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Team Pro is a product-service solution provider specializing in Fixing, Concrete Repair, Firestopping, <br>and Mechanical Electrical Plumbing (MEP) Supporting Systems within the construction sector. <br>Established in 1998, we manufacture our products across Europe and the USA and operate on a <br>global scale. <br>Responsibilities: (Other duties may be assigned) <br>• Actively search for and approach new clients (contractors, dealers, construction <br>companies, etc.) <br>• Develop high level relationships with technical decision makers and construction projects <br>• Conduct planned visit to construction job sites and engineering consultants in Lebanon <br>• Responsible for design proposals and software calculation (Chemical and mechanical fixing <br>software, MEP software, Firestop software etc.) <br>• Technical submittals and technical supports for all Team Pro branches, clients and <br>employees <br>• Responsible for seminars and training new clients, employees about products, services and <br>software programs <br>Qualifications: <br>• University Degree in Mechanical Engineering <br>• 0 to 3 years’ experience <br>• Excellent skills in AutoCAD and Microsoft Office software programs <br>• Results oriented, punctual, flexible, resourceful and self-motivated, independent <br>• Ability to multitask and assignments simultaneously <br>• Able to sell, negotiate and solve problems <br>• Strong analytical and organizational skills <br>• Strong verbal and written communication skills <br>• Good command of Arabic and English. French is a plus <br>• Detail oriented and experienced in follow-through and completion of projects <br>• Strong time-management skills and ability to adhere to month-end close timelines. <br>• A strong desire to learn and grow within the company and the position <br>• Ability to travel <br>Salary & compensation: <br>Salary and benefits are competitive and will depend on the candidate’s experience and <br>competencies, in addition to performance-based incentives

<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>

We are looking for an experienced Architectural Draftsman to join us on a project basis. <br> <br>The ideal candidate must be proficient in: <br> <br>• AutoCAD and architectural drafting <br>• 3D modeling and visualization — mandatory <br>• Preparing detailed plans, elevations, sections, and construction drawings <br>• Interior fit-out and millwork drawings <br>• Coordinating drawings with site conditions and project requirements <br>• Producing accurate, organized, and technically clear drawing packages <br> <br>Previous experience in hospitality, retail, or restaurant projects is preferred. <br> <br>Please send your CV, portfolio—including 2D and 3D work—availability, and expected rate by direct message or email

<h2 class="h5">Job description</h2> <div class="t-break" data-jb-field="description"> Company Description<br> Jobs for Humanity is partnering with ezzo_test_v6212 to build an inclusive and just employment ecosystem. Therefore, we prioritize individuals coming from all walks of life. <br> Company Name: ezzo_test_v6212<br> <br>Job Description<br> <p>We are seeking a skilled Data Workflow Automation Specialist to join our team. In this role, you will be responsible for designing, building, and maintaining automated data workflows using Alteryx Designer. You will play a critical part in ensuring efficient data processing, transformation, and integration to support business reporting and analytics across the organization.</p><br> Job Purpose <p>The purpose of this role is to design, build, and maintain automated data workflows using Alteryx, ensuring efficient data processing, transformation, and integration for business reporting and analytics.</p><br> Job Duties and Responsibilities <ul> <li>Design and build automated data workflows using Alteryx Designer to streamline data processing and transformation</li><li>Maintain and optimize existing Alteryx workflows for efficiency, performance, and reliability</li><li>Perform data blending, cleansing, and integration from multiple sources to support business reporting and analytics</li><li>Troubleshoot and resolve issues in data workflows to ensure accurate and timely data delivery</li><li>Document data processes, workflows, and best practices to ensure knowledge transfer and reproducibility</li> </ul> <br> <br>Qualifications<br> Required Qualifications <ul> <li>Alteryx Designer</li><li>Data Blending</li><li>Data Cleansing</li><li>Data Integration</li><li>Workflow Optimization</li><li>Troubleshooting</li><li>Process Documentation</li> </ul> <br> <br><br> </div>

<h2 class="h5">Job description</h2> <div class="t-break" data-jb-field="description"> <span>Aspire Software is looking for a AI Consultant to join our team in Lebanon.<br> Here is a little window into our company: Aspire Software operates and manages wholly owned software companies, providing mission-critical solutions across multiple verticals.<br> By implementing industry best practices, Aspire delivers a time sensitive integration process, and the operation of a decentralized model has allowed it to become a hub for creating rapid growth by reinvesting in its portfolio.<br> About the job: This role bridges technical engineering and customer delivery, ensuring successful implementations from initial setup through go-live and post-launch support.<br> The ideal candidate is someone who can speak both the language of technology and the language of business finance.<br> They are comfortable discussing APIs and database structures with IT teams while also understanding financial statements, KPIs, profitability analysis, and business performance metrics.<br> This combination enables them to successfully implement Lumina AI solutions that deliver meaningful business value, not just technical functionality.<br> Key Responsibilities Solution Implementation &amp; Configuration Financial &amp; Business Process Analysis Data Integration &amp; Technical Delivery: Configure and troubleshoot APIs, data imports, exports, ETL processes, and data mappings.<br> Ensure data quality, integrity, and consistency across all integrated systems.<br> Testing &amp; Quality Assurance: Develop and execute test plans, system validation procedures, and UAT Verify the accuracy of financial reports, dashboards, and AI-generated insights.<br> Identify, troubleshoot, and resolve technical and business-related implementation issues.<br> AI &amp; Analytics Enablement: Support the deployment of AI-powered analytics, forecasting, benchmarking, and performance management solutions.<br> Assist clients in leveraging AI insights to improve operational decision-making.<br> Collaborate with the product and development teams to identify enhancemen opportunities based on client feedback and implementation experience.<br> Cross-Functional Collaboration: Work closely with AI Consultants, Product Managers, Developers, Data Engineers to ensure successful project delivery.<br> Provide feedback to product and engineering teams to enhance Lumina AI capabilities and user experience.<br> Strong technical background in software implementation, integrations, APIs, SQL, and data analysis.<br> Good understanding of accounting principles and financial reporting concepts Ability to interpret financial data and translate business requirements into technical configurations and reporting solutions.<br> Configure Lumina AI solutions to support financial reporting, budgeting, forecasting… Support the design and deployment of AI-powered financial analytics, dashboards, and reporting solution</span> </div>

<h2 class="h5">Job description</h2> <div class="t-break" data-jb-field="description"> Job Summary <p><br> Our Client is a leading provider of fire protection, engineering, and industrial solutions, serving the construction, infrastructure, and industrial sectors with a strong focus on safety, quality, and innovation.<br> &nbsp; </p><p><strong>Job Description:</strong><br> &nbsp;</p><br><br> <ul> <li>Develop sales forecasts, targets, and required tools and activities to meet business goals.</li> <li>Negotiate sales contracts, close deals, and ensure timely collection of receivables.</li> <li>Achieve assigned sales targets and contribute to overall revenue growth.</li> <li>Promote company products and services to existing clients while identifying and acquiring new customers.</li> <li>Stay up-to-date with product knowledge, technical specifications, and effective sales techniques.</li> <li>Prepare and submit accurate reports and sales data to management on time.</li> <li>Maintain strong, long-term relationships with existing clients.</li> <li>Research and penetrate new markets and customer segments.</li> <li>Prepare customer quotations, determine pricing and profit margins based on market data, past experience, and competitive analysis.</li> <li>Follow up with clients through all stages of the sales process until final decisions are made.</li> <li>Participate in the preparation and submission of tenders and proposals.</li> </ul> <br> &nbsp; <p><strong>Job Requirements:</strong><br> <br> &nbsp;</p><br><br> <ul> <li>Bachelor’s degree in Mechanical Engineering or a related field.</li> <li>Minimum of&nbsp;<strong>4 years of proven sales experience</strong>&nbsp;in&nbsp;<strong>Firefighting or HVAC systems</strong>.</li> <li>Strong verbal and written communication skills in English.</li> <li>Excellent presentation and interpersonal skills.</li> <li>Proficient in Microsoft Office and general computer applications.</li> <li>Highly self-motivated, goal-oriented, and results-driven.</li> <li>Ability to manage client relationships effectively and influence decision-making.</li> <li>Strong analytical thinking and flexibility in problem-solving.</li> </ul> <br><br> <br><br> </div>

<p><h4>Aspire Software company overview</h4> <p>Aspire Software operates and manages wholly owned software companies, providing mission-critical solutions across multiple verticals. By implementing industry best practices, Aspire delivers a time sensitive integration process, and the operation of a decentralized model has allowed it to become a hub for creating rapid growth by reinvesting in its portfolio.</p> <h4>About the job</h4> <p>This is a builder role for someone obsessed with what agents can actually do in production. You'll design and ship autonomous AI systems that operate inside the Polygon marketplace — agents that understand jewelry listings, assist buyers and sellers, surface intelligence across decades of trade data, and automate workflows that have been manual for forty years. You won't just be wiring up LLM calls. You'll be designing agentic systems end-to-end: tool definitions, planning loops, memory, evals, guardrails, observability, and the product surfaces that put these capabilities in front of real users.</p> <h4>Key responsibilities</h4> <li>Design and build agentic systems that power core marketplace experiences — listing intelligence, semantic and multi-step search, buyer/seller assistants, trade matching, content moderation, and market analytics</li> <li>Architect tool-using agents with reliable planning, execution, and recovery</li> <li>Build the supporting infrastructure: RAG pipelines, vector search, evals, prompt management, traceability, and cost/latency monitoring</li> <li>Partner with product and design to translate agentic capabilities into UX that members actually use and trust</li> <li>Establish patterns and primitives so the rest of the engineering team can ship agent-powered features confidently</li> <li>Stay on the frontier — evaluate new models, frameworks, and techniques and bring the ones that matter into production</li> <h4>Requirements</h4> <li>3 - 5 years of experience</li> <li>Production experience building agentic systems with LLMs — not just chat wrappers, but agents that plan, use tools, and complete multi-step tasks</li> <li>Deep familiarity with at least one major LLM API (Anthropic, OpenAI, or equivalent), including tool use / function calling, structured outputs, and streaming</li> <li>Experience designing and running evals for non-deterministic systems</li> <li>Strong software engineering fundamentals — TypeScript/Python, modern web stack, API design</li> <li>Pragmatic judgment about when to use agents, when to use simpler pipelines, and when not to use AI at all</li></p><p></p>

<p><h4>Aspire Software company overview</h4> <p>Aspire Software operates and manages wholly owned software companies, providing mission-critical solutions across multiple verticals. By implementing industry best practices, Aspire delivers a time sensitive integration process, and the operation of a decentralized model has allowed it to become a hub for creating rapid growth by reinvesting in its portfolio.</p> <h4>About the job</h4> <p>This is a builder role for someone obsessed with what agents can actually do in production. You'll design and ship autonomous AI systems that operate inside the Polygon marketplace — agents that understand jewelry listings, assist buyers and sellers, surface intelligence across decades of trade data, and automate workflows that have been manual for forty years. You won't just be wiring up LLM calls. You'll be designing agentic systems end-to-end: tool definitions, planning loops, memory, evals, guardrails, observability, and the product surfaces that put these capabilities in front of real users.</p> <h4>Key responsibilities</h4> <li>Design and build agentic systems that power core marketplace experiences — listing intelligence, semantic and multi-step search, buyer/seller assistants, trade matching, content moderation, and market analytics</li> <li>Architect tool-using agents with reliable planning, execution, and recovery</li> <li>Build the supporting infrastructure: RAG pipelines, vector search, evals, prompt management, traceability, and cost/latency monitoring</li> <li>Partner with product and design to translate agentic capabilities into UX that members actually use and trust</li> <li>Establish patterns and primitives so the rest of the engineering team can ship agent-powered features confidently</li> <li>Stay on the frontier — evaluate new models, frameworks, and techniques and bring the ones that matter into production</li> <h4>Requirements</h4> <li>3 - 5 years of experience</li> <li>Production experience building agentic systems with LLMs — not just chat wrappers, but agents that plan, use tools, and complete multi-step tasks</li> <li>Deep familiarity with at least one major LLM API (Anthropic, OpenAI, or equivalent), including tool use / function calling, structured outputs, and streaming</li> <li>Experience designing and running evals for non-deterministic systems</li> <li>Strong software engineering fundamentals — TypeScript/Python, modern web stack, API design</li> <li>Pragmatic judgment about when to use agents, when to use simpler pipelines, and when not to use AI at all</li></p><p></p>

<h2 class="h5">Job description</h2> <div class="t-break" data-jb-field="description"> <p><span>Murex is a global fintech leader in trading, risk management and processing solutions for capital markets.</span></p><br><p><span>Operating from our 19 offices, 3 400 Murexians from over 65 different nationalities ensure the development, implementation and support of our platform which is used by banks, asset managers, corporations and utilities, across the world.&nbsp;</span></p><br><p><span>Join Murex and work on the challenges of an industry at the forefront of innovation and thrive in a people-centric environment. You’ll be part of one global team where you can learn fast and stay true to yourself.</span></p><br><p><b>About the Team:</b></p><br><p>We are the CAPS team (CAPS for Compute Aggregation Processing and Storage), part of the EDM (Enterprise Data Management) domain in the Risk and Buy-Side group within the global development department. Our mission is to build and maintain a highly scalable RTETL framework for capital markets solutions (RTETL stands for Real-Time Extract Transform and Load). The RTETL is a flexible and extensible framework, with customizable connectors, capable of handling large volumes of data in real-time.</p><br><p>As a part of our team, you'll work alongside passionate developers, innovative thinkers, and problem-solvers who strive for excellence in every aspect of the application. We foster an environment of collaboration, exploration, and continuous learning.</p><br><p><b>Your Responsibilities: </b></p><br><ul><li>Build and maintain the RTETL framework: focus on developing and evolving the foundational building blocks on which the RTETL framework is built.</li><li>Develop and enhance capital markets connectors by adding support for additional source and target systems, including the connection to various MX services and writing data to multiple DB vendors.</li><li>Improve the RTETL framework’s performance, scalability, fault tolerance, and observability.</li><li>Participate in design discussions and drive the implementation of complex features.</li><li>Maintain a continuous improvement mindset by continuously researching and experimenting with new technologies that enhance the capabilities of the framework.</li></ul><p><b><i>Your Profile: </i></b></p><br><ul><li>3+ years of experience as a Java developer.</li><li>Solid understanding of design patterns and distributed systems.</li><li>Solid understanding of relational databases.</li><li>Proficiency in Git and Maven.</li><li>Strong debugging and troubleshooting skills with a hands-on approach.</li><li>Excellent written and oral communication.</li><li>Fluent in English; French is a plus.</li><li>Team spirit and collaboration.</li></ul><p><b><i>« Nice to have » skills:&nbsp;&nbsp; </i></b></p><br><ul><li>Familiarity with Apache Spark or other big-data frameworks.</li><li>Experience with ETL frameworks such as Apache NiFi, Apache Airflow, Databricks …</li><li>Experience in writing performance-sensitive Java code.</li><li>Experience working with financial datasets, pricing models, or related analytical engines.</li><li>Knowledge of containerization tools such as Docker and Kubernetes.</li><li>General knowledge of financial markets is a plus</li><li>Interest in exploring the technical and functional aspects of the MX.3 software</li></ul> </div>

<p><h4>Description</h4> <p><strong>Key responsibilities</strong></p> <p><strong>Technical presales support</strong><br> Collaborate with sales teams to understand customer business and technical requirements in KSA and UAE.<br> Design and propose suitable technical solutions aligned with customer needs.<br> Prepare technical proposals, solution architectures, and statements of work.<br> Conduct product presentations, demonstrations, and proof-of-concept (POC) sessions.<br> Respond to RFPs, RFIs, and RFQs with technical and functional inputs.<br> Assist in effort estimation, BOM preparation, and solution sizing.</p> <p><strong>Customer engagement</strong><br> Participate in customer meetings, workshops, and discovery sessions.<br> Explain technical concepts clearly to both technical and non-technical stakeholders.<br> Build trusted relationships with customers, partners, and internal teams.<br> Address customer technical concerns and provide recommendations.</p> <p><strong>Solution design & documentation</strong><br> Prepare high-level and low-level solution designs when required.<br> Create architecture diagrams, implementation approaches, and integration workflows.<br> Ensure proposed solutions follow best practices, scalability, security, and compliance standards.</p> <p><strong>Collaboration</strong><br> Coordinate with engineering, delivery, product, and support teams.<br> Work closely with project managers and solution architects during transition to delivery.<br> Support continuous improvement of presales assets, templates, and demo environments.</p> <p><strong>Market & product knowledge</strong><br> Stay updated on industry trends, competitor solutions, and emerging technologies.<br> Maintain strong understanding of company products, services, and capabilities.</p> <p><strong>Required qualifications</strong></p> <ul> <li>Bachelor’s degree in Computer Science, Information Technology, Engineering, or related field.</li> <li>3–6 years of experience in presales, solution engineering, systems engineering, or technical consulting.</li> <li>Experience in preparing technical proposals and responding to RFPs.</li> <li>Strong understanding of enterprise IT solutions, cloud technologies, integrations, and software architectures.</li> <li>Excellent communication and presentation skills.</li> <li>Ability to work in a fast-paced, customer-facing environment.</li> </ul> <p><strong>Preferred skills</strong></p> <ul> <li>Experience with cloud platforms such as Azure, AWS, or Google Cloud.</li> <li>Knowledge of APIs, integrations, databases, and enterprise applications.</li> <li>Familiarity with cybersecurity, infrastructure, data, or AI solutions is a plus.</li> <li>Experience with diagramming and documentation tools (Visio, Draw.io, etc.).</li> <li>Relevant technical certifications are advantageous.</li> </ul> <p><strong>Soft skills</strong></p> <ul> <li>Strong analytical and problem-solving abilities.</li> <li>Customer-oriented mindset.</li> <li>Strong teamwork and collaboration skills.</li> <li>Ability to manage multiple opportunities simultaneously.</li> <li>Good negotiation and stakeholder management skills.</li> </ul> <p><strong>KPIs / success metrics</strong></p> <ul> <li>Quality and timeliness of technical proposals.</li> <li>Win rate contribution.</li> <li>Customer satisfaction during presales engagements.</li> <li>Accuracy of solution sizing and estimations.</li> <li>Number of successful demos and POCs delivered.</li> </ul></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>

???? Ashrafieh <br>We're looking for a motivated architect to join our team and take ownership of site follow-up and project coordination, reporting directly to the principal. <br>Experience: 6–8 years, with solid hands-on site experience <br>Key Responsibilities: <br> <br>Conduct regular site visits and prepare detailed reports <br>Track and manage listings/decisions requiring action <br>Follow up on minutes of meetings and ensure execution <br>Assess project advancement and monitor expenses in coordination with accounting <br>Report directly to management on project status and issues <br> <br>What We're Looking For: <br> <br>Strong sense of ownership and motivation — this is essential <br>Excellent managerial and communication skills <br>Ability to work independently, follow through, and keep projects on track <br>Comfortable liaising between site teams, consultants, and accounting <br> <br>Reports to: Principal Architect / Firm Owner <br>If you're a proactive architect who thrives on site, enjoys keeping projects organized and moving forward, and communicates clearly with all stakeholders — we'd love to hear from you

<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>Murex is a global fintech leader in trading, risk management and processing solutions for capital markets. Operating from our 19 offices, 3 400 Murexians from over 65 different nationalities ensure the development, implementation and support of our platform which is used by banks, asset managers, corporations and utilities, across the world. Join Murex and work on the challenges of an industry at the forefront of innovation and thrive in a people-centric environment. You ll be part of one global team where you can learn fast and stay true to yourself. Your Mission QA team s main mission is to ensure the delivery of the different software artifacts of the corresponding Murex BPCs with high quality and standards. Our testers, test leads, and test managers follow the development activity closely going from specifications review to manual validation testing in dev branch to Mainstream integration testing and conclude the activity with pre-release testing campaigns. The team works to enhance the Murex experience by ensuring an initial quality of the delivered features combined with an efficient regression coverage calibrated by continuous customer feedback</p><p>Your Role</p><ul><li>Acquire business and MX.3 expertise in the assigned module, and understand how customers use it</li><li>Actively participate in the planning of the product delivery with the agile team</li><li>Design and execute test plans based on the product acceptance criteria and the customer needs</li><li>Build an efficient and effective test suite by automating test scenarios following the testing standards</li><li>Analyze results of manual and automated tests by performing root cause analysis of encountered behaviors, following up on identified issues (regressions, bugs, impacts ) with corresponding peers (developers, business analysts) till resolutions, and fixing/adapting tests when relevant</li><li>Maintain a suite of automatic tests on the mainstream code line and the customers releases/patches to ensure that the integration of new code does not negatively impact the global quality of the platform</li><li>Enhance the overall quality of the MX platform by identifying test coverage gaps and closing them via the right means</li><li>Optimize the path to achieve quality, by continuously improving tests and processes efficiency</li><li>Provide timely and accurate feedback to his team/program on progress of issues and tasks and escalate problems when necessary</li><li>Develop product and financial expertise through continuous learning i.e. e-learning, internal fun competitions, reading, on-the-job experience, knowledge sharing</li><li>Develop technical, testing, and agile methodologies expertise through on the job, continuous learning</li><li>Share acquired expertise with peers through knowledge base, collaboration, training, and communities of practice</li><li>Suggest new ideas and approaches to enhance current processes and procedures</li><li>Build and develop a solid network within Quality Assurance team and with developers, business analysts, product managers</li></ul></div></section><section><p class="heading">Desired Candidate Profile</p><p class="paragraph"></p><ul><li>Engineering or Computer Science degree (bachelor or masters) or equivalent</li><li>At least 4 to 5 years of experience in software development</li><li>Financial background is a plus</li><li>English is a must. French a plus</li><li>Technical skills such as SQL, XML, Unix, Windows, JSON, Java, C++, Python, REST</li><li>Testing knowledge is a plus</li><li>Strong analytical thinking and problem-solving skills</li><li>Communication skills written and spoken</li><li>Teamwork and cross group collaboration</li><li>Drive for excellence</li><li>Eagerness to learn and develop on a broad scope (functional, product, finance, testing and technical)</li><li>Ability to work under pressure in a continuously evolving &amp; challenging environment</li></ul><p></p></section>

<h2 class="h5">Job description</h2> <div class="t-break" data-jb-field="description"> <p><span>Murex is a global fintech leader in trading, risk management and processing solutions for capital markets.</span></p><br><p><span>Operating from our 19 offices, 3 400 Murexians from over 65 different nationalities ensure the development, implementation and support of our platform which is used by banks, asset managers, corporations and utilities, across the world.&nbsp;</span></p><br><p><span>Join Murex and work on the challenges of an industry at the forefront of innovation and thrive in a people-centric environment. You’ll be part of one global team where you can learn fast and stay true to yourself.</span></p><br><p><b>Your Mission</b></p><br><p><span>QA team’s main mission is to ensure the delivery of the different software artifacts of the corresponding Murex BPCs with high quality and standards. Our testers, test leads, and test managers follow&nbsp;the development activity closely going from specifications&nbsp;review to manual validation testing in dev branch to Mainstream integration testing and conclude the activity with pre-release testing campaigns.</span></p><br><p><span>The team works to enhance the Murex experience by ensuring an&nbsp;initial quality of the delivered features combined with an efficient regression coverage calibrated by continuous customer feedback</span></p><br><p><b>Your Role</b></p><br><ul><li><span>Acquire business and MX.3 expertise in the assigned module, and understand how customers use it</span></li><li><span>Actively participate in the planning of the product delivery with the agile team</span></li><li><span>Design and execute test plans based on the product acceptance criteria and the customer needs</span></li><li><span>Build an efficient and effective test suite by automating test scenarios following the testing standards</span></li><li><span>Analyze results of manual and automated tests by performing root cause analysis of encountered behaviors, following up on identified issues (regressions, bugs, impacts…) with corresponding peers (developers, business analysts) till resolutions, and fixing/adapting tests when relevant</span></li><li><span>Maintain a suite of automatic tests on the mainstream code line and the customers’ releases/patches to ensure that the integration of new code does not negatively impact the global quality of the platform</span></li><li><span>Enhance the overall quality of the MX platform by identifying test coverage gaps and closing them via the right means</span></li><li><span>Optimize the path to achieve quality, by continuously improving tests and processes efficiency</span></li><li><span>Provide timely and accurate feedback to his team/program on progress of issues and tasks and escalate problems when necessary</span></li><li><span>Develop product and financial expertise through continuous learning i.e. e-learning, internal fun competitions, reading, on-the-job experience, knowledge sharing…</span></li><li><span>Develop technical, testing, and agile methodologies expertise through on the job, continuous learning</span></li><li><span>Share acquired expertise with peers through knowledge base, collaboration, training, and communities of practice</span></li><li><span>Suggest new ideas and approaches to enhance current processes and procedures</span></li><li><span>Build and develop a solid network within Quality Assurance team and with developers, business analysts, product managers…</span></li></ul><p><b>Your Profile</b></p><br><ul><li><span>Engineering or Computer Science degree (bachelor or masters) or equivalent</span></li><li><span>At least 4 to 5 years of experience in software development</span></li><li><span>Financial background is a plus </span></li><li><span>English is a must. French a plus </span></li><li><span>Technical skills such as SQL, XML, Unix, Windows, JSON, Java, C++, Python, REST </span></li><li><span>Testing knowledge is a plus</span></li><li><span>Strong analytical thinking and problem-solving skills</span></li><li><span>Communication skills written and spoken</span></li><li><span>Teamwork and cross group collaboration </span></li><li><span>Drive for excellence </span></li><li><span>Eagerness to learn and develop on a broad scope (functional, product, finance, testing and technical)</span></li><li><span>Ability to work under pressure in a continuously evolving &amp; challenging environment</span></li></ul><span><span><span><span>Why join us</span></span></span></span><p><span><span><span>We put our people first, with an attitude of care and a legitimate commitment to their success and wellbeing: </span></span></span></p><br><p><span><span><span>Benefit from our competitive compensation and insurance package: </span></span></span></p><br><ul><li><p><span><span><span><span>Attractive salary in USD outside of Lebanon</span></span></span></span></p><br></li><li><p><span><span><span><span>International medical, life and travel insurance</span></span></span></span></p><br></li><li><p><span><span><span><span>Retirement plan</span></span></span></span></p><br></li><li><p><span><span><span><span>Schooling allowance</span></span></span></span></p><br></li><li><p><span><span><span><span>And much more</span></span></span></span></p><br></li></ul><p><span><span><span>Enjoy a hybrid work environment: </span></span></span></p><br><ul><li><p><span><span><span><span>Teleworking at home and abroad</span></span></span></span></p><br></li><li><p><span><span><span><span>Dynamic and supportive work environment focused on employee wellness</span></span></span></span></p><br></li></ul><p><span><span><span>Grow with us and gain international exposure: </span></span></span></p><br><ul><li><p><span><span><span><span>Extensive learning opportunities</span></span></span></span></p><br></li><li><p><span><span><span><span>Learn from a diverse team of experts around the world</span></span></span></span></p><br></li><li><p><span><span><span><span>Possibility for international and internal mobility&nbsp;</span></span></span></span></p><br></li></ul> </div>

<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>

holder of recognized university degree in civil engineering <br>minimum overall experience for 15 years <br>minimum experience of 10 years in similar projects

<section><p class="heading jdMain">Job Description</p><p class="heading">Roles &amp; Responsibilities</p><div class="paragraph"><p>Bachelor in business administration</p><p>3 years experience</p><p>Strong communication skills</p><p>Analytical &amp; Conceptual Skills</p><p>Generating new business</p><p>Preparing price offers</p><p>Dealing with clients</p><p>Cost analysis</p><p>Responsible for warehouse /deliveries</p><p>Handeling customer complaints</p></div></section><section><p class="heading">Desired Candidate Profile</p><p class="paragraph"></p><p>Bachelor in business administration</p><p>3 years experience</p><p>Strong communication skills</p><p>Analytical &amp; Conceptual Skills</p><p>Generating new business</p><p>Preparing price offers</p><p>Dealing with clients</p><p>Cost analysis</p><p>Responsible for warehouse /deliveries</p><p>Handeling customer complaints</p><p></p></section>

**مطلوب مشرف نظافة – بيروت** <br> <br>تعلن شركة **GSM Facility Services**، المتخصصة في خدمات إدارة المرافق والتنظيف التجاري والاستشفائي، عن حاجتها إلى **مشرف نظافة ميداني** للعمل في بيروت. <br> <br>**الشروط الأساسية والإلزامية:** <br> <br>* أن يكون المتقدم **مقيماً في بيروت**. <br>* خبرة عملية لا تقل عن **5 سنوات في الإشراف على فرق النظافة**. <br>* حيازة **رخصة سوق عمومية سارية المفعول**. <br>* خبرة في إدارة العمال، توزيع المهام، تنظيم المناوبات ومتابعة الحضور. <br>* معرفة جيدة بمواد التنظيف والمعدات وأساليب استخدامها الآمن. <br>* القدرة على تدريب العمال الجدد ومراقبة جودة أدائهم. <br>* شخصية قيادية، حازمة، منظمة وقادرة على حل المشكلات الميدانية. <br>* القدرة على إعداد التقارير اليومية والتواصل مع الإدارة والعملاء. <br>* الاستعداد للتنقل بين مواقع العمل داخل بيروت. <br>* الالتزام الكامل بالمواعيد والدوام. <br> <br>**المهام والمسؤوليات:** <br> <br>* الإشراف اليومي على فرق النظافة في مواقع العملاء. <br>* توزيع العمال والمهام ومتابعة تنفيذ خطة العمل. <br>* إجراء جولات تفتيش والتأكد من الالتزام بمعايير الجودة والنظافة. <br>* متابعة الحضور والغياب والتأخير وتقديم التقارير للإدارة. <br>* مراقبة استهلاك مواد ومستلزمات التنظيف وطلب النواقص. <br>* متابعة سلامة المعدات والمحافظة عليها. <br>* استقبال ملاحظات العملاء ومعالجتها بسرعة ومهنية. <br>* تغطية حالات الطوارئ والنقص في المواقع عند الحاجة. <br>* قيادة سيارة الشركة والتنقل بين المواقع بحسب متطلبات العمل. <br> <br>**مكان العمل:** بيروت <br>**نوع الدوام:** دوام كامل <br> <br>يرجى عدم التقدم في حال عدم استيفاء الشروط الثلاثة الأساسية: <br>**الإقامة في بيروت، خبرة 5 سنوات على الأقل، ورخصة سوق عمومية.** <br> <br>للتقديم، يرجى إرسال السيرة الذاتية مع كتابة <br>**Cleaning Supervisor – Beirut**

مطلوب سائق بيك اب لشركة تعمل في مجال التكييف والتبريد ، الصحيه ، مع رخصه سوق عموميه ، خبرة جمع بضائع من الموردين وتوصيلها الى الورش، <br> <br>needed pick up driver for electromechanical contracting company with experience in tools and materials , license is a must