Model Jobs in Lebanon

<p>The Sourcing Coordinator is a full-time, on-site role based in Beirut. This role is responsible for identifying, evaluating, and managing suppliers for fabrics, trims, and production materials, ensuring quality, cost-effectiveness, and timely delivery. Daily tasks include obtaining and comparing quotations, maintaining vendor relationships, tracking orders, and coordinating with design and production teams to align sourcing decisions with collection needs. The Sourcing Coordinator will monitor stock levels, update procurement records, and support project timelines by ensuring all materials are available as required. The role also involves handling supplier communication, resolving delivery or quality issues, and contributing to continuous improvements in the sourcing process.</p><p><strong>Desired Candidate Profile</strong></p><ul><li>Strong analytical skills to compare supplier options, assess costs, and evaluate quality and delivery performance.</li><li>Excellent communication skills to collaborate with internal teams and maintain professional relationships with vendors.</li><li>Customer service mindset to respond promptly to internal stakeholders needs and support smooth production workflows.</li><li>Proficiency in procurement practices, including sourcing, negotiating, and managing purchase orders and vendor records.</li><li>Basic project management skills to coordinate timelines, track milestones, and support on-time collection delivery.</li><li>Attention to detail, organizational skills, and the ability to manage multiple sourcing activities simultaneously.</li><li>Experience in fashion, textiles, or a related industry is highly beneficial.</li><li>Proficiency in MS Office or similar tools for data tracking and reporting; familiarity with ERP or inventory systems is a plus.</li><li>Relevant diploma or degree in business, supply chain, fashion management, or a related field preferred.</li></ul>

<p>Role Description This is a full-time, on-site Salesperson role based in Dbayeh. The Salesperson will welcome customers, understand their needs, provide product recommendations, and guide them through the purchasing process while maintaining a high standard of service. Daily responsibilities include achieving individual and store sales targets, managing point-of-sale transactions, handling exchanges and returns, and maintaining visual merchandising and stock organization. The role also involves learning brand and product details, monitoring inventory levels, supporting promotional activities, and sharing customer feedback with the team to improve the overall shopping experience. The Salesperson will collaborate closely with colleagues and supervisors to ensure smooth store operations and consistent brand representation.</p><p><strong>Desired Candidate Profile</strong></p><p>Strong customer service and interpersonal skills, with the ability to build rapport and maintain a welcoming store environment.</p><p>Sales and negotiation skills, including experience working with sales targets and upselling or cross-selling products.</p><p>Retail operations skills, such as basic point-of-sale usage, cash handling, and inventory/stock management.</p><p>Communication skills in English and Arabic (additional languages are an advantage), with clear and professional verbal interaction.</p><p>Interest in fashion, lifestyle brands, and visual merchandising, with attention to detail in product presentation.</p><p>Ability to work on-site in Zahle, including flexibility for weekends, holidays, and peak retail periods.</p><p>Team-oriented mindset, reliability, and a proactive approach to problem-solving and customer support.</p><p>Previous experience in retail or customer-facing roles is preferred; high school diploma or equivalent is required, further education in business, marketing, or fashion is a plus.</p>

The Opportunity: <br>Are you a talented Tekla BIM Modeler looking for a dynamic and innovative work environment where you can contribute to exciting structural engineering projects? <br>Are you passionate about creating accurate and efficient structural models through cutting-edge BIM technology? <br>Our Structural Engineering Department is looking for a passionate Tekla BIM Modeler to join our team. <br> <br>Your Key Responsibilities: <br>• Develop, manage, and update detailed structural BIM models using Tekla Structures for a variety of commercial, residential, industrial, and infrastructure projects, ensuring accuracy and compliance with design specifications. <br>• Produce high-quality General Arrangement (GA), fabrication, assembly, and shop drawings directly from Tekla models. <br>• Generate accurate Bills of Materials (BOMs), material take-offs, and other project deliverables to support fabrication and construction processes. <br>• Collaborate closely with structural engineers and project teams to interpret structural calculations, incorporate design changes, and maintain model accuracy throughout all project phases. <br>• Identify and address any issues or conflicts within the Tekla BIM models, particularly those related to the integration of civil, structural, MEP, and electrical systems, and coordinate with team members to resolve discrepancies. <br>• Ensure all models and drawings comply with industry standards, company procedures, and project-specific requirements. <br>• Maintain project documentation derived from Tekla models, including drawings, reports, schedules, and revision records. <br>• Stay up-to-date with the latest Tekla features, BIM technologies, and industry best practices while contributing to the continuous improvement of internal modeling workflows. <br> <br>Required Qualifications: <br>• Bachelor's degree in civil engineering, Structural Engineering, Architecture, Construction Management, or related field. <br>• Minimum 2 years of experience as a Tekla BIM Modeler or in a similar structural modeling role, with hands-on experience in civil, structural, electrical and MEP. <br>• Strong proficiency in Tekla Structures and a solid understanding of BIM standards and structural detailing practices including those related to MEP and electrical systems. <br>• Experience producing General Arrangement (GA), assembly, fabrication, and shop drawings from Tekla models. <br>• Experience in AutoCAD, Revit, Navisworks, and other BIM or drafting software. <br>• Strong attention to detail and accuracy in structural modeling and documentation. <br>• Excellent verbal and written communication skills, with the ability to effectively collaborate with team members and stakeholders. <br>• Proven ability to identify modeling issues, coordinate design revisions, and maintain high-quality project deliverables. <br> <br>Desired Qualifications: <br>• Experience working on a wide range of structural projects, including commercial, residential, industrial, and infrastructure developments. <br>• Experience with additional BIM tools or software (such as Dynamo, BIM 360, or Civil 3D), with a focus on Civil, Structural, MEP and electrical modeling. <br>• Experience with Parametric design (Rhino 3D, Grasshopper), steel and reinforced concrete structural detailing. <br>• A proactive approach to learning new technologies and continuously improving BIM processes and modeling efficiency. <br> <br>Perks and Benefits: <br>• Competitive compensation package: Receive a competitive base salary commensurate with your experience, skills and performance. <br>• Opportunities for professional growth: Access to training programs, workshops, conferences and industry events to stay updated on the latest advancements. <br>• Cutting-Edge technologies and innovative projects: Work with the latest engineering tools and industry-leading software while collaborating with cross-functional teams on projects that address real-world challenges. <br>• Work-Life balance: Flexible work schedules to accommodate your personal needs and promote a healthy work-life balance. <br> <br>Additional Information: <br>If you're excited about the opportunity, please send your resume to hr(at)eqsols(dot)com <br>Note that this position will be physically located in Tripoli, Lebanon and fully remote applicants will NOT be considered

<h2 class="h5">Job description</h2> <div class="t-break" data-jb-field="description"> Job Description<br><p>GlobeMed Group, the largest Healthcare Benefits Management company in the MENA region is looking for a Senior AI / ML Engineer&nbsp;who will be&nbsp;responsible for designing, developing, integrating, and deploying AI capabilities across GlobeMed. The role provides senior technical expertise in AI engineering, application development, while working closely with business and technical teams to deliver reliable, scalable, and secure AI capabilities aligned with organizational needs.</p><br><p><strong>Duties &amp; Responsibilities:</strong></p><br><ul><li>Design and develop AI capabilities, applications, and AI-enabled workflows using modern AI tools and frameworks.</li><li>Develop and integrate AI agents, APIs, and MCP-based capabilities where applicable.</li><li>Develop and maintain front-end and back-end components supporting AI applications.</li><li>Apply AI-assisted coding tools to improve development efficiency and code quality.</li><li>Evaluate and adopt emerging AI technologies, frameworks, and development practices.</li><li>Ensure AI solutions are designed with appropriate scalability, reliability, security, and maintainability.</li><li>Work with ICT teams to ensure appropriate infrastructure, networking, security, and resource requirements are addressed.</li><li>Monitor and optimize the technical performance and resource utilization of AI environments.</li><li>Lead technical testing and validation of AI solutions prior to implementation.</li><li>Evaluate AI solutions for accuracy, reliability, performance, usability, and scalability.</li><li>Identify technical and functional issues and coordinate their resolution.</li><li>Establish appropriate testing approaches for AI models, agents, integrations, and applications.</li><li>Training, evaluating, and fine-tuning ML models on historical data for predictive analysis.</li></ul><br>Qualifications<br><p><u>Education:</u></p><br><ul><li>Bachelor's degree in Computer Science, Software Engineering, Artificial Intelligence, Information Technology, or a related technical field.</li><li>Relevant Master's degree or professional AI/cloud certification is an advantage.</li></ul><p><u>Experience/Knowledge: </u></p><br><ul><li>3-6&nbsp;years of experience in AI Platforms.</li><li>Strong hands-on experience developing and deploying AI applications and capabilities.</li><li>Strong knowledge of modern AI tools, frameworks, APIs, LLMs, and AI development practices.</li><li>Experience with AI agents, MCPs, and AI integrations.</li><li>Experience using AI coding and AI-assisted software development tools.</li><li>Experience working with legacy Databases using SQL.</li><li>Hands on code knowledge using python or other similar languages.</li><li>Source Control platform integration example GIT.</li><li>Previous experience working with microservices</li><li>Prior work experience with message queues and streaming platforms is a plus.</li><li>Knowledge of Agile methodology with prior experience on ticketing systems like jira is a plus.</li><li>Experience working on ML models with hands on experience using platforms like pytorch.</li><li>Hands on model testing, metrics evaluation, and fine tuning for ML predictive models.</li></ul><br><br> </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>

<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>

We are looking for someone with proven B2B sales experience who is confident in generating new business opportunities, approaching decision-makers, conducting face-to-face meetings, and closing deals. <br> <br>Key Responsibilities: <br> <br>Generate new B2B leads and build a strong prospect database from scratch. <br>Identify and approach business owners, managers, and key decision-makers. <br>Conduct cold outreach through calls, emails, LinkedIn, networking, and direct approaches. <br>Schedule and conduct face-to-face and online client meetings. <br>Present Sowcial’s services and recommend solutions based on each client’s business needs. <br>Prepare and follow up on proposals and commercial opportunities. <br>Negotiate and close new business deals. <br>Consistently work toward monthly sales targets and KPIs. <br>Maintain an organized sales pipeline and provide regular sales reports. <br>Identify new markets, industries, and business opportunities. <br>Build and maintain strong relationships with prospects and clients. <br> <br>Requirements: <br> <br>Proven experience in B2B Sales / Business Development is required. <br>Strong experience in lead generation, prospecting, pitching, negotiation, and closing. <br>Previous experience or knowledge in Marketing, Advertising, Social Media, Digital Marketing, Media, or related services is highly preferred. <br>Excellent communication and presentation skills. <br>Target-driven, proactive, and comfortable approaching new businesses. <br>Strong networking and relationship-building skills. <br>Ability to work independently and take ownership of the full sales cycle. <br>Must have a car and a valid driving license for client meetings. <br>Based in Lebanon and available for a full-time, on-site position

Role Description <br> <br>The Junior Accountant will support the finance team with day-to-day accounting operations in an on-site, full-time role based in Beirut Governorate, Lebanon. Responsibilities include recording and posting journal entries, assisting with accounts payable and receivable, reconciling bank statements, and maintaining accurate ledgers. The role also involves preparing basic financial reports, supporting month-end and year-end closing activities, and ensuring compliance with internal policies and relevant accounting standards. The Junior Accountant will collaborate with other departments to collect financial data, respond to routine inquiries, and help improve financial processes that support the growth of the fashion house. <br> <br>Qualifications <br> <br>• Strong foundation in basic accounting principles, journal entries, and general ledger maintenance. <br>• Ability to work with accounts payable and accounts receivable, including invoice processing and payment tracking. <br>• Experience or training in bank reconciliations, expense tracking, and assisting with financial reporting. <br>• Proficiency with accounting software and MS Office (especially Excel) and comfort learning new digital tools. <br>• Excellent attention to detail, numerical accuracy, and strong organizational skills. <br>• Effective written and verbal communication skills, with the ability to collaborate across teams. <br>• Bachelor’s degree in Accounting, Finance, or a related field preferred; relevant internships or entry-level experience are an advantage. <br>• Integrity, discretion in handling confidential information, and a proactive, learning-oriented mindset. <br>• Interest in the fashion or luxury industry and willingness to work on-site in Beirut Governorate, Lebanon

<section><p class="heading jdMain">Job Description</p><p class="heading">Roles &amp; Responsibilities</p><div class="paragraph"><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><p>This role sits at the center of that buildout. You'll ship near-term product features while helping us make the right architectural decisions for what's coming. We need someone who can execute and see around corners someone who understands both the product experience and the platform mechanics underneath it.</p><p>Key Responsibilities</p><ul><li>Build and ship AI features within the Ad Orbit product using our PHP/MySQL/React/Node stack with OpenAI API integration.</li><li>Extend Astro Core chatbot capabilities new read/write actions, graph generation, analysis outputs.</li><li>Help improve the external MCP connector schema, authentication, capability surface.</li><li>Own prompt engineering for product features: design, test, iterate, and document prompts as first-class product artifacts.</li><li>Build the token metering and usage tracking layer per-feature, per-customer, per-tier.</li><li>Design and implement guardrails, access controls, and rate limiting across the Astro AI platform layer.</li><li>Contribute to agent architecture decisions: tool access, memory design, token pool isolation, training data boundaries.</li><li>Monitor AI feature performance in production latency, cost, output quality, failure modes and drive improvements.</li><li>Stay current on the AI tooling landscape and bring concrete recommendations to the team.</li></ul><p>AI Product Development</p><ul><li>Hands-on experience integrating LLM APIs (OpenAI, Anthropic, or similar) into production applications used by real customers.</li><li>Prompt engineering fluency: system prompts, few-shot examples, structured outputs, tool/function calling, chain-of-thought patterns.</li><li>Understanding of token economics: cost per call, context management, model selection tradeoffs across feature types.</li><li>Experience building quality evaluation and output validation frameworks around AI features.</li><li>Awareness of AI-specific risks: hallucination, prompt injection, data leakage, output inconsistency.</li></ul><p>Platform &amp; Architecture Thinking</p><ul><li>Experience designing or contributing to metered usage systems API rate limiting, consumption tracking, billing integration.</li><li>Familiarity with designing MCP (Model Context Protocol) understanding of how LLM-native integrations differ from traditional REST.</li><li>Ability to reason about multi-tenant access controls: how AI features should behave differently across customer tiers.</li><li>Understanding of agent architecture patterns: tool registries, memory types, token pool management, task delegation.</li></ul><p>Core Stack</p><ul><li>React and Node: able to build frontend components that surface AI features, including data visualizations.</li><li>Solid PHP development experience comfortable extending a production codebase, not just greenfield.</li><li>MySQL: schema design, query optimization, and data modeling for AI feature state and usage tracking.</li><li>Typescript: used on the backend of the MCP layer</li></ul></div></section><section><p class="heading">Desired Candidate Profile</p><p class="paragraph"></p><ul><li>Bachelor's degree in computer science, Information Systems, Engineering or a related field.</li><li>3+ years of experience in consulting, digital transformation, enterprise software implementation, or AI-related projects.</li><li>Strong understanding of Artificial Intelligence, Machine Learning, Generative AI, and automation concepts.</li><li>Strong presentation, communication, and stakeholder management skills.</li><li>Experience working directly with customers and senior business stakeholders.</li><li>Excellent problem-solving and analytical skills.</li></ul><p></p></section>

<p>Aspire Software is looking for a Head of IT 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. KEY RESPONSIBILITIES: Translate HQ s baseline standards into a tailored security roadmap Develop and maintain a security maturity model scaled to the subsidiaries size and complexity Define tiers of subsidiaries by risk, industry, and data sensitivity to drive differentiated strategies Create and maintain a library of group-level policies, templates, and standards (e.g., IR plan, password policy) Facilitate adoption of policies across subsidiaries with appropriate localization Establish and manage a policy update cadence with version control Provide or recommend shared tooling across the group Negotiate contracts with preferred security vendors and manage licensing agreements Build lightweight security engineering support, whether internal or outsourced Participate in M&amp;A evaluations to assess the cybersecurity posture of targets Advise investment teams on cyber risk exposure and hidden liabilities Conduct annual or biannual security self-assessments across subsidiaries. Consolidate results into quarterly dashboards for group leadership and HQ. Publish and maintain a group-wide incident response playbook. Serve as the first escalation point for incidents at the subsidiary level. Coordinate post-incident reviews and group-level communication. Help subsidiaries pursue and maintain compliance (e.g., SOC 2, ISO 27001, GDPR, HIPAA). Maintain a centralized view of compliance status across the group. Assist with customer/vendor security questionnaires and audits. Triage critical vulnerabilities and incidents across subsidiaries. Escalate material risks to HQ or Group X executives as needed. Maintain a group-wide risk register and coordinate prioritization.</p>

<h2 class="h5">Job description</h2> <div class="t-break" data-jb-field="description"> <span>Aspire Software is looking for a AI Developer 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 sits at the center of that buildout.<br> You’ll ship near-term product features while helping us make the right architectural decisions for what’s coming.<br> We need someone who can execute and see around corners someone who understands both the product experience and the platform mechanics underneath it.<br> Key Responsibilities Build and ship AI features using our PHP/MySQL/React/Node stack with OpenAI API integration.<br> Extend Astro Core chatbot capabilities new read/write actions, graph generation, analysis outputs.<br> Help improve the external MCP connector schema, authentication, capability surface.<br> Own prompt engineering for product features: design, test, iterate, and document prompts as first-class product artifacts.<br> Build the token metering and usage tracking layer per-feature, per-customer, per-tier.<br> Design and implement guardrails, access controls, and rate limiting across the Astro AI platform layer.<br> Contribute to agent architecture decisions: tool access, memory design, token pool isolation, training data boundaries.<br> Monitor AI feature performance in production latency, cost, output quality, failure modes and drive improvements.<br> Stay current on the AI tooling landscape and bring concrete recommendations to the team.<br> AI Product Development Hands-on experience integrating LLM APIs (OpenAI, Anthropic, or similar) into production applications used by real customers.<br> Prompt engineering fluency: system prompts, few-shot examples, structured outputs, tool/function calling, chain-of-thought patterns.<br> Understanding of token economics: cost per call, context management, model selection tradeoffs across feature types.<br> Experience building quality evaluation and output validation frameworks around AI features.<br> Awareness of AI-specific risks: hallucination, prompt injection, data leakage, output inconsistency.<br> Platform &amp; Architecture Thinking Experience designing or contributing to metered usage systems — API rate limiting, consumption tracking, billing integration.<br> Familiarity with designing MCP (Model Context Protocol) — understanding of how LLM-native integrations differ from traditional REST.<br> Ability to reason about multi-tenant access controls: how AI features should behave differently across customer tiers.<br> Understanding of agent architecture patterns: tool registries, memory types, token pool management, task delegation.<br> Core Stack React and Node: able to build frontend components that surface AI features, including data visualizations.<br> Solid PHP development experience — comfortable extending a production codebase, not just greenfield.<br> MySQL: schema design, query optimization, and data modeling for AI feature state and usage tracking.<br> Typescript: used on the backend of the MCP layerBachelor’s degree in computer science, Information Systems, Engineering or a related field.<br> 3+ years of experience in consulting, digital transformation, enterprise software implementation, or AI-related projects.<br> Strong understanding of Artificial Intelligence, Machine Learning, Generative AI, and automation concepts.<br> Strong presentation, communication, and stakeholder management skills.<br> Experience working directly with customers and senior business stakeholders.<br> Excellent problem-solving and analytical skills.<br></span> </div>

<h2 class="h5">Job description</h2> <div class="t-break" data-jb-field="description"> <span>Aspire Software is looking for a AI Developer 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 sits at the center of that buildout.<br> You’ll ship near-term product features while helping us make the right architectural decisions for what’s coming.<br> We need someone who can execute and see around corners someone who understands both the product experience and the platform mechanics underneath it.<br> Key Responsibilities Build and ship AI features within the Ad Orbit product using our PHP/MySQL/React/Node stack with OpenAI API integration.<br> Extend Astro Core chatbot capabilities new read/write actions, graph generation, analysis outputs.<br> Help improve the external MCP connector schema, authentication, capability surface.<br> Own prompt engineering for product features: design, test, iterate, and document prompts as first-class product artifacts.<br> Build the token metering and usage tracking layer per-feature, per-customer, per-tier.<br> Design and implement guardrails, access controls, and rate limiting across the Astro AI platform layer.<br> Contribute to agent architecture decisions: tool access, memory design, token pool isolation, training data boundaries.<br> Monitor AI feature performance in production latency, cost, output quality, failure modes and drive improvements.<br> Stay current on the AI tooling landscape and bring concrete recommendations to the team.<br> AI Product Development Hands-on experience integrating LLM APIs (OpenAI, Anthropic, or similar) into production applications used by real customers.<br> Prompt engineering fluency: system prompts, few-shot examples, structured outputs, tool/function calling, chain-of-thought patterns.<br> Understanding of token economics: cost per call, context management, model selection tradeoffs across feature types.<br> Experience building quality evaluation and output validation frameworks around AI features.<br> Awareness of AI-specific risks: hallucination, prompt injection, data leakage, output inconsistency.<br> Platform &amp; Architecture Thinking Experience designing or contributing to metered usage systems — API rate limiting, consumption tracking, billing integration.<br> Familiarity with designing MCP (Model Context Protocol) — understanding of how LLM-native integrations differ from traditional REST.<br> Ability to reason about multi-tenant access controls: how AI features should behave differently across customer tiers.<br> Understanding of agent architecture patterns: tool registries, memory types, token pool management, task delegation.<br> Core Stack React and Node: able to build frontend components that surface AI features, including data visualizations.<br> Solid PHP development experience — comfortable extending a production codebase, not just greenfield.<br> MySQL: schema design, query optimization, and data modeling for AI feature state and usage tracking.<br> Typescript: used on the backend of the MCP layerBachelor’s degree in computer science, Information Systems, Engineering or a related field.<br> 3+ years of experience in consulting, digital transformation, enterprise software implementation, or AI-related projects.<br> Strong understanding of Artificial Intelligence, Machine Learning, Generative AI, and automation concepts.<br> Strong presentation, communication, and stakeholder management skills.<br> Experience working directly with customers and senior business stakeholders.<br> Excellent problem-solving and analytical skills.<br></span> </div>

<p>Result of Service The consultant will design, build and operationalize geospatial AI pipelines, models and services that turn Earth observation and other geospatial data into policy-relevant indicators and decision-support tools for Arab Member States. The work will be integrated into DSDS platforms and will strengthen ESCWA's in-house geospatial analytics capacity. Work Location Hybrid Expected duration 6 months Duties and Responsibilities Background: The United Nations Economic and Social Commission for Western Asia (ESCWA) supports its 22 Arab Member States in achieving inclusive and sustainable development through evidence-based policymaking. Within ESCWA, the Decision Support and Data Science Division (DSDS) designs and operates AI platforms, data science tools, digital portals and decision-support systems. These include the Arab Development Portal (ADP), the ISPAR policy simulator, Polaris/Naseej (a multi-agent research and policy-synthesis engine), Mustashar (an Arabic-language AI legal advisory tool), and other specialized digital tools. Geospatial data and Earth observation are becoming central to policy analysis in the region. Satellite imagery, remote sensing, mobility data and other non-traditional sources can fill statistical gaps, produce near-real-time indicators, and support monitoring where conventional data are sparse, outdated or disrupted by conflict. Examples include tracking trade flows and border activity, measuring urban expansion and informal settlements, monitoring agricultural production and water use, assessing climate and disaster exposure, and estimating economic activity at the subnational level. DSDS is building a GeoAI capability to integrate geospatial intelligence into its platforms and analytical services. This work also supports the division's forthcoming practitioner manual, GeoInsights for Policymaking: Practitioner Manual for Geospatial Analysis and Decision Support, and related Development Account and technical cooperation work on AI, geospatial and non-traditional data. To lead the technical development of this capability, ESCWA seeks a Senior GeoAI Engineer. Duties and responsibilities: Under the overall supervision of the Chief of DSDS, the consultant will:</p><p>a) GeoAI architecture and data infrastructure Design a scalable, cloud-based geospatial data architecture covering ingestion, storage, processing and serving of raster and vector data (e.g., Sentinel-1/2, Landsat, VIIRS night-time lights, commercial high-resolution imagery, OpenStreetMap, administrative boundaries). Establish reproducible pipelines using cloud-optimized formats (COG, GeoParquet, Zarr, STAC catalogues) and tools such as Google Earth Engine, Microsoft Planetary Computer or equivalent. Ensure interoperability with existing DSDS platforms (ADP, ISPAR, Polaris/Naseej) through APIs and standard data services (OGC-compliant where appropriate).</p><p>b) Model development and use cases Develop, fine-tune and validate machine learning and deep learning models for priority use cases. Final selection will be agreed with the supervisor within the first month. Apply and adapt geospatial foundation models (e.g., Prithvi, SatMAE, Clay, SAM-based segmentation) where they add value over conventional approaches. Document model performance, uncertainty and limitations, including ground-truth validation against official statistics where available.</p><p>c) Decision-support products Develop interactive geospatial dashboards and map-based decision-support tools for policymakers. Produce subnational indicator datasets that can feed into ISPAR simulations, ADP data products and Polaris/Naseej evidence synthesis. Explore integration of geospatial retrieval and analysis into LLM-based agentic workflows (e.g., natural-language querying of geospatial layers).</p><p>d) Responsible AI and data governance Apply ESCWA's AI governance principles to all GeoAI work, including data provenance, privacy, bias assessment (e.g., urban/rural and regional representativeness), and the sensitivities of geospatial data in conflict-affected contexts. Prepare model cards and data documentation for all production models.</p><p>e) Knowledge products and capacity development Contribute technical content, worked examples and code notebooks to the GeoInsights for Policymaking practitioner manual. Design and deliver at least two technical trainings or workshops for Member State officials and/or ESCWA staff. Provide technical input to project proposals, concept notes and briefs involving geospatial and non-traditional data, as requested. Mentor DSDS staff and junior consultants and transfer knowledge through documentation, code reviews and hands-on sessions.</p><p>Languages English and French are the working languages of the United Nations Secretariat; and Arabic is a working language of ESCWA. For this position, fluency in English is required and knowledge of Arabic is desirable.&nbsp;</p><p><strong>Desired Candidate Profile</strong></p><p>A Master's degree or equivalent in geoinformatics, remote sensing, computer science, data science, geography, civil/environmental engineering or a related field is required. A PhD in a relevant field is desirable. A first-level university degree with two additional years of qualifying experience may be accepted in lieu of the advanced degree. All candidates must submit a copy of the required educational degree. Incomplete applications will not be reviewed.</p><p>At least seven years of progressively responsible experience in geospatial data science, remote sensing or GIS engineering, including at least four years developing and deploying machine learning or deep learning models on Earth observation data is required. Demonstrated experience building production-grade geospatial pipelines on cloud platforms (e.g., Google Earth Engine, AWS, Azure, Planetary Computer) is required. Strong proficiency in Python and the geospatial stack (GDAL, rasterio, xarray, GeoPandas, PostGIS) and in deep learning frameworks (PyTorch or TensorFlow) is required. Experience with segmentation, object detection and time-series analysis of satellite imagery is required. Experience with geospatial foundation models, LLM-based geospatial workflows or MLOps practices is desirable. Experience producing policy-relevant indicators (e.g., SDG monitoring, poverty mapping, economic activity estimation) is desirable. Experience in the Arab region, in international organizations or in conflict-affected settings is desirable. A portfolio of published code, peer-reviewed papers or deployed applications is desirable.</p>

<p>We're looking for an Accountant to join our fashion industry team. The ideal candidate should have at least 3 years of experience in accounting. Schedule: Monday to Friday Location : Kaslik</p><p><br></p><p><span style="font-size: 11px;">The ideal candidate should have at least 3 years of experience in accounting.</span></p><p><strong>Desired Candidate Profile</strong></p><p><br></p>

<p>We are looking for someone dynamic who is responsible for guiding guests through their dining experience, taking orders, and delivering food and beverages. They serve as the primary face of the restaurant and directly impact customer satisfaction.</p><p><strong>Desired Candidate Profile</strong></p><p>We are looking for someone dynamic who is responsible for guiding guests through their dining experience, taking orders, and delivering food and beverages. They serve as the primary face of the restaurant and directly impact customer satisfaction.</p>

<h2 class="h5">Job description</h2> <div class="t-break" data-jb-field="description"> <span><br>POSITION SUMMARY<br>Prepare breads and pastries, including preparing doughs and fillings, proofing, baking, and decorating as appropriate. Review Production sheet to understand variety of baked goods to be produced daily. Prepare and cook food according to recipes, quality and presentation standards, and food prep checklists. Maintain kitchen logs for food safety program compliance. Keep Chef informed of excess food items for planning of daily specials. Safely and appropriately use baking and measuring tools/equipment/appliances to prepare baked foods. Follow and ensure compliance with food safety handling policies and procedures, including personal hygiene procedures. Check and ensure correct temperatures of kitchen appliances and food, and report issues to management. Monitor the quality of food prepared and portions served throughout shift.<br>Assist management in hiring, training, scheduling, evaluating, counseling, disciplining, and motivating and coaching employees; serve as a role model. Follow all company policies and procedures, including safety and security; report accidents, injuries, and unsafe work conditions to manager; complete safety training and certifications. Ensure uniform and personal appearance are clean and professional; maintain confidentiality of proprietary information; protect company assets. Speak with others using clear and professional language and answer telephones using appropriate etiquette. Develop and maintain positive working relationships with others and support team to reach common goals; handle sensitive issues with tact, respect, and confidentiality. Serve as a department role model or mentor. Comply with quality expectations and standards. Move, lift, carry, push, pull, and place objects weighing less than or equal to 25 pounds without assistance. Move over sloping, uneven, or slippery surfaces. Reach overhead and below the knees, including bending, twisting, pulling, and stooping. Stand, sit, or walk for an extended period of time. Perform other reasonable job duties as requested by Supervisors.<br>PREFERRED QUALIFICATION<br>Education: Technical, Trade, or Vocational School Degree.<br>Related Work Experience: At least 2 years of related work experience.<br>Supervisory Experience: No supervisory experience.<br>License or Certification: None<br>At Marriott International, we are dedicated to being an equal opportunity employer, welcoming all and providing access to opportunity. We actively foster an environment where the unique backgrounds of our associates are valued and celebrated. Our greatest strength lies in the rich blend of culture, talent, and experiences of our associates. We are committed to non-discrimination on any protected basis, including disability, veteran status, or other basis protected by applicable law.<br>Where timeless classics are woven with modern details. Where business meets pleasure. Where even when travelers are global, they can experience the local. As a member of the team, you will become part of our united Four Points by Sheraton community where everyone is welcome, we support each other, and every hotel matters. We provide exactly what guests need in an uncomplicated way. If you are seeking opportunities to put guests at ease in a friendly, genuine and approachable environment, join our team. In joining Four Points, you join a portfolio of brands with Marriott International. Be where you can do your best work,​ begin&nbsp;your purpose,&nbsp;belong&nbsp;to an amazing global​&nbsp;team, and&nbsp;become&nbsp;the best version of you.</span> </div>

<p><h4>Position summary</h4> <p>Prepare breads and pastries, including preparing doughs and fillings, proofing, baking, and decorating as appropriate. Review production sheet to understand variety of baked goods to be produced daily. Prepare and cook food according to recipes, quality and presentation standards, and food prep checklists. Maintain kitchen logs for food safety program compliance. Keep chef informed of excess food items for planning of daily specials. Safely and appropriately use baking and measuring tools, equipment, and appliances to prepare baked foods. Follow and ensure compliance with food safety handling policies and procedures, including personal hygiene procedures. Check and ensure correct temperatures of kitchen appliances and food, and report issues to management. Monitor the quality of food prepared and portions served throughout shift.</p> <p>Assist management in hiring, training, scheduling, evaluating, counseling, disciplining, and motivating and coaching employees; serve as a role model. Follow all company policies and procedures, including safety and security; report accidents, injuries, and unsafe work conditions to manager; complete safety training and certifications. Ensure uniform and personal appearance are clean and professional; maintain confidentiality of proprietary information; protect company assets. Speak with others using clear and professional language and answer telephones using appropriate etiquette. Develop and maintain positive working relationships with others and support team to reach common goals; handle sensitive issues with tact, respect, and confidentiality. Serve as a department role model or mentor. Comply with quality expectations and standards.</p> <p>Move, lift, carry, push, pull, and place objects weighing less than or equal to 25 pounds without assistance. Move over sloping, uneven, or slippery surfaces. Reach overhead and below the knees, including bending, twisting, pulling, and stooping. Stand, sit, or walk for an extended period of time. Perform other reasonable job duties as requested by supervisors.</p> <h4>Preferred qualification</h4> <p><strong>Education:</strong> Technical, trade, or vocational school degree.<br> <strong>Related work experience:</strong> At least 2 years of related work experience.<br> <strong>Supervisory experience:</strong> No supervisory experience.<br> <strong>License or certification:</strong> None</p> <p>At Marriott International, we are dedicated to being an equal opportunity employer, welcoming all and providing access to opportunity. We actively foster an environment where the unique backgrounds of our associates are valued and celebrated. Our greatest strength lies in the rich blend of culture, talent, and experiences of our associates. We are committed to non-discrimination on any protected basis, including disability, veteran status, or other basis protected by applicable law. Where timeless classics are woven with modern details. Where business meets pleasure. Where even when travelers are global, they can experience the local. As a member of the team, you will become part of our united Four Points by Sheraton community where everyone is welcome, we support each other, and every hotel matters. We provide exactly what guests need in an uncomplicated way. If you are seeking opportunities to put guests at ease in a friendly, genuine and approachable environment, join our team. In joining Four Points, you join a portfolio of brands with Marriott International. Be where you can do your best work, begin your purpose, belong to an amazing global team, and become the best version of you.</p></p><p></p>

<p><h4>Position summary</h4> <p>Prepare breads and pastries, including preparing doughs and fillings, proofing, baking, and decorating as appropriate. Review production sheet to understand variety of baked goods to be produced daily. Prepare and cook food according to recipes, quality and presentation standards, and food prep checklists. Maintain kitchen logs for food safety program compliance. Keep chef informed of excess food items for planning of daily specials. Safely and appropriately use baking and measuring tools, equipment, and appliances to prepare baked foods. Follow and ensure compliance with food safety handling policies and procedures, including personal hygiene procedures. Check and ensure correct temperatures of kitchen appliances and food, and report issues to management. Monitor the quality of food prepared and portions served throughout shift.</p> <p>Assist management in hiring, training, scheduling, evaluating, counseling, disciplining, and motivating and coaching employees; serve as a role model. Follow all company policies and procedures, including safety and security; report accidents, injuries, and unsafe work conditions to manager; complete safety training and certifications. Ensure uniform and personal appearance are clean and professional; maintain confidentiality of proprietary information; protect company assets. Speak with others using clear and professional language and answer telephones using appropriate etiquette. Develop and maintain positive working relationships with others and support team to reach common goals; handle sensitive issues with tact, respect, and confidentiality. Serve as a department role model or mentor. Comply with quality expectations and standards.</p> <p>Move, lift, carry, push, pull, and place objects weighing less than or equal to 25 pounds without assistance. Move over sloping, uneven, or slippery surfaces. Reach overhead and below the knees, including bending, twisting, pulling, and stooping. Stand, sit, or walk for an extended period of time. Perform other reasonable job duties as requested by supervisors.</p> <h4>Preferred qualification</h4> <ul> <li><strong>Education:</strong> Technical, trade, or vocational school degree.</li> <li><strong>Related work experience:</strong> At least 2 years of related work experience.</li> <li><strong>Supervisory experience:</strong> No supervisory experience.</li> <li><strong>License or certification:</strong> None.</li> </ul> <p>At Marriott International, we are dedicated to being an equal opportunity employer, welcoming all and providing access to opportunity. We actively foster an environment where the unique backgrounds of our associates are valued and celebrated. Our greatest strength lies in the rich blend of culture, talent, and experiences of our associates. We are committed to non-discrimination on any protected basis, including disability, veteran status, or other basis protected by applicable law. Where timeless classics are woven with modern details. Where business meets pleasure. Where even when travelers are global, they can experience the local.</p> <p>As a member of the team, you will become part of our united Four Points by Sheraton community where everyone is welcome, we support each other, and every hotel matters. We provide exactly what guests need in an uncomplicated way. If you are seeking opportunities to put guests at ease in a friendly, genuine and approachable environment, join our team. In joining Four Points, you join a portfolio of brands with Marriott International. Be where you can do your best work, begin your purpose, belong to an amazing global team, and become the best version of you.</p></p><p></p>

<h2 class="h5">Job description</h2> <div class="t-break" data-jb-field="description"> <span><br>POSITION SUMMARY<br>Prepare breads and pastries, including preparing doughs and fillings, proofing, baking, and decorating as appropriate. Review Production sheet to understand variety of baked goods to be produced daily. Prepare and cook food according to recipes, quality and presentation standards, and food prep checklists. Maintain kitchen logs for food safety program compliance. Keep Chef informed of excess food items for planning of daily specials. Safely and appropriately use baking and measuring tools/equipment/appliances to prepare baked foods. Follow and ensure compliance with food safety handling policies and procedures, including personal hygiene procedures. Check and ensure correct temperatures of kitchen appliances and food, and report issues to management. Monitor the quality of food prepared and portions served throughout shift.<br>Assist management in hiring, training, scheduling, evaluating, counseling, disciplining, and motivating and coaching employees; serve as a role model. Follow all company policies and procedures, including safety and security; report accidents, injuries, and unsafe work conditions to manager; complete safety training and certifications. Ensure uniform and personal appearance are clean and professional; maintain confidentiality of proprietary information; protect company assets. Speak with others using clear and professional language and answer telephones using appropriate etiquette. Develop and maintain positive working relationships with others and support team to reach common goals; handle sensitive issues with tact, respect, and confidentiality. Serve as a department role model or mentor. Comply with quality expectations and standards. Move, lift, carry, push, pull, and place objects weighing less than or equal to 25 pounds without assistance. Move over sloping, uneven, or slippery surfaces. Reach overhead and below the knees, including bending, twisting, pulling, and stooping. Stand, sit, or walk for an extended period of time. Perform other reasonable job duties as requested by Supervisors.<br>PREFERRED QUALIFICATION<br>Education: Technical, Trade, or Vocational School Degree.<br>Related Work Experience: At least 2 years of related work experience.<br>Supervisory Experience: No supervisory experience.<br>License or Certification: None<br>At Marriott International, we are dedicated to being an equal opportunity employer, welcoming all and providing access to opportunity. We actively foster an environment where the unique backgrounds of our associates are valued and celebrated. Our greatest strength lies in the rich blend of culture, talent, and experiences of our associates. We are committed to non-discrimination on any protected basis, including disability, veteran status, or other basis protected by applicable law.<br>Where timeless classics are woven with modern details. Where business meets pleasure. Where even when travelers are global, they can experience the local. As a member of the team, you will become part of our united Four Points by Sheraton community where everyone is welcome, we support each other, and every hotel matters. We provide exactly what guests need in an uncomplicated way. If you are seeking opportunities to put guests at ease in a friendly, genuine and approachable environment, join our team. In joining Four Points, you join a portfolio of brands with Marriott International. Be where you can do your best work,​ begin&nbsp;your purpose,&nbsp;belong&nbsp;to an amazing global​&nbsp;team, and&nbsp;become&nbsp;the best version of you.</span> </div>

<p><h4>Description</h4> <p>Aspire Software is looking for an AI developer to join our team in Lebanon.</p> <p>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.</p> <h4>About the job</h4> <p>This role sits at the center of that buildout. You’ll ship near-term product features while helping us make the right architectural decisions for what’s coming. We need someone who can execute and see around corners, someone who understands both the product experience and the platform mechanics underneath it.</p> <h4>Key responsibilities</h4> <ul> <li>Build and ship AI features within the Ad Orbit product using our PHP/MySQL/React/Node stack with OpenAI API integration.</li> <li>Extend Astro Core chatbot capabilities with new read/write actions, graph generation, and analysis outputs.</li> <li>Help improve the external MCP connector schema, authentication, and capability surface.</li> <li>Own prompt engineering for product features: design, test, iterate, and document prompts as first-class product artifacts.</li> <li>Build the token metering and usage tracking layer per feature, per customer, per tier.</li> <li>Design and implement guardrails, access controls, and rate limiting across the Astro AI platform layer.</li> <li>Contribute to agent architecture decisions: tool access, memory design, token pool isolation, training data boundaries.</li> <li>Monitor AI feature performance in production latency, cost, output quality, failure modes and drive improvements.</li> <li>Stay current on the AI tooling landscape and bring concrete recommendations to the team.</li> </ul> <h4>Requirements</h4> <h4>AI product development</h4> <ul> <li>Hands-on experience integrating LLM APIs (OpenAI, Anthropic, or similar) into production applications used by real customers.</li> <li>Prompt engineering fluency: system prompts, few-shot examples, structured outputs, tool/function calling, chain-of-thought patterns.</li> <li>Understanding of token economics: cost per call, context management, model selection tradeoffs across feature types.</li> <li>Experience building quality evaluation and output validation frameworks around AI features.</li> <li>Awareness of AI-specific risks: hallucination, prompt injection, data leakage, output inconsistency.</li> </ul> <h4>Platform & architecture thinking</h4> <ul> <li>Experience designing or contributing to metered usage systems — API rate limiting, consumption tracking, billing integration.</li> <li>Familiarity with designing MCP (Model Context Protocol) — understanding of how LLM-native integrations differ from traditional REST.</li> <li>Ability to reason about multi-tenant access controls: how AI features should behave differently across customer tiers.</li> <li>Understanding of agent architecture patterns: tool registries, memory types, token pool management, task delegation.</li> </ul> <h4>Core stack</h4> <ul> <li>React and Node: able to build frontend components that surface AI features, including data visualizations.</li> <li>Solid PHP development experience — comfortable extending a production codebase, not just greenfield.</li> <li>MySQL: schema design, query optimization, and data modeling for AI feature state and usage tracking.</li> <li>Typescript: used on the backend of the MCP layer.</li> </ul> <p>Bachelor’s degree in computer science, information systems, engineering or a related field.</p> <p>3+ years of experience in consulting, digital transformation, enterprise software implementation, or AI-related projects.</p> <p>Strong understanding of artificial intelligence, machine learning, generative AI, and automation concepts.</p> <p>Strong presentation, communication, and stakeholder management skills.</p> <p>Experience working directly with customers and senior business stakeholders.</p> <p>Excellent problem-solving and analytical skills.</p></p><p></p>