وظائف مهندسين مدنى في لبنان

<h2 class="h5">Job description</h2> <div class="t-break" data-jb-field="description"> <span>Aspire Software is looking for a Forward Deployed Engineer, (AI) 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 Role: As a Forward Deployed Engineer (AI) , you embed directly with our businesses to design and ship AI-powered solutions against real, often messy, problems.<br> You'll move between companies and domains — building a retrieval pipeline for one business one month, standing up an agent workflow for another the next.<br> You own problems end to end: understand the domain, scope the solution, build it, and get it into production.<br> This is fundamentally a builder's role.<br> We care far more about whether you can turn a problem into working software with modern AI tooling than about the title you held before.<br> That means we're open to two kinds of people: experienced software developers , and senior product managers (or others from a product background) who have the technical know-how to actually build things themselves.<br> If you can ship, and you're fluent with AI tooling, the lane you came from matters less than what you can do with it.<br> Why This Role Is Different Hard problems, real impact.<br> The projects are demanding and technically ambitious — you'll work at the frontier of what current AI tooling makes possible, on systems people actually depend on.<br> Breadth no single company can offer.<br> Across finance, logistics, education, government, and automotive, you'll see a far wider range of problems, data, and constraints than you would inside one product — and get sharp at recognizing patterns across all of them.<br> Latest tools, encouraged.<br> We expect you to use the best available AI development tools and to push them hard.<br> Experimentation is part of the job, not a side project.<br> Genuinely generous with tooling.<br> This is one of the real perks of the role.<br> Our leadership structure lets us purchase tools quickly, and we're open about which AI toolsets you use — if a tool will make you faster or better, we'll get it for you without a drawn-out approval process.<br> Autonomy. You're trusted to go deep into a business, figure out what's worth building, and ship it.<br> What You'll Do Embed with portfolio businesses to identify, scope, and build AI-powered solutions to high-value problems.<br> Design and build RAG (retrieval-augmented generation) pipelines and agentic systems that integrate with each business's data and workflows.<br> Integrate large language models via APIs ( Anthropic Claude, OpenAI / GPT , and others) into production applications.<br> Use AI-native development tools ( Cursor, Claude, Windsurf ) and automation platforms ( n8n and similar) to build and ship quickly.<br> Take projects from problem framing through to deployed, maintainable software.<br> Move fluidly between business domains, ramping up fast on unfamiliar industries and codebases.<br> The non-negotiable is that you can build.<br> Beyond that, we recognize two paths into this role: Senior software developers — you've built and shipped real systems and can operate independently.<br> (In rare cases we'll consider a less experienced developer who is exceptionally strong with AI tooling, but senior experience is the norm.<br>) Senior product managers / product backgrounds — you've worked in a product or product-management role and have the genuine technical know-how to build things yourself, not just spec them.<br> If you can take a problem and ship a working AI-powered solution, your product instincts are a real asset here.<br> Whichever path you come from, we also expect: Hands-on experience with AI-native tools such as Cursor, Claude, and Windsurf , and a genuine interest in AI more broadly.<br> Comfort integrating AI APIs (Anthropic, OpenAI, and others) into real applications.<br> The ability to own ambiguous problems end to end and ship.<br> Adaptability — you enjoy jumping into new domains and getting productive quickly.<br> Nice to Have Experience building RAG pipelines in production.<br> Experience building agents / agentic workflows.<br> Familiarity with n8n or similar automation / orchestration platforms.<br> Exposure to any of our verticals: finance, logistics, education, government, or automotive.<br> Tools &amp; Technologies You'll Work With Anthropic Claude · OpenAI / GPT · Cursor · Windsurf · RAG pipelines · AI agents · n8n · LLM APIs</span> </div>

We are looking for an experienced Planning & Cost Control Engineer to join our construction team and support the successful delivery of building projects in Ghana. <br> <br>Key Responsibilities: <br>* Develop and maintain project schedules and work programs <br>* Monitor project progress and prepare periodic progress reports <br>* Track project costs and assist with budget control <br>* Analyze schedule and cost variances and recommend corrective actions <br>* Coordinate with project teams to ensure timely project execution <br>* Prepare planning, forecasting, and performance reports for management <br> <br>Requirements: <br>* Degree in Civil Engineering, Construction Management, or a related field <br>* Proven experience in planning and cost control for construction projects <br>* Strong knowledge of project scheduling tools (Primavera P6 and/or MS Project) <br>* Excellent analytical and reporting skills <br>* Good English communication skills <br>* Willingness to relocate/work in Ghana <br> <br>The ideal candidate should be organized, detail-oriented, and capable of managing project schedules and costs effectively. <br> <br>Interested candidates may send their CVs

Position Data: <br>Job Title: HVAC Sales Engineer <br> <br>Department: Sales <br> <br>Relationship <br>Reporting to: Managing Partners <br> <br>Liaison: Internal: Managing Partners, Sales Engineers, Application Engineer, Sales Team, Procurement, Accounting, Warehouse, Operations <br> External: Customers, Consultants, Contractors, Developers, Owners rep., Public sector parties, Installers, Maintenance team, competitors <br> <br> <br>Basic Function: <br>To achieve the sales and receivables targets set by the sales Engineer and the company with specified Gross Margin contribution in line with the company’s policies for meeting the company business requirements. <br> <br>Key Performance Areas: <br>Sales Functions: <br>• To scan the market within assigned territories for identifying and developing customers’ relationships and generating sales <br>• To respond to customers’ enquiries on time with the right selection of products which meet the customers’ technical requirement and offering a tailor-made solution <br>• To make proper selection of materials as per projects / customers’ requirements and get necessary approvals from the Management <br>• To follow up quotations with technical and commercial support to insure placing orders and following up until goods are delivered to destinations <br>• To provide the management with competitions’ information about their products and markets to adjust the sales strategy accordingly <br>• To Collect Receivables relative to the executed sales and deliveries of materials as per agreed payment terms <br>  <br>Customers’ Relationship: <br>• To visit and market the products at the consultants with technical and commercial presentations to answer all questions relative to the acceptability of the products and their nomination for commercial projects <br>• To commercialize the Products at customers’ premises to ensure that sales deals are closed <br>• To answer effectively to customers’ calls and inquiries with exquisite pleasance and professionalism within acceptable time frame <br>• To ensure continuous follow up and personal conduct with all customers to enhance customers’ satisfaction and increase the sales volume <br>• To attend and solve promptly customers’ complaints within an acceptable time frame <br> <br> <br>Office Management: <br>• To compute and promptly update all leads, opportunities & customers in the ERP system for proper follow up <br>• To process the quotations and orders in the ERP as per the nature of the job. When necessary, coordinate with Management for initiating procurement of items/goods from Suppliers <br>• To be responsible for accurate preparation of all documents such as quotations, sales orders, delivery forms, invoices, receipts etc. <br>• To coordinate with Suppliers of materials in terms of Technical Compliance of their products and Services with the market / projects’ requirements <br>• To maintain adequate sales and receivables closing ratio as per company’s practices <br>• To follow up and to be accountable for pending receivables from customers <br>• To coordinate with customers and warehouse for accurate delivery of materials <br> <br> <br>Core Competency Level: <br>Qualifications: Bachelors’ Degree in Mechanical Engineering <br> <br>Personal Details Around 25 – 35 years <br> <br>Knowledge: Thorough knowledge and Experience in Electro-mechanical products focus on HVAC systems, selections, designs and applications, Pumps, Plumbing and the Lebanese market including Consultants, Contractors, Developers, Traders. <br> <br>Skills: 3 to 7 years’ relevant experience <br>Excellent communication and inter-personal skills, a team-player, excellent negotiations and computer skills, good behavior, well mannered, pleasing and strong personality

The AI Platform Engineer is responsible for designing, building, deploying, and maintaining the infrastructure, platforms, and applications that support the organization's AI initiatives. The role focuses on developing AI-enabled solutions, AI agents, and Model Context Protocols (MCPs), while ensuring scalable, secure, and reliable deployment environments. The AI Platform Engineer works closely with the AI Transformation team, business stakeholders, and ICT teams to deliver innovative AI solutions that drive operational efficiency and business value. <br> <br>Duties & Responsibilities <br>A. AI Platform & Infrastructure Management <br>• Build, configure, and maintain AI development, testing, and production environments. <br>• Manage AI infrastructure components to ensure scalability, performance, reliability, and security. <br>• Support the deployment and operation of AI models, services, and applications across cloud and on-premises environments. <br>• Monitor platform performance and implement improvements to optimize availability and efficiency. <br>• Troubleshoot infrastructure, deployment, and integration issues related to AI solutions. <br> <br>B. AI Solutions Development <br>• Design and develop AI-powered applications, tools, and services to support business requirements. <br>• Build and maintain AI agents, MCPs (Model Context Protocols), and workflow automation solutions. <br>• Integrate Large Language Models (LLMs) and other AI technologies into enterprise applications. <br>• Develop APIs and backend services to support AI capabilities and system integrations. <br>• Contribute to the evaluation and adoption of emerging AI technologies and frameworks. <br> <br>C. Full-Stack Application Development <br>• Develop and maintain front-end interfaces for AI-powered applications and platforms. <br>• Design and implement scalable backend services, APIs, and integration components. <br>• Ensure applications are secure, maintainable, and aligned with development standards. <br>• Participate in application testing, debugging, performance tuning, and optimization activities. <br> <br>D. Cloud & DevOps Operations <br>• Deploy and manage AI applications and services on Microsoft Azure. <br>• Support CI/CD pipelines and deployment automation for AI and software development projects. <br>• Manage cloud resources and environments to ensure efficient utilization and cost optimization. <br>• Implement monitoring, logging, and operational support processes for deployed solutions. <br>• Ensure adherence to security, governance, and infrastructure best practices. <br>E. Collaboration & Innovation <br>• Collaborate with AI engineers, data scientists, software developers, and business stakeholders to deliver AI initiatives. <br>• Participate in solution design sessions and contribute technical recommendations. <br>• Document technical architectures, deployment procedures, and development standards. <br>• Stay current with advances in AI, cloud technologies, development frameworks, and industry best practices. <br>• Support experimentation, prototyping, and innovation activities within the AI Transformation Department. <br> <br> <br>Skills/Qualifications <br>Education <br>• Bachelor's degree in Computer Science, Software Engineering, Information Technology, Artificial Intelligence, or a related field. <br> <br>Experience / Knowledge <br>• 3–5 years of experience in software engineering, platform engineering, AI engineering, or related technical roles. <br>• Experience building and deploying applications in cloud environments, preferably Microsoft Azure. <br>• Hands-on experience developing AI-enabled applications, AI agents, and MCP-based solutions. <br>• Strong knowledge of modern AI frameworks, tools, and LLM ecosystems. <br>• Experience with API development, system integrations, and microservices architecture. <br>• Familiarity with containerization technologies and deployment automation tools is an advantage. <br>• Experience working with Linux environments is preferred. <br> <br>Technical Skills <br>• Proficiency in front-end and back-end development technologies. <br>• Strong programming skills in languages such as Python, JavaScript/TypeScript, or similar. <br>• Experience with Azure services, cloud deployment, and infrastructure management. <br>• Knowledge of REST APIs, databases, authentication mechanisms, and application security. <br>• Understanding of DevOps practices, CI/CD pipelines, and version control systems. <br> <br>Competencies <br>• Strong analytical and problem-solving skills. <br>• Ability to work independently and manage multiple priorities. <br>• Strong communication and collaboration abilities. <br>• Continuous learning mindset with a passion for emerging AI technologies. <br>• Attention to detail and commitment to delivering high-quality solutions. <br>• Ability to operate effectively in a fast-paced, innovation-driven environment

Position Data: <br>Job Title: Mechanical Selection Engineer <br> <br>Department: Sales <br> <br>Relationship <br>Reporting to: Senior Sales Engineer & Managing Partner <br> <br>Liaison: Internal: Managing Partners, Sales Engineers, Application Engineers, Accounting, Warehouse, Operations <br> External: Customers, Developers, Consultants, Contractors, Maintenance team <br> <br> <br>Basic Function: <br>To Analyze project specifications then to select and issue quotations of appropriate mechanical products and equipment based on bill of quantities, drawings and / or technical requirements in line with the department’s quotation process. <br> <br>Key Performance Areas: <br>Sales Support and Office Functions: <br> <br>• To respond to customers’ enquiries on time with the right selection of products which meet the customers’ technical requirement and offering a tailor-made solution <br>• To make proper selection of materials as per projects / customers’ requirements and get necessary approvals from the Management <br>• To compute and promptly update all leads, opportunities & customers in the ERP system for proper follow up <br>• To process the quotations and orders in the ERP as per the nature of the job. When necessary, coordinate with Management for initiating procurement of items/goods from Suppliers <br>• To be responsible for accurate preparation of all documents such as quotations, sales orders etc. <br>• To coordinate with Suppliers of materials in terms of Technical Compliance of their products and Services with the market / projects’ requirements <br> <br>  <br> <br>Core Competency Level: <br> <br>Qualifications: Bachelors’ Degree in Mechanical Engineering <br> <br>Personal Details Around 22 – 30 years old <br> <br>Knowledge: Thorough knowledge of Electro-mechanical products, selections, designs and applications Including but not limited to HVAC systems, Fire Fighting Systems, Fans, Pumps and Electro-Mechanical materials <br> <br> <br>Skills: Relevant earlier experience is a plus <br>Excellent communication and inter-personal skills, a team-player, excellent computer skills, good behavior, well mannered, pleasing and strong personality

We are looking for an experienced Planning & Cost Control Engineer to join our construction team and support the successful delivery of building projects in Ghana. <br> <br>Key Responsibilities: <br>* Develop and maintain project schedules and work programs <br>* Monitor project progress and prepare periodic progress reports <br>* Track project costs and assist with budget control <br>* Analyze schedule and cost variances and recommend corrective actions <br>* Coordinate with project teams to ensure timely project execution <br>* Prepare planning, forecasting, and performance reports for management <br> <br>Requirements: <br>* Degree in Civil Engineering, Construction Management, or a related field <br>* Proven experience in planning and cost control for construction projects <br>* Strong knowledge of project scheduling tools (Primavera P6 and/or MS Project) <br>* Excellent analytical and reporting skills <br>* Good English communication skills <br>* Willingness to relocate/work in Ghana <br> <br>The ideal candidate should be organized, detail-oriented, and capable of managing project schedules and costs effectively. <br> <br>Interested candidates may send their CVs

We are looking for an experienced Planning & Cost Control Engineer to join our construction team and support the successful delivery of building projects in Ghana. <br> <br>Key Responsibilities: <br>* Develop and maintain project schedules and work programs <br>* Monitor project progress and prepare periodic progress reports <br>* Track project costs and assist with budget control <br>* Analyze schedule and cost variances and recommend corrective actions <br>* Coordinate with project teams to ensure timely project execution <br>* Prepare planning, forecasting, and performance reports for management <br> <br>Requirements: <br>* Degree in Civil Engineering, Construction Management, or a related field <br>* Proven experience in planning and cost control for construction projects <br>* Strong knowledge of project scheduling tools (Primavera P6 and/or MS Project) <br>* Excellent analytical and reporting skills <br>* Good English communication skills <br>* Willingness to relocate/work in Ghana <br> <br>The ideal candidate should be organized, detail-oriented, and capable of managing project schedules and costs effectively. <br> <br>Interested candidates may send their CVs

<h2 class="h5">Job description</h2> <div class="t-break" data-jb-field="description"> <span>About Noema Consulting Noema stands as a reliable partner, delivering cutting-edge IT solutions and outstanding service to organizations across diverse industries, with a special emphasis on banking.<br> Leveraging deep expertise in digital transformation, data analytics &amp; AI, SAP solutions, and quality assurance &amp; support, Noema empowers clients to streamline processes, make smarter decisions, and drive sustainable business growth at an accelerated pace.<br> The role: The Senior Frontend Software Engineer designs, builds, and maintains complex, high-quality web applications, working closely with cross-functional teams to deliver exceptional user experiences.<br> The role also involves contributing to key architectural decisions, leading technical initiatives, and mentoring junior team members to drive excellence across the front-end development process.<br> Key Responsibilities: Design, develop, and maintain responsive and user-friendly web applications using modern JavaScript frameworks (React).<br> Lead the design of frontend architecture, ensuring scalability, maintainability, and high performance while following best practices and industry standards.<br> Collaborate closely with product managers, UX/UI designers, and backend developers to translate business requirements into technical solutions.<br> Conduct code reviews to maintain high code quality, consistency, and adherence to development standards.<br> Mentor junior developers and provide guidance on best practices, problem-solving, and professional development.<br> Optimize applications for maximum speed, performance, and scalability across devices and browsers.<br> Develop and maintain unit and integration tests and troubleshoot issues when they arise.<br> Stay up to date with emerging front-end technologies, tools, and trends to continuously improve development practices.<br> Work with design systems and component libraries to ensure consistency and reusability across projects.<br> Participate actively in Agile ceremonies, including sprint planning, stand-ups, and retrospectives.<br> A fully remote work environment.<br> The opportunity to contribute to international projects for global clients.<br> A collaborative, multicultural team setting.<br> The chance to take ownership and make a real impact.<br> Exposure to experienced professionals and high-quality delivery standards.<br> A culture built on collaboration, professionalism, and continuous improvement.<br> This opportunity is managed by Noema Consulting.<br> HumanI is hosting this job listing on behalf of Noema Consulting.<br> By submitting your application, you acknowledge that your CV and the personal information you provide will be shared with and processed by Noema Consulting’s Talent Acquisition Team for recruitment purposes related to this opportunity.<br> Your application will be handled in accordance with applicable data protection and privacy laws.<br> Experience: 5+ years in front-end development, delivering complex and scalable web applications.<br> Strong background in designing, building, and maintaining modern web solutions with a strong user experience focus.<br> Experience contributing to front-end architecture decisions around scalability, maintainability, and performance.<br> Involvement in translating requirements into technical solutions in collaboration with product, design, and backend teams.<br> Experience conducting code reviews and supporting engineering quality across the codebase.<br> Educational Background: Bachelor’s or Master’s degree in Computer Science, Software Engineering, or a related discipline.<br> Key Competencies: Strong frontend expertise in React, core frontend technologies, state management, tooling, and build systems.<br> Ability to build scalable, maintainable, high-performing, and user-focused web applications.<br> Solid knowledge of responsive development, API integration, testing, performance, SEO, accessibility, and reliability.<br> Experience with design systems, reusable components, and component libraries.<br> Strong analytical thinking, problem-solving, and ability to translate requirements into technical solutions.<br> Ownership, accountability, reliability, and commitment to high-quality delivery.<br> Clear communication and effective collaboration with product, design, backend, and cross-functional teams.<br> Agile mindset, technical guidance, code review, and knowledge sharing.<br> Continuous improvement mindset with focus on code quality, performance, and team practices.<br> Digital mindset, openness to AI tools, remote collaboration, self-management, and global/cultural awareness.<br></span> </div>

We are looking for an experienced Planning & Cost Control Engineer to join our construction team and support the successful delivery of building projects in Ghana. <br> <br>Key Responsibilities: <br>* Develop and maintain project schedules and work programs <br>* Monitor project progress and prepare periodic progress reports <br>* Track project costs and assist with budget control <br>* Analyze schedule and cost variances and recommend corrective actions <br>* Coordinate with project teams to ensure timely project execution <br>* Prepare planning, forecasting, and performance reports for management <br> <br>Requirements: <br>* Degree in Civil Engineering, Construction Management, or a related field <br>* Proven experience in planning and cost control for construction projects <br>* Strong knowledge of project scheduling tools (Primavera P6 and/or MS Project) <br>* Excellent analytical and reporting skills <br>* Good English communication skills <br>* Willingness to relocate/work in Ghana <br> <br>The ideal candidate should be organized, detail-oriented, and capable of managing project schedules and costs effectively. <br> <br>Interested candidates may send their CVs

We are looking for an experienced Planning & Cost Control Engineer to join our construction team and support the successful delivery of building projects in Ghana. <br> <br>Key Responsibilities: <br>* Develop and maintain project schedules and work programs <br>* Monitor project progress and prepare periodic progress reports <br>* Track project costs and assist with budget control <br>* Analyze schedule and cost variances and recommend corrective actions <br>* Coordinate with project teams to ensure timely project execution <br>* Prepare planning, forecasting, and performance reports for management <br> <br>Requirements: <br>* Degree in Civil Engineering, Construction Management, or a related field <br>* Proven experience in planning and cost control for construction projects <br>* Strong knowledge of project scheduling tools (Primavera P6 and/or MS Project) <br>* Excellent analytical and reporting skills <br>* Good English communication skills <br>* Willingness to relocate/work in Ghana <br> <br>The ideal candidate should be organized, detail-oriented, and capable of managing project schedules and costs effectively. <br> <br>Interested candidates may send their CVs

<section><p class="heading jdMain">Job Description</p><p class="heading">Roles &amp; Responsibilities</p><div class="paragraph"><p>Aspire Software is looking for an AI Product Engineer to join our team in Lebanon. Here is a little window into our company: 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. We're looking for a killer AI Product Manager someone highly driven and entrepreneurial who can take AI-powered products from idea to revenue in a real-world, hardware-meets-software environment. This role is not about checking boxes for years of experience it's about energy, ambition, and the ability to execute. We're looking for someone who thrives in fast-paced, high-growth environments, is passionate about AI innovation, and has the vision to turn ideas into scalable products. Key Responsibilities What your day will look like:</p><p><strong>AI Product and Technology Leadership</strong></p><ul><li>Own the AI product roadmap across the ecosystem from dynamic pricing and guest personalization to AI-powered booking and operational intelligence</li><li>Build a proof of concept (PoC) within a few weeks to validate AI-driven ideas quickly</li><li>Oversee the development, deployment, and commercialization of AI-driven solutions across our software platforms and connected hardware devices</li><li>Work closely with AI engineers, hardware teams, and customers to refine solutions for real-world impact in high-volume, guest-facing environments</li></ul><p><strong>Business Leadership</strong></p><ul><li>Develop and execute the product strategy, ensuring alignment with company goals and driving growth of AI offerings within the leisure and entertainment vertical</li><li>Execute against a provided playbook, building an initial proof of concept and scaling once validated</li></ul><p><strong>Operational Excellence</strong></p><ul><li>Build and optimize workflows for customer onboarding, support, and internal processes to ensure scalability and efficiency</li><li>Establish metrics and KPIs to measure and improve performance across the product portfolio</li></ul><p><strong>Customer and Market Insights</strong></p><ul><li>Conduct market research and competitive analysis across the cashless payments and venue technology landscape to refine strategy and offerings</li><li>Engage directly with operators parks, venues, FECs to ensure customer feedback is integrated into product development and iteration</li></ul><p><strong>Team Building and Operations</strong></p><ul><li>Foster a high-performance culture that encourages agility, execution, and innovation</li><li>Scale operations while maintaining a startup mentality fast, lean, and customer-drive</li></ul><p>You move fast and get things done</p><p>You don't wait for perfect conditions you make things happen</p><p>You thrive in uncertainty</p><p>You see ambiguity as an opportunity, not a challenge</p><p>You are passionate about AI and its real-world impact</p><p>Whether technical or business-driven, you understand how AI is shaping the future of payments and guest experiences</p><p>You are a builder</p><p>You love creating from scratch whether it's teams, products, or business models</p><p>You are relentless</p><p>Scaling a product is not a straight line, and you have the grit to push through</p></div></section><section><p class="heading">Desired Candidate Profile</p><p class="paragraph"></p><p>Strong understanding of AI/ML technologies and their commercial applications</p><p>Experience with hardware products is a strong asset familiarity with embedded systems, IoT devices, payment terminals, RFID/NFC, or connected hardware-software ecosystems will set you apart</p><p>Experience in payments, fintech, or venue/attractions technology is a plus</p><p>An entrepreneurial background or experience building/scaling a product, startup, or high-growth venture is a plus</p><p>Ability to lead and inspire teams in a fast-moving, high-growth environment</p><p>No strict experience requirements we're looking for the right mindset, energy, and ability to execute</p><p>At least a Bachelor's degree in Computer Engineering or Electrical Engineering (an asset), or Artificial Intelligence, Computer Science, Business, or a similar related discipline</p><p>Being fluent in the English language, written and verbal, is essential</p><p>Must work US Central Hours</p><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>

<h2 class="h5">Job description</h2> <div class="t-break" data-jb-field="description"> <span>Aspire Software is looking for an AI Product Engineer 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> We're looking for a killer AI Product Manager — someone highly driven and entrepreneurial who can take AI-powered products from idea to revenue in a real-world, hardware-meets-software environment.<br> This role is not about checking boxes for years of experience – it's about energy, ambition, and the ability to execute.<br> We're looking for someone who thrives in fast-paced, high-growth environments, is passionate about AI innovation, and has the vision to turn ideas into scalable products.<br> Key Responsibilities What your day will look like: AI Product and Technology Leadership Own the AI product roadmap across the ecosystem — from dynamic pricing and guest personalization to AI-powered booking and operational intelligence Build a proof of concept (PoC) within a few weeks to validate AI-driven ideas quickly Oversee the development, deployment, and commercialization of AI-driven solutions across our software platforms and connected hardware devices Work closely with AI engineers, hardware teams, and customers to refine solutions for real-world impact in high-volume, guest-facing environments Business Leadership Develop and execute the product strategy, ensuring alignment with company goals and driving growth of AI offerings within the leisure and entertainment vertical Execute against a provided playbook, building an initial proof of concept and scaling once validated Operational Excellence Build and optimize workflows for customer onboarding, support, and internal processes to ensure scalability and efficiency Establish metrics and KPIs to measure and improve performance across the product portfolio Customer and Market Insights Conduct market research and competitive analysis across the cashless payments and venue technology landscape to refine strategy and offerings Engage directly with operators — parks, venues, FECs — to ensure customer feedback is integrated into product development and iteration Team Building and Operations Foster a high-performance culture that encourages agility, execution, and innovation Scale operations while maintaining a startup mentality – fast, lean, and customer-drive You move fast and get things done – You don't wait for perfect conditions – you make things happen You thrive in uncertainty – You see ambiguity as an opportunity, not a challenge You are passionate about AI and its real-world impact – Whether technical or business-driven, you understand how AI is shaping the future of payments and guest experiences You are a builder – You love creating from scratch – whether it's teams, products, or business models You are relentless – Scaling a product is not a straight line, and you have the grit to push through Strong understanding of AI/ML technologies and their commercial applications Experience with hardware products is a strong asset – familiarity with embedded systems, IoT devices, payment terminals, RFID/NFC, or connected hardware-software ecosystems will set you apart Experience in payments, fintech, or venue/attractions technology is a plus An entrepreneurial background or experience building/scaling a product, startup, or high-growth venture is a plus Ability to lead and inspire teams in a fast-moving, high-growth environment No strict experience requirements – we're looking for the right mindset, energy, and ability to execute At least a Bachelor's degree in Computer Engineering or Electrical Engineering (an asset), or Artificial Intelligence, Computer Science, Business, or a similar related discipline Being fluent in the English language, written and verbal, is essential Must work US Central Hours Why Join Us?<br> Shape the AI strategy of an established market leader with the resources to win — and the agility of a startup Work at the intersection of AI, payments, and physical hardware deployed at scale in some of the world's most exciting venues Work at the cutting edge of AI innovation with top-tier talent and industry experts Competitive compensation package with a growth-based incentive and potential equity participation A high-impact, entrepreneurial role with unlimited growth potential</span> </div>

We are looking for an experienced Planning & Cost Control Engineer to join our construction team and support the successful delivery of building projects in Ghana. <br> <br>Key Responsibilities: <br>* Develop and maintain project schedules and work programs <br>* Monitor project progress and prepare periodic progress reports <br>* Track project costs and assist with budget control <br>* Analyze schedule and cost variances and recommend corrective actions <br>* Coordinate with project teams to ensure timely project execution <br>* Prepare planning, forecasting, and performance reports for management <br> <br>Requirements: <br>* Degree in Civil Engineering, Construction Management, or a related field <br>* Proven experience in planning and cost control for construction projects <br>* Strong knowledge of project scheduling tools (Primavera P6 and/or MS Project) <br>* Excellent analytical and reporting skills <br>* Good English communication skills <br>* Willingness to relocate/work in Ghana <br> <br>The ideal candidate should be organized, detail-oriented, and capable of managing project schedules and costs effectively. <br> <br>Interested candidates may send their CVs

We are looking for an experienced Planning & Cost Control Engineer to join our construction team and support the successful delivery of building projects in Ghana. <br> <br>Key Responsibilities: <br>* Develop and maintain project schedules and work programs <br>* Monitor project progress and prepare periodic progress reports <br>* Track project costs and assist with budget control <br>* Analyze schedule and cost variances and recommend corrective actions <br>* Coordinate with project teams to ensure timely project execution <br>* Prepare planning, forecasting, and performance reports for management <br> <br>Requirements: <br>* Degree in Civil Engineering, Construction Management, or a related field <br>* Proven experience in planning and cost control for construction projects <br>* Strong knowledge of project scheduling tools (Primavera P6 and/or MS Project) <br>* Excellent analytical and reporting skills <br>* Good English communication skills <br>* Willingness to relocate/work in Ghana <br> <br>The ideal candidate should be organized, detail-oriented, and capable of managing project schedules and costs effectively. <br> <br>Interested candidates may send their CVs

We are looking for an experienced Planning & Cost Control Engineer to join our construction team and support the successful delivery of building projects in Ghana. <br> <br>Key Responsibilities: <br>* Develop and maintain project schedules and work programs <br>* Monitor project progress and prepare periodic progress reports <br>* Track project costs and assist with budget control <br>* Analyze schedule and cost variances and recommend corrective actions <br>* Coordinate with project teams to ensure timely project execution <br>* Prepare planning, forecasting, and performance reports for management <br> <br>Requirements: <br>* Degree in Civil Engineering, Construction Management, or a related field <br>* Proven experience in planning and cost control for construction projects <br>* Strong knowledge of project scheduling tools (Primavera P6 and/or MS Project) <br>* Excellent analytical and reporting skills <br>* Good English communication skills <br>* Willingness to relocate/work in Ghana <br> <br>The ideal candidate should be organized, detail-oriented, and capable of managing project schedules and costs effectively. <br> <br>Interested candidates may send their CVs

توظف شركة رائدة مهندس مشتريات أول يتمتع بخبرة لا تقل عن 3 إلى 5 سنوات في مجال مشتريات الميكانيكا والكهرباء والسباكة (MEP).<br>المسؤوليات<br> إدارة عمليات البحث عن الموردين والمشتريات والمفاوضات<br> مراجعة المستندات الفنية وإعداد مقارنات التكلفة<br> إصدار أوامر الشراء وتنسيق تسليم المواد<br> ضمان الامتثال الفني ودعم المشاريع في الوقت المناسب<br>المتطلبات<br> درجة البكالوريوس في الهندسة الميكانيكية<br> خبرة في المشتريات ضمن قطاع الميكانيكا والكهرباء والسباكة (MEP)<br> معرفة قوية بأنظمة التدفئة والتهوية وتكييف الهواء (HVAC)، والسباكة، ومكافحة الحرائق، وأنظمة الجهد المنخفض (LV) وأنظمة الجهد المنخفض جدًا (ELV)<br> إتقان اللغتين الفرنسية والإنجليزية (إلزامي)<br> إجادة برامج SAP/ERP، وExcel، وAutoCAD<br> مهارات قوية في التفاوض والتواصل والتحليل<br><br>من الاثنين إلى الجمعة: من الساعة 9 صباحًا حتى 5 مساءً<br>راتب يصل إلى 1800 - 2000 دولار أمريكي بالإضافة إلى مزايا أخرى

مجموعة GlobeMed، أكبر شركة لإدارة مزايا الرعاية الصحية في منطقة الشرق الأوسط وشمال إفريقيا، تبحث عن مهندس ذكاء اصطناعي / تعلم آلي أول سيكون مسؤولاً عن تصميم وتطوير ودمج ونشر قدرات الذكاء الاصطناعي عبر GlobeMed. توفر الدور خبرة تقنية عليا في هندسة الذكاء الاصطناعي، وتطوير التطبيقات، مع العمل عن كثب مع الفرق التجارية والتقنية لتقديم قدرات ذكاء اصطناعي موثوقة وقابلة للتوسع وآمنة ومتوافقة مع احتياجات المؤسسة.\n<br>\n<br>المهام والمسؤوليات:\n<br>\n<br> تصميم وتطوير قدرات الذكاء الاصطناعي والتطبيقات وتدفقات العمل المدعومة بالذكاء الاصطناعي باستخدام أدوات وأطر الذكاء الاصطناعي الحديثة.\n<br> تطوير وتكامل وكلاء AI وواجهات برمجة التطبيقات والقدرات المستندة إلى MCP حيثما ينطبق ذلك.\n<br> تطوير وصيانة مكونات الواجهة الأمامية والخلفية الداعمة لتطبيقات الذكاء الاصطناعي.\n<br> تطبيق أدوات الترميز المدعومة بالذكاء الاصطناعي لتحسين كفاءة التطوير وجودة الكود.\n<br> تقييم واعتماد تقنيات وأطر وممارسات تطوير الذكاء الاصطناعي الناشئة.\n<br> ضمان أن تصاميم حلول الذكاء الاصطناعي تقابل قابلية التوسع والموثوقية والأمان وقابلية الصيانة.\n<br> العمل مع فرق تكنولوجيا المعلومات والاتصالات لضمان معالجة بنية تحتية مناسبة ومتطلبات الشبكات والأمن والموارد.\n<br> رصد وتحسين الأداء التقني واستخدام الموارد في بيئات الذكاء الاصطناعي.\n<br> قيادة الاختبار Technical testing والتحقق من حلول الذكاء الاصطناعي قبل التنفيذ.\n<br> تقييم حلول الذكاء الاصطناعي من حيث الدقة والموثوقية والأداء وسهولة الاستخدام وقابلية التوسع.\n<br> تحديد القضايا التقنية والوظيفية وتنسيق حلها.\n<br> وضع أساليب اختبار مناسبة لنماذج AI والوكلاء والتكامل والتطبيقات.\n<br> تدريب وتقييم وتحسين نماذج التعلم الآلي على بيانات تاريخية للتحليل التنبئي.\n<br>\n<br>المؤهلات\n<br>\n<br>التعليم:\n<br>\n<br> درجة البكالوريوس في علوم الكمبيوتر، هندسة البرمجيات، الذكاء الاصطناعي، تقنية المعلومات، أو مجال تقني ذي صلة.\n<br> يُفضل وجود درجة ماجستير ذات صلة أو شهادة AI/Cloud مهنية.\n<br>\n<br>الخبرة/المعرفة:\n<br>\n<br> 3-6 سنوات من الخبرة في منصات الذكاء الاصطناعي.\n<br> خبرة عملية قوية في تطوير ونشر تطبيقات وقدرات الذكاء الاصطناعي.\n<br> معرفة قوية بأدوات وأطر وواجهات برمجة التطبيقات والـ LLMs وممارسات تطوير الذكاء الاصطناعي الحديثة.\n<br> خبرة في الوكلاء AI و MCPs والتكاملات مع الذكاء الاصطناعي.\n<br> خبرة باستخدام أدوات الترميز المدعوم بالذكاء الاصطناعي وتطوير البرمجيات بمساعدة AI.\n<br> خبرة في العمل مع قواعد البيانات القديمة باستخدام SQL.\n<br> معرفة شاملة بالبرمجة باستخدام بايثون أو لغات مماثلة.\n<br> تكامل منصة التحكم في المصدر مثل GIT.\n<br> خبرة سابقة في العمل مع الخدمات الدقيقة الصغيرة (microservices)\n<br> يفضل وجود خبرة سابقة في أنظمة رسائل وقنوات تدفق البيانات كميزة إضافية.\n<br> معرفة بمنهجية Agile مع خبرة سابقة في أنظمة التذاكر مثل Jira كميزة إضافية.\n<br> خبرة في العمل على نماذج ML مع خبرة عملية باستخدام منصات مثل PyTorch.\n<br> اختبارات نموذج عملية، تقييم القياسات، وتحسين دقة نماذج التوقع ML

<p><h4>الوصف</h4> <p>تبحث Mindrift عن مهندسين مهابيلين في استخراج البيانات باستخدام بايثون كبار السن للانضمام إلى مشروع Tendem وقيادة تدفقات استخراج البيانات المتخصصة ضمن نظامنا الهجين بين الذكاء الاصطناعي والبشر.</p> <p>في هذا الدور، كـ قائد AI – هكذا نُشير إلى هذا الدور في Mindrift – ستتعاون مع وكلاء Tendem الذين يتولون المهام المتكررة، بينما تقدم التفكير النقدي والخبرة الميدانية ومراقبة الجودة لتقديم نتائج دقيقة وقابلة للتنفيذ.</p> <p>هذه الفرصة عن بُعد بدوام جزئي مثالية للمتخصصين التقنيين ذوي الخبرة العملية في استخراج البيانات من الويب، واستخراجها ومعالجتها.</p> <h4>ماذا نفعل</h4> <p>تربط منصة Mindrift المتخصصين بمشاريع AI من رواد التقنية الكبار. مهمتنا هي فتح إمكانات الذكاء الاصطناعي التوليدي من خلال الاستفادة من خبرة العالم الحقيقي من جميع أنحاء العالم.</p> <p>هذه وظيفة مستقلة لمشروع Tendem. كمهندس استخراج بيانات بايثون أول سِنْيُور، ستتعامل مع مهام استخراج البيانات التي تتطلب دقة تقنية في استخراج الويب ومعالجته، مستخدمًا أدوات متنوعة مثل Apify وOpenRouter الموردة إلى جانب أساليبك المبدعة.</p> <h4>المسؤوليات الأساسية:</h4> <li>امتلاك تدفقات استخراج البيانات من البداية إلى النهاية عبر مواقع ويب معقدة، مع ضمان التغطية الكاملة والدقة والتسليم الموثوق للبيانات المهيكلة.</li> <li>استغلال الأدوات الداخلية (Apify، OpenRouter) بجانب تدفقات عمل مخصصة لتسريع جمع البيانات والتحقق وتنفيذ المهام مع الالتزام بالمتطلبات المحددة.</li> <li>ضمان استخراج موثوق من مصادر ويب ديناميكية وتفاعلية، وتكييف الأساليب حسب الحاجة للتعامل مع المحتوى المعروض بجافاسكريبت وتغير سلوك الموقع.</li> <li>فرض معايير جودة البيانات من خلال فحوصات التحقق، والتحكم في الاتساق عبر المصادر، والالتزام بمواصفات التنسيق، والتحقق المنهجي قبل التسليم.</li> <li>تطوير عمليات المسح لبيانات كبيرة باستخدام تجميع كفء أو توازي، رصد الإخفاقات، والحفاظ على الاستقرار مع تغييرات بنيوية بسيطة في الموقع.</li> <h4>المتطلبات:</h4> <li>خبرة لا تقل عن 5+ سنوات في هندسة البيانات، استخراج الويب، الأتمتة، أو تطوير البرمجيات (مطلوب).</li> <li>درجة البكالوريوس أو الماجستير في الهندسة، الرياضيات التطبيقية، علوم الكمبيوتر، أو مجالات تقنية ذات صلة تعد ميزة.</li> <li>يجب أن يمتلك المرشحون أساساً تقنياً قوياً وخبرة عملية في البرمجة النصية، الأتمتة، وتدفقات العمل بمساعدة AI. نحن نبحث عن متخصصين يمتلكون قدرة على حل مشكلات غير تافهة، والعمل بثقة مع LLMs، وجمع البيانات وتنظيمها والتحقق منها من مصادر متنوعة بشكل منهجي. نهج منهجي دقيق والقدرة على العمل بشكل مستقل ضروريان.</li> <li>خبرة قوية في استخراج البيانات باستخدام بايثون (BeautifulSoup، Selenium أو مشابه)، بما في ذلك المحتوى الديناميكي (JS، AJAX، التمرير اللانهائي) وواجهات برمجة التطبيقات عبر وكيل.</li> <li>القدرة المثبتة على استخراج البيانات من هياكل معقدة (التسلسلات، الصفحات المؤرشفة، HTML غير المتسق).</li> <li>خلفية صلبة في تنظيف البيانات وتطبيعها والتحقق من صحتها، وتقديم مجموعات بيانات مهيكلة (CSV، JSON، Google Sheets).</li> <li>خبرة مثبتة في التعامل مع آليات مضاد الروبوت وهيكلة المواقع الديناميكية على نطاق واسع.</li> <li>خبرة مع البنية التحتية السحابية (AWS أو ما يعادلها) والحاويات (Docker) كجزء من سير العمل الحقيقي.</li> <li>خبرة عملية مع أطر LLM (LangChain، OpenRouter، أو ما يعادلها) مخصصة لمهام الأتمتة.</li> <li>اهتمام قوي بالتفاصيل والالتزام بدقة البيانات.</li> <li>أخلاقيات عمل ذاتية التوجيه مع القدرة على استكشاف الأخطاء بصورة مستقلة.</li> <li>رابط إلى GitHub ميزة.</li> <li>إتقان الإنجليزية: فوق المتوسط (B2) أو أعلى (مطلوب).</li> <h4>توقعات وقت المشروع</h4> <p>لهذا المشروع، من المقدر أن تستغرق المهام حوالي 10–20 ساعة في الأسبوع خلال المراحل النشطة، بناءً على متطلبات المشروع. هذا تقدير وليس عبئ عمل مضمون ويطبق فقط أثناء نشاط المشروع.</p> <h4>التعويض</h4> <p>في هذا المشروع، يمكن للمساهمين أن يكسبوا حتى 25 دولاراً في الساعة كمعادل، اعتماداً على مستواهم ومعدل مساهمتهم.</p> <p>التعويض يختلف عبر المشاريع حسب النطاق، التعقيد، والخبرة المطلوبة. يرجى ملاحظة أن مشاريع أخرى على المنصة قد تقدم مستويات كسب مختلفة وفقاً لمتطلباتها.</p></p><p></p>

<h2 class="h5">وصف الوظيفة</h2> <div class="t-break" data-jb-field="description"> <span>تبحث Mindrift عن مهندسين متمكنين جدًا في استخراج البيانات باستخدام بايثون للانضمام إلى مشروع Tendem وتوجيه تدفقات عمل استخراج البيانات المتخصصة ضمن نظامنا الهجين الذي يجمع بين الذكاء الاصطناعي والبشر.<br> في هذا الدور، كملاح AI – هكذا نسمي هذا الدور في Mindrift – ستتعاون مع وكلاء Tendem الذين يتولون المهام المتكررة، بينما تقدم التفكير النقدي والخبرة في المجال وضمان الجودة لتقديم نتائج دقيقة وقابلة للتنفيذ.<br> هذه الفرصة عن بُعد بدوام جزئي مثالية للمهنيين التقنيين ذوي الخبرة العملية في تقطيع الويب واستخراج البيانات ومعالجتها.<br> ماذا نفعل؟ منصة Mindrift تربط المتخصصين بمشروعات AI من رواد التكنولوجيا الكبار.<br> مهمتنا هي فتح إمكانات الذكاء الاصطناعي التوليدي من خلال الاستفادة من خبرات العالم الواقعي عبر العالم.<br> هذا دور مستقل لمشروع Tendem.<br> بصفة مهندس أول لاستخراج البيانات باستخدام بايثون، ستتعامل مع مهام استخراج البيانات التي تتطلب دقة تقنية لاستخراج ومعالجة الويب، باستخدام أدوات مختلفة مثل Apify وOpenRouter المقدمة بجانب طرقك المتاحة.<br> المسؤوليات الرئيسية: امتلاك تدفقات عمل استخراج البيانات من البداية إلى النهاية عبر مواقع معقدة، مع ضمان التغطية الكاملة والدقة والتسليم الموثوق لمجموعات البيانات المهيكلة.<br> الاستفادة من الأدوات الداخلية (Apify، OpenRouter) إلى جانب سير عمل مخصص لتسريع جمع البيانات والتحقق وتنفيذ المهام مع الالتزام بالمتطلبات المحددة.<br> ضمان استخراج موثوق من مصادر ويب ديناميكية وتفاعلية، وتكييف الأساليب حسب الحاجة للتعامل مع المحتوى المعروض بجافا سكريبت وسلوك الموقع المتغير.<br> فرض معايير جودة البيانات من خلال تحقق من الصحة، وضوابط اتساق عبر مصادر متعددة، والالتزام بمواصفات التنسيق، والتحقق المنهجي قبل التسليم.<br> توسيع عمليات الاستخراج لمجموعات بيانات كبيرة باستخدام دفعات فعالة أو توازيها، رصد الفشل، والحفاظ على الاستقرار ضد تغييرات بسيطة في بنية الموقع.<br> المتطلبات: خبرة لا تقل عن 5 سنوات في هندسة البيانات، استخراج البيانات من الويب، الأتمتة، أو التطوير البرمجي (مطلوب).<br> درجة البكالوريوس أو الماجستير في الهندسة، الرياضيات التطبيقية، علوم الحاسب، أو مجالات تقنية ذات صلة تُعد ميزة. <br> يجب أن يمتلك المرشحون أساسًا تقنيًا قويًا وتجربة عملية في الت scripting، الأتمتة، وتدفقات العمل المستندة إلى AI. <br> نبحث عن متخصصين يمكنهم حل المشكلات غير البسيطة، والعمل بثقة مع نماذج اللغة الكبيرة، وجمع البيانات وتنظيمها والتحقق منها من مصادر متنوعة بصورة منهجية.<br> نهج منهجي ومقيد التفاصيل والقدرة على العمل بشكل مستقل أمران أساسيان.<br> خبرة قوية في استخراج الويب بلغة بايثون (BeautifulSoup، Selenium أو ما يماثلها)، بما في ذلك المحتوى الديناميكي (JS، AJAX، التمرير اللانهائي) وواجهات برمجة التطبيقات عبر البروكسيات. قدرة مثبتة على استخراج البيانات من تراكيب معقدة (الهياكل، الصفحات المؤرشفة، HTML غير المتسق). خلفية قوية في تنظيف البيانات، التطبيع والتحقق، وتقديم مجموعات بيانات مهيكلة (CSV، JSON، جداول Google). خبرة مثبتة في التعامل مع آليات مضادة للبوت وبنى مواقع ديناميكية على نطاق واسع. خبرة مع بنية تحتية سحابية (AWS أو ما يعادلها) والحاويات (Docker) كجزء من تدفقات العمل الحقيقية. خبرة عملية مع أطر LLM (LangChain، OpenRouter، أو ما يماثلها) مطبقة في مهام الأتمتة. اهتمام قوي بالتفاصيل والتزام دقة البيانات. أخلاقيات عمل ذاتي مع قدرة على استكشاف الأخطاء بشكل مستقل. رابط إلى GitHub ميزة. الكفاءة الإنجليزية: مستوى يتراوح بين فوق المتوسط (B2) أو أعلى (مطلوب). توقعات وقت المشروع: بالنسبة لهذا المشروع، من المتوقع أن تتطلب المهام نحو 10–20 ساعة أسبوعيًا خلال المراحل النشطة، بناءً على متطلبات المشروع.<br> هذه تقديرات وليست عبئًا مضمونًا، وتطبق فقط أثناء نشاط المشروع.<br> التعويض: يمكن للمساهمين كسب حتى 25 دولار أمريكي في الساعة مكافئًا، بحسب مستوى المساهمة وسرعتها.<br> يختلف التعويض عبر المشاريع بناءً على النطاق والتعقيد والخبرة المطلوبة.<br> يرجى ملاحظة أن مشاريع أخرى على المنصة قد تقدم مستويات ربح مختلفة بناءً على متطلباتها.<br></span> </div>