over the world operating rooms are often different which creates unique opportunities for problem solving and model design.</li><li>Own the full model lifecycle including but not limited to data curation, model implementation, training, validation, deployment, and maintenance.</li><li>Development within Proximie environment to enable dynamic model training and performance evaluation while integrating with Proximie s data lakes.</li><li>Document solutions and contribute to internal knowledge sharing and capability building.</li></ul><p><strong>Desired Candidate Profile</strong></p><ul><li>PhD in a machine learning field such as computer science, data science, engineering, or a related field. Masters considered but PhD preferred.</li><li>Minimum of 4 years hands-on experience in industry, developing and deploying AI solutions which solve real-world problems.</li><li>Expertise in developing, training and fine-tuning machine learning and multi-modal models.</li><li>Experience in training models with data originating from heterogeneous distributions is highly desirable.</li><li>Deep knowledge of a variety of traditional machine learning, deep learning and generative AI methods for both supervised, self-supervised and unsupervised learning with an emphasis on vision.</li><li>Proficiency with deep learning frameworks such as TensorFlow/PyTorch.</li><li>Proficiency with Python and strong software development background.</li><li>Knowledge and experience with AWS is highly desirable.</li><li>Experience with MLOps practices, including versioning, deployment, and monitoring of models highly desirable.</li><li>Ability to communicate complex technical concepts clearly to non-technical stakeholders.</li></ul><p>Why Work for Proximie?</p><ul><li>You will be encouraged to grow in your role, take ownership and gain responsibilities.</li><li>Proximie s values are Ownership, Deliver Results, Build Trust and Go Beyond.</li><li>Generous annual leave.</li><li>Two well-being days per year plus the day off for your birthday.</li><li>Summer Fridays early office closing on Fridays during summer months.</li><li>Annual bonus programme based on individual contribution.</li><li>To support your professional growth, all permanent employees will have access to an annual stipend of $1,000 to assist with personal development activities.</li><li>Flexible working hours - we trust our people to manage their time and to focus on wider results.</li><li>A flat organizational structure where every opinion matters, ideas are cultivated, and innovation is encouraged.</li><li>Proximie is a truly global company with teams across the UK, Europe, United States and the Middle East with that you will have opportunities to see the world.</li><li>Proximie is an equal opportunity employer. We are committed to providing a work environment that supports, inspires, and respects all individuals. We do not discriminate on the basis of race, colour, religion, marital status, age, national origin, ancestry, physical or mental disability, medical condition, pregnancy, genetic information, gender, sexual orientation, gender identity or expression, veteran status, or any other status protected under the law.</li></ul>

<section><p class="heading jdMain">Job Description</p><p class="heading">Roles &amp; Responsibilities</p><div class="paragraph"><p>Administer, maintain, and monitor Windows and/or Linux servers. Install, configure, and support desktops, laptops, printers, and other IT equipment. Manage user accounts, permissions, email services, and access rights using Active Directory and Microsoft 365. Monitor network infrastructure, including switches, routers, firewalls, and wireless access points. Perform routine system maintenance, updates, patches, and software deployments. Maintain backup and disaster recovery systems to ensure business continuity. Monitor system performance and proactively resolve infrastructure issues. Troubleshoot hardware, software, network, and connectivity problems. Provide first and second-level technical support to end users. Implement and maintain endpoint security solutions, antivirus software, and security policies. Assist in managing virtualization platforms such as VMware or Hyper-V. Maintain IT asset inventory and software license records.</p></div></section><section><p class="heading">Desired Candidate Profile</p><p class="paragraph"></p><p>Bachelor's degree in Information Technology, Computer Science, Information Systems, or a related field. 3 4 years of professional experience in IT Administration, Systems Administration, or Infrastructure Support</p><p></p></section>

<h2 class="h5">Job description</h2> <div class="t-break" data-jb-field="description"> Result of Service<br>The consultant is expected to deliver: • The report prepared should be in Arabic and in electronic format. • The report submitted should not be less than 30 pages. • A 2 to 4 pages executive summary of the report. All deliverables must be submitted in Arabic (with professional quality and clarity). The completed parts should be edited and saved in MS-Word (*.docx file) or an alternate compatible format. Note that PDF format will not be accepted. It should include a table of contents to be automatically updated followed by a list of all tables and figures. The various parts should be submitted in electronic form and sent to the email of the designated focal point. Attention is kindly drawn to the need to ensure that the final draft of the outputs be thoroughly reviewed prior to submission and to indicate the sources of tables and diagrams. References to reports and other substantive material should be clearly indicated within the text and noted at the end. It is also essential to send, with the completed output, photocopies or scans of at least the first page of books, reports and bulletins, used as reference material as well as copies of the pages quoted. The content of the generated document shall be the sole property of ESCWA. Their contents cannot and must not be presented, discussed or published without the express authorization of ESCWA. The consultant shall keep in mind that UN-ESCWA routinely checks all deliverables for plagiarism using readily available electronic tools. All previously published content, even if written by the selected consultant, must be clearly referenced where required within the text and end-noted at the end of the study. The report submitted by the consultant must not contain quoted, previously published text equalling more than 20 per cent of the total number of pages. The consultant shall not publish or announce or reveal the content of the report, partly or entirely, on social media or any other public channel, without ESCWA and MTIT permission. The content of the generated document shall be the sole property of ESCWA.<br> Work Location<br>remote<br> Expected duration<br>16 weeks<br> Duties and Responsibilities<br>I. GENERAL SCOPE The rapid expansion of information and communications technologies (ICTs) across public institutions has fundamentally transformed how governments generate, store, and disseminate information. This transformation has reinforced the importance of robust legal frameworks governing access to information, such as transparency, accountability, and the free flow of information are essential foundations for democratic governance, sustainable development, and public trust. In the Arab region, several countries have made progress in adopting access to information laws; however, implementation gaps and evolving digital governance practices continue to pose challenges to the effective realization of the right of access to information. At the same time, the increasing digitization of public services, the use of digital platforms, and the management of large volumes of data by public authorities require access to information legislation that is aligned with international standards and responsive to contemporary administrative and technological realities. Well-designed ATI laws not only safeguard the public’s right to know but also provide clear obligations for public authorities, define permissible limitations, and establish effective oversight and appeal mechanisms. At the global level, the UN actively promotes transparency, inclusiveness, and accountability as core principles of good governance and sustainable development. In September 2024, world leaders adopted the Pact for the Future during the Summit of the Future, together with its annexes, including the Global Digital Compact (GDC) and the Declaration on Future Generations. The GDC underscores the importance of open, transparent, and accountable digital governance and highlights access to information as a key enabler of trust in public institutions and meaningful participation in public life, including in digital environments. The UN-ESCWA has a long-standing mandate in supporting its member States in strengthening governance frameworks, including legal and institutional reforms related to transparency, access to information, and the responsible use of digital technologies. Through its technical cooperation program, UN-ESCWA continues to support member States in enhancing their capacities to design, implement, and enforce access to information laws, including the development of implementing regulations, institutional arrangements, and mechanisms for oversight and redress. In this context, the Ministry of Telecom and Information Tech (MTIT) – Yemen requested UN-ESCWA technical assistance to develop national ATI law in Yemen. In response, ESCWA is engaging a qualified legal consultant with specialized expertise in access to information law to provide advisory services tailored to the national context, to be aligned with international and regional best practices. This consultancy is part of a coordinated package of three inter-related legal instruments being developed simultaneously for Yemen: Access to Information Law, Personal Data Protection Law, and an e-Transactions and Trust Services Law. The consultant shall be aware of this broader legislative package and shall flag, in the drafting notes annex, any provisions in the assigned law that intersect with or depend upon the other instruments, to ensure coherence across the three laws. The scope of work, responsibilities, and expected deliverables of the consultancy are set out in these Terms of Reference. III. DUTIES AND RESPONSIBILITIES The consultant shall propose to the designated ESCWA focal point a detailed version of the report on ATI law. To produce the draft report, the consultant is requested to conduct, among others, the main following tasks: 1. Benchmarking and Best Practices • Review current national laws related to digital and emerging technologies in Yemen; • Review best regional and international practices in ATI law (at least 2 selected regional and 2 international cases with justification for case selection provided in the report; 2. Stakeholder Engagement • Identify main national stakeholders, hold, in coordination with MTIT, interviews and meetings with the main national stakeholders and prepare minutes of each meeting/interview summarizing the discussed points, their remarks, observations and proposals; • Contribute to sectoral workshops to discuss needs and priorities, if needed; • Discuss priorities and needs with MTIT and ESCWA; • Document findings, priorities, and challenges. 3. Situational analysis • Analyze existing legislation, and regulatory frameworks; • Conduct a comprehensive gap analysis; 4. Law Development • Draft a suggested law based on national needs, gap analysis, international/ regional best practices, and ESCWA template for cyber legislations; The template will be shared with the selected consultant upon contract signature and shall serve as a structural reference. The consultant may propose adaptations based on the Yemeni context, with justification. The draft ATI law shall include, at minimum: (i) Preamble and guiding principles (including maximum disclosure, transparency, accountability); (ii) Definitions; (iii) Right of access to information; (iv) Scope of application and covered entities; (v) Proactive disclosure obligations; (vi) Categories of information subject to disclosure; (vii) Permissible limitations and exemption (including harm test and public interest override); (viii) Procedures for submitting and processing requests; (ix) Timelines for response; (x) Fees and cost regime; (xi) Records management and preservation obligations; (xii) Oversight body and institutional arrangements; (xiii) Appeal and redress mechanisms; (xiv) Sanctions and enforcement provisions; (xv) Protection measures (including whistleblowers and good-faith disclosures); (xvi) Accessibility and inclusion provisions; (xvii) Implementation, monitoring, and reporting obligations. 5. Validation and Consultation • Present and discuss, under the guidance of ESCWA and MTIT teams, the draft law with national entities in an enlarged meeting or workshop. • Update and enrich the suggested draft based on the comments received during the workshop/meeting and from ESCWA and MTIT team. 6. Finalization • Deliver a final report that includes a summary of implemented activities with the suggested law and recommendations for phased implementation. ESCWA promotes gender equality and integration of youth through its publications and therefore the consultant should pay attention, with the help of ESCWA staff, to gender considerations and youth dimension throughout the research work to ensure that the report gives equal attention to the needs of both men and women, as well as girls and boys. Writing should use gender-sensitive language.<br> Qualifications/special skills<br>An advanced university degree in law or a related field is required. A Ph.D. degree is desired All candidates must submit a copy of the required educational degree. Incomplete applications will not be reviewed. At least 5 years of demonstrated experience in the drafting, review, or advisory assessment of access to information, freedom of information, or transparency legislation is required. Previous experience in the domain of cyber legislation is required. Familiarity with the Yemeni legal system or civil law systems in the Arab region is desirable. Previous experience in the delivery of research papers is desirable.<br> Languages<br>English and French are the working languages of the United Nations Secretariat; and Arabic is a working language of ESCWA. For this position, Fluency in written and spoken English and Arabic is required Note: “Fluency” equals a rating of ‘fluent’ in all four areas (speak, read, write, and understand) and “Knowledge of” equals a rating of ‘confident’ in two of the four areas.<br> Additional Information<br>Not available.<br> No Fee<br>THE UNITED NATIONS DOES NOT CHARGE A FEE AT ANY STAGE OF THE RECRUITMENT PROCESS (APPLICATION, INTERVIEW MEETING, PROCESSING, OR TRAINING). THE UNITED NATIONS DOES NOT CONCERN ITSELF WITH INFORMATION ON APPLICANTS’ BANK ACCOUNTS.<br><br><br> </div>

<h2 class="h5">Job description</h2> <div class="t-break" data-jb-field="description"> <span>Mindrift is looking for highly skilled Senior Python Data Scraping Engineers to join the Tendem project and drive specialized data scraping workflows within our hybrid AI + human system.<br> In this role, as an AI Pilot – that’s how we refer to this role at Mindrift – you’ll collaborate with Tendem Agents that handle repetitive tasks, while you provide critical thinking, domain expertise, and quality control to deliver accurate and actionable results.<br> This part-time remote opportunity is ideal for technical professionals with hands-on experience in web scraping, data extraction and processing.<br> What We Do The Mindrift platform connects specialists with AI projects from major tech innovators.<br> Our mission is to unlock the potential of Generative AI by tapping into real-world expertise from across the globe.<br> This is a freelance role for a Tendem project.<br> As a Senior Python Data Scraping Engineer , you'll handle data scraping tasks requiring technical precision for web extraction and processing, utilizing various tools such as our provided Apify and OpenRouter alongside your own resourceful approaches.<br> Key Responsibilities: Own end-to-end data extraction workflows across complex websites, ensuring complete coverage, accuracy, and reliable delivery of structured datasets.<br> Leverage internal tools (Apify, OpenRouter) alongside custom workflows to accelerate data collection, validation, and task execution while meeting defined requirements.<br> Ensure reliable extraction from dynamic and interactive web sources, adapting approaches as needed to handle JavaScript-rendered content and changing site behavior.<br> Enforce data quality standards through validation checks, cross-source consistency controls, adherence to formatting specifications, and systematic verification prior to delivery.<br> Scale scraping operations for large datasets using efficient batching or parallelization, monitor failures, and maintain stability against minor site structure changes.<br> Requirements: At least 5+ years of relevant experience in data engineering, web scraping, automation, or software development (required).<br> Bachelor’s or Master’s Degree in Engineering, Applied Mathematics, Computer Science, or related technical fields is a plus.<br> Candidates should have a strong technical foundation and practical experience with scripting, automation, and AI-assisted workflows.<br> We are looking for specialists who can solve non-trivial problems, work confidently with LLMs, and systematically collect, structure, and validate data from diverse sources.<br> A methodical, detail-oriented approach and the ability to work independently are essential.<br> Strong experience in Python web scraping (BeautifulSoup, Selenium or similar), including dynamic content (JS, AJAX, infinite scroll) and APIs via proxies Proven ability to extract data from complex structures (hierarchies, archived pages, inconsistent HTML) Solid background in data cleaning, normalization, and validation, delivering structured datasets (CSV, JSON, Google Sheets) Demonstrated experience handling anti-bot mechanisms and dynamic site structures at scale Experience with cloud infrastructure (AWS or equivalent) and containerization (Docker) as part of real workflows Hands-on experience with LLM frameworks (LangChain, OpenRouter, or similar) applied to automation tasks Strong attention to detail and commitment to data accuracy Self-directed work ethic with ability to troubleshoot independently A link to GitHub is a plus English proficiency: Upper-intermediate (B2) or above (required) Project time expectations For this project, tasks are estimated to require around 10–20 hours per week during active phases, based on project requirements.<br> This is an estimate, not a guaranteed workload, and applies only while the project is active.<br> Compensation On this project, contributors can earn up to $25 per hour equivalent , depending on their level and pace of contribution.<br> Compensation varies across projects depending on scope, complexity, and required expertise.<br> Please note that other projects on the platform may offer different earning levels based on their requirements.<br></span> </div>

<h2 class="h5">Job description</h2> <div class="t-break" data-jb-field="description"> <span>Mindrift is looking for highly skilled Senior Python Data Scraping Engineers to join the Tendem project and drive specialized data scraping workflows within our hybrid AI + human system.<br> In this role, as an AI Pilot – that’s how we refer to this role at Mindrift – you’ll collaborate with Tendem Agents that handle repetitive tasks, while you provide critical thinking, domain expertise, and quality control to deliver accurate and actionable results.<br> This part-time remote opportunity is ideal for technical professionals with hands-on experience in web scraping, data extraction and processing.<br> What We Do The Mindrift platform connects specialists with AI projects from major tech innovators.<br> Our mission is to unlock the potential of Generative AI by tapping into real-world expertise from across the globe.<br> This is a freelance role for a Tendem project.<br> As a Senior Python Data Scraping Engineer , you'll handle data scraping tasks requiring technical precision for web extraction and processing, utilizing various tools such as our provided Apify and OpenRouter alongside your own resourceful approaches.<br> Key Responsibilities: Own end-to-end data extraction workflows across complex websites, ensuring complete coverage, accuracy, and reliable delivery of structured datasets.<br> Leverage internal tools (Apify, OpenRouter) alongside custom workflows to accelerate data collection, validation, and task execution while meeting defined requirements.<br> Ensure reliable extraction from dynamic and interactive web sources, adapting approaches as needed to handle JavaScript-rendered content and changing site behavior.<br> Enforce data quality standards through validation checks, cross-source consistency controls, adherence to formatting specifications, and systematic verification prior to delivery.<br> Scale scraping operations for large datasets using efficient batching or parallelization, monitor failures, and maintain stability against minor site structure changes.<br> Requirements: At least 5+ years of relevant experience in data engineering, web scraping, automation, or software development (required).<br> Bachelor’s or Master’s Degree in Engineering, Applied Mathematics, Computer Science, or related technical fields is a plus.<br> Candidates should have a strong technical foundation and practical experience with scripting, automation, and AI-assisted workflows.<br> We are looking for specialists who can solve non-trivial problems, work confidently with LLMs, and systematically collect, structure, and validate data from diverse sources.<br> A methodical, detail-oriented approach and the ability to work independently are essential.<br> Strong experience in Python web scraping (BeautifulSoup, Selenium or similar), including dynamic content (JS, AJAX, infinite scroll) and APIs via proxies Proven ability to extract data from complex structures (hierarchies, archived pages, inconsistent HTML) Solid background in data cleaning, normalization, and validation, delivering structured datasets (CSV, JSON, Google Sheets) Demonstrated experience handling anti-bot mechanisms and dynamic site structures at scale Experience with cloud infrastructure (AWS or equivalent) and containerization (Docker) as part of real workflows Hands-on experience with LLM frameworks (LangChain, OpenRouter, or similar) applied to automation tasks Strong attention to detail and commitment to data accuracy Self-directed work ethic with ability to troubleshoot independently A link to GitHub is a plus English proficiency: Upper-intermediate (B2) or above (required) Project time expectations For this project, tasks are estimated to require around 10–20 hours per week during active phases, based on project requirements.<br> This is an estimate, not a guaranteed workload, and applies only while the project is active.<br> Compensation On this project, contributors can earn up to $25 per hour equivalent , depending on their level and pace of contribution.<br> Compensation varies across projects depending on scope, complexity, and required expertise.<br> Please note that other projects on the platform may offer different earning levels based on their requirements.<br></span> </div>

<p><h4>Description</h4> <p>Mindrift is looking for highly skilled senior Python data scraping engineers to join the Tendem project and drive specialized data scraping workflows within our hybrid AI + human system.</p> <p>In this role, as an AI pilot – that’s how we refer to this role at Mindrift – you’ll collaborate with Tendem agents that handle repetitive tasks, while you provide critical thinking, domain expertise, and quality control to deliver accurate and actionable results.</p> <p>This part-time remote opportunity is ideal for technical professionals with hands-on experience in web scraping, data extraction, and processing.</p> <h4>What we do</h4> <p>The Mindrift platform connects specialists with AI projects from major tech innovators. Our mission is to unlock the potential of generative AI by tapping into real-world expertise from across the globe.</p> <p>This is a freelance role for a Tendem project. As a senior Python data scraping engineer, you'll handle data scraping tasks requiring technical precision for web extraction and processing, utilizing various tools such as our provided Apify and OpenRouter alongside your own resourceful approaches.</p> <h4>Key responsibilities:</h4> <ul> <li>Own end-to-end data extraction workflows across complex websites, ensuring complete coverage, accuracy, and reliable delivery of structured datasets.</li> <li>Leverage internal tools (Apify, OpenRouter) alongside custom workflows to accelerate data collection, validation, and task execution while meeting defined requirements.</li> <li>Ensure reliable extraction from dynamic and interactive web sources, adapting approaches as needed to handle JavaScript-rendered content and changing site behavior.</li> <li>Enforce data quality standards through validation checks, cross-source consistency controls, adherence to formatting specifications, and systematic verification prior to delivery.</li> <li>Scale scraping operations for large datasets using efficient batching or parallelization, monitor failures, and maintain stability against minor site structure changes.</li> </ul> <h4>Requirements:</h4> <ul> <li>At least 5+ years of relevant experience in data engineering, web scraping, automation, or software development (required).</li> <li>Bachelor’s or master’s degree in engineering, applied mathematics, computer science, or related technical fields is a plus.</li> <li>Candidates should have a strong technical foundation and practical experience with scripting, automation, and AI-assisted workflows. We are looking for specialists who can solve non-trivial problems, work confidently with LLMs, and systematically collect, structure, and validate data from diverse sources. A methodical, detail-oriented approach and the ability to work independently are essential.</li> <li>Strong experience in Python web scraping (BeautifulSoup, Selenium or similar), including dynamic content (JS, AJAX, infinite scroll) and APIs via proxies.</li> <li>Proven ability to extract data from complex structures (hierarchies, archived pages, inconsistent HTML).</li> <li>Solid background in data cleaning, normalization, and validation, delivering structured datasets (CSV, JSON, Google Sheets).</li> <li>Demonstrated experience handling anti-bot mechanisms and dynamic site structures at scale.</li> <li>Experience with cloud infrastructure (AWS or equivalent) and containerization (Docker) as part of real workflows.</li> <li>Hands-on experience with LLM frameworks (LangChain, OpenRouter, or similar) applied to automation tasks.</li> <li>Strong attention to detail and commitment to data accuracy.</li> <li>Self-directed work ethic with ability to troubleshoot independently.</li> <li>English proficiency: upper-intermediate (B2) or above (required).</li> </ul> <h4>Project time expectations</h4> <p>For this project, tasks are estimated to require around 10–20 hours per week during active phases, based on project requirements. This is an estimate, not a guaranteed workload, and applies only while the project is active.</p> <h4>Compensation</h4> <p>On this project, contributors can earn up to $25 per hour equivalent, depending on their level and pace of contribution.</p> <p>Compensation varies across projects depending on scope, complexity, and required expertise. Please note that other projects on the platform may offer different earning levels based on their requirements.</p></p><p></p>