Cost Engineer Jobs in Lebanon

<h2 class="h5">Job description</h2> <div class="t-break" data-jb-field="description"> <p>Artefact is a new generation of data service providers specialising in data consulting and data-driven digital marketing. It is dedicated to transforming data into business impact across the entire value chain of organisations. We are proud to say we’re enjoying skyrocketing growth.</p><br><p>The backbone of our consulting missions, today our Data consulting team has more than 400 consultants covering all Artefact's offers (and more): data marketing, data governance, strategy consulting, product owner…</p><br><p><strong>What you will be doing?<br></strong>As a Data Engineer, your role involves crafting and maintaining robust data pipelines, utilising Python and SQL, to ensure efficient extraction, transformation, and loading (ETL) of data.<br></p><br><p><strong>Your responsibilities will include:</strong></p><br><ul><li>Data Pipeline Development: Building and optimising data pipelines to facilitate seamless data flow across systems and platforms.</li><li>Database Management: Managing databases, ensuring their integrity, and implementing data storage and retrieval solutions.</li><li>Cloud Services Integration: Leveraging cloud services such as MS Azure, GCP, and AWS to architect and deploy scalable data solutions.</li><li>Machine Learning Integration: Collaborating with teams to integrate machine learning models into data pipelines for enhanced data processing.</li><li>Utilising Spark &amp;amp; Kafka: Implementing and working with Spark and Kafka for real-time data processing and analytics.</li></ul><p><strong>What we are looking for?</strong></p><br><ul><li>Proficiency in Python, SQL, and database management.</li><li>Experience with Data Pipelines ETL, Cloud Services (<strong>MS Azure, GCP preferred)</strong>, ML Modeling, Spark &amp;amp; Kafka.</li><li>Proven problem-solving skills and a solution-oriented mindset.</li><li>Excellent communication skills to collaborate effectively within teams and with stakeholders.</li><li>Strong business acumen with an interest in business-facing roles.</li><li>Adaptability and a start-up mentality to thrive in a dynamic environment.</li><li>Candidates with similar skill sets and experiences have excelled in technology firms or consultancy firms.</li><li>Successful candidates often possess Computer Science, Electronics, and Communication Engineering degrees.</li></ul> </div>

GlobeMed Group, the largest Healthcare Benefits Management company in the MENA region is looking for a Senior AI / ML Engineer who will be 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. <br> <br>Duties & Responsibilities: <br> <br> Design and develop AI capabilities, applications, and AI-enabled workflows using modern AI tools and frameworks. <br> Develop and integrate AI agents, APIs, and MCP-based capabilities where applicable. <br> Develop and maintain front-end and back-end components supporting AI applications. <br> Apply AI-assisted coding tools to improve development efficiency and code quality. <br> Evaluate and adopt emerging AI technologies, frameworks, and development practices. <br> Ensure AI solutions are designed with appropriate scalability, reliability, security, and maintainability. <br> Work with ICT teams to ensure appropriate infrastructure, networking, security, and resource requirements are addressed. <br> Monitor and optimize the technical performance and resource utilization of AI environments. <br> Lead technical testing and validation of AI solutions prior to implementation. <br> Evaluate AI solutions for accuracy, reliability, performance, usability, and scalability. <br> Identify technical and functional issues and coordinate their resolution. <br> Establish appropriate testing approaches for AI models, agents, integrations, and applications. <br> Training, evaluating, and fine-tuning ML models on historical data for predictive analysis. <br> <br>Qualifications <br> <br>Education: <br> <br> Bachelor's degree in Computer Science, Software Engineering, Artificial Intelligence, Information Technology, or a related technical field. <br> Relevant Master's degree or professional AI/cloud certification is an advantage. <br> <br>Experience/Knowledge: <br> <br> 3-6 years of experience in AI Platforms. <br> Strong hands-on experience developing and deploying AI applications and capabilities. <br> Strong knowledge of modern AI tools, frameworks, APIs, LLMs, and AI development practices. <br> Experience with AI agents, MCPs, and AI integrations. <br> Experience using AI coding and AI-assisted software development tools. <br> Experience working with legacy Databases using SQL. <br> Hands on code knowledge using python or other similar languages. <br> Source Control platform integration example GIT. <br> Previous experience working with microservices <br> Prior work experience with message queues and streaming platforms is a plus. <br> Knowledge of Agile methodology with prior experience on ticketing systems like jira is a plus. <br> Experience working on ML models with hands on experience using platforms like pytorch. <br> Hands on model testing, metrics evaluation, and fine tuning for ML predictive models

<h2 class="h5">Job description</h2> <div class="t-break" data-jb-field="description"> <span>About Namou Properties Namou Properties is a growing real estate company focused on innovation, smart investment opportunities, and building data-driven systems that improve how we operate and scale.<br> About the Role We are looking for a detail-oriented Remote QA Engineer to join the team behind our internal ERP platform.<br> You will be responsible for ensuring the quality, reliability, and data integrity of a system that supports core business operations.<br> This role combines manual and automated testing, close collaboration with developers and the product team, and a strong emphasis on clear documentation and communication.<br> Key Responsibilities Design, write, and execute test cases for new features and enhancements across ERP modules Perform integration testing to validate how different modules and external systems exchange data Automate repetitive test scenarios using tools such as Selenium Write SQL queries to verify data accuracy and integrity across database tables Test backend services and RESTful APIs using tools such as Postman Document, track, and manage bugs through their full lifecycle, following the team's workflow Investigate complex system issues, isolate root causes, and communicate findings clearly to developers and stakeholders Participate in sprint planning and UAT cycles, and contribute to improving QA processes and test documentation Maintain organized, well-structured records of test cases, bug reports, and QA processes Why Join Namou Properties Fully remote role with flexibility and autonomy Opportunity to work on real ERP automation and data-driven systems that directly impact business operations Exposure to modern technologies, automation tools, AI solutions, and scalable business platforms High ownership role where your contributions will directly improve how the company operates and grows Collaborative environment with close interaction with developers, product teams, and business stakeholders Competitive compensation with opportunities for professional growth and career development 1–3 years of experience in software quality assurance or testing Understanding of core business processes (e.<br>g., inventory, supply, sales) and how they flow through ERP systems Hands-on experience with integration testing across modules and external systems Working knowledge of test automation tools such as Selenium Ability to write SQL queries to validate data accuracy and integrity Solid understanding of APIs and RESTful services, with experience using Postman or similar tools Basic scripting knowledge (e.<br>g., Python, JavaScript) to support test automation Strong analytical thinking and root-cause analysis skills Excellent written and verbal communication skills for reporting bugs and issues clearly Highly organized, with strong documentation habits for bugs, processes, and test cases Nice to Have Experience documenting and managing bugs in Jira Exposure to ERP, CRM, or other enterprise business systems</span> </div>

<h2 class="h5">Job description</h2> <div class="t-break" data-jb-field="description"> <span>EXUS is an enterprise software company, founded in 1989 with the vision to simplify risk management software.<br> EXUS launched it's Financial Suite (EFS) in 2003 with the aim to support financial entities worldwide to improve their results.<br> Today, our EXUS Financial Suite (EFS) is trusted by risk professionals in more than 52 countries worldwide ( MENA , EU , SEA ).<br> We introduce simplicity and intelligence in their business processes through technology, improving their collections performance.<br> Our people constitute the source of inspiration that drives us forward and help us fulfill our purpose of being role models for a better world .<br> This is your chance to be part of a highly motivated, diverse, and multidisciplinary team, which embraces breakthrough thinking and technology to create software that serves people.<br> We offer a creative, fun, and above all, inspiring working environment that fosters team spirit and promotes the greater good.<br> We are positive and eager to learn and explore.<br> We are committed to our vision.<br> Our shared Values: We are transparent and direct We are positive and fun, never cynical or sarcastic We are eager to learn and explore We put the greater good first We are frugal and we do not waste resources We are fanatically disciplined, we deliver on our promises We are EXUS!<br> Are you? We are currently seeking an experienced and enthusiastic Senior Software Engineer with strong technical skills in database development to join the Project Engineering Team remotely.<br> As a member of our Engineering Team, you will join an international team of highly skilled professionals that delivers global market-leading collection software and provides the best possible service to our clients worldwide.<br> If you are a results-focused engineer with not only strong technical skills but also customer focus, aspiring to work in an agile development environment, we certainly want to hear from you!<br> Responsibilities: Collaborate with the Delivery and Customer Success teams to implement, and improve the product Participate in the analysis, design, implementation, and review of product development modules Implement technical tasks for project delivery needs Work closely with the customer in order to define the best technical solutions for covering their business requirements Review and debug code At EXUS we help our people to achieve excellent results by creating a work environment that encourages individual and team success.<br> Fully remote work setup Competitive salary Inclusive work environment &amp; Well-being Program A clear induction program &amp; a mentoring buddy to help you Private health insurance Unlimited time off Privacy Notice for Job Applications: https://www.<br>exus.co.uk/en/careers/privacy-notice-f.<br>.. Bachelor's degree in ICT or Engineering At least 3 years of work experience in Database Development (Oracle, Postgress, SQL Server, etc.<br>) Customer-focused attitude with great attention to detail Always deliver on promises and respect deadlines Willingness and ability to work as part of a team Excellent communication and writing skills in English &amp; French Will be considered a plus: Master's degree in ICT or Engineering Good understanding of basic ETL principles.<br> Experience with server-side languages such as .<br>Net and Java Experience in IT Consulting or a similar field, preferably in the banking sector Web technologies and Internet protocols (XML, JSON, HTTP, TCP/IP) Client-side scripting and JavaScript frameworks Experience with Collection systems Experience with JIRA and Bitbucket Basic DBA skills Web Server familiarity (especially with IIS) **Ability to travel abroad, up to 20% annually, depending on project requirements and conditions**</span> </div>

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

<p><br></p><p><b>Role Overview </b>As a Senior Security Engineer you will own security problem spaces that span your team and adjacent teams. You will ensure the security, confidentiality, and integrity of our network and cloud infrastructure at scale, while driving meaningful security improvements across multiple services and engineering groups. You will operate self-directedly, make sound risk-based decisions in ambiguous situations, influence secure architecture and design decisions, and collaborate closely with DevOps, Engineering, and cross-functional teams to embed security throughout the development lifecycle in a fast-moving environment.</p><p><b>Key Responsibilities</b> Own and lead the design and implementation of security controls across network and cloud infrastructure, spanning multiple teams and services. Drive cross-team threat modeling, vulnerability assessments, and penetration testing; identify systemic risks and prioritize remediation. Define and maintain multi-team security standards, policies, and procedures that are adopted consistently across adjacent teams. Partner with DevOps and Engineering to integrate security best practices into the SDLC and guide secure design decisions across team boundaries. Lead complex incident response efforts: perform cross-team root-cause analysis, coordinate remediation, and drive resilience improvements. Design and enhance monitoring, log analysis, and threat detection capabilities (Datadog, New Relic, Grafana, SIEM, etc.) to reduce noise and improve response readiness. Identify and eliminate cross-team security inefficiencies through reusable patterns, automation, and simplified workflows. Mentor engineers across teams, raise the overall security culture, and share knowledge through documentation, sessions, and coaching. Stay ahead of evolving network and cloud security threats and proactively assess their impact on our infrastructure. Design and operate AI-assisted security automation for alert triage, vulnerability prioritization, security testing, evidence collection, and remediation tracking, while maintaining human review and validation for security decisions. Establish secure-use guardrails for AI tools and workflows to protect source code, credentials, customer data, payment information, and other sensitive company assets. Secure fintech and payment-related products by assessing payment flows, payment APIs, sensitive financial data, tokenization, fraud-abuse risks, and third-party payment integrations.</p><p><strong>Desired Candidate Profile</strong></p><ul><li>5+ years of hands-on experience in infrastructure and application security, with strong focus on cloud environments (AWS preferred).</li><li>Proven experience owning security initiatives that span multiple teams (threat modeling, vulnerability management, incident response, secure SDLC).</li><li>Deep expertise in cloud security services, cloud networking (firewalls, load balancers, WAF), and DDoS mitigation (Cloudflare or equivalent).</li><li>Strong working knowledge of security tools and platforms: SIEM, vulnerability scanners, IDS/IPS, Datadog, Grafana, etc.</li><li>Proven ability to translate regulatory, compliance, and risk requirements into scalable, technically verifiable cloud, application, identity, and operational security controls (SOC2, PCI DSS, ISO 27001, NIST, CIS).</li><li>Demonstrated ability to operate independently, make risk-based trade-offs, influence without authority, and drive alignment across teams.</li><li>Excellent communication and collaboration skills; able to explain complex security topics clearly to both technical and non-technical stakeholders.</li><li>Working knowledge of OWASP Top 10, OWASP API Security Top 10, and OWASP MASVS/MASTG or equivalent mobile application security standards.</li><li>Experience securing payment and fintech applications, including payment APIs, sensitive financial data, and third-party payment integrations.</li><li>Nice-to-Haves: Hands-on penetration testing experience. Relevant certifications (CISSP, CISM, AWS Certified Security Specialty or equivalent). Experience shifting security left and integrating security into CI/CD pipelines. Background in food delivery, e-commerce, or high-traffic consumer applications. Fluency in English and Arabic (French is a plus). Strong technical documentation and knowledge-sharing skills.</li></ul>

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

<h2 class="h5">Job description</h2> <div class="t-break" data-jb-field="description"> <span>EXUS is an enterprise software company, founded in 1989 with the vision to simplify risk management software.<br> EXUS launched it's Financial Suite (EFS) in 2003 with the aim to support financial entities worldwide to improve their results.<br> Today, our EXUS Financial Suite (EFS) is trusted by risk professionals in more than 52 countries worldwide ( MENA , EU , SEA ).<br> We introduce simplicity and intelligence in their business processes through technology, improving their collections performance.<br> Our people constitute the source of inspiration that drives us forward and help us fulfill our purpose of being role models for a better world .<br> This is your chance to be part of a highly motivated, diverse, and multidisciplinary team, which embraces breakthrough thinking and technology to create software that serves people.<br> We offer a creative, fun, and above all, inspiring working environment that fosters team spirit and promotes the greater good.<br> We are positive and eager to learn and explore.<br> We are committed to our vision.<br> Our shared Values: We are transparent and direct We are positive and fun, never cynical or sarcastic We are eager to learn and explore We put the greater good first We are frugal and we do not waste resources We are fanatically disciplined, we deliver on our promises We are EXUS!<br> Are you? We are currently seeking a motivated and enthusiastic Junior Software Engineer to join the Project Engineering Team remotely.<br> As a member of our Engineering Team, you will join an international team of highly skilled professionals that delivers global market-leading collection software and provides the best possible service to our clients worldwide.<br> Responsibilities: Collaborate with the Delivery and Customer Success teams to implement and improve the product.<br> Participate in the analysis, design, implementation, testing, and review of product development modules.<br> Implement technical tasks under the guidance of senior team members.<br> Assist in troubleshooting, debugging, and resolving technical issues.<br> Learn and apply best development practices, coding standards, and product architecture.<br> Contribute to project delivery activities and continuously develop technical skills.<br> At EXUS we help our people to achieve excellent results by creating a work environment that encourages individual and team success.<br> Fully remote work setup Competitive salary Inclusive work environment &amp; Well-being Program A clear induction program &amp; a mentoring buddy to help you Private health insurance Unlimited time off Privacy Notice for Job Applications: https://www.<br>exus.co.uk/en/careers/privacy-notice-f.<br>.. Bachelor's Degree in ICT or Engineering.<br> Fundamental knowledge of relational databases and SQL, acquired through academic studies or projects.<br> Basic understanding of Database Development concepts (Oracle, PostgreSQL, SQL Server, or similar RDBMS).<br> Strong willingness to learn new technologies and continuously develop technical skills.<br> Customer-focused attitude with great attention to detail.<br> Willingness and ability to work as part of a team.<br> Good communication and writing skills in English.<br> Ability to deliver assigned tasks and meet agreed deadlines.<br> Good communication and writing skills in English &amp; French Will be considered a plus: Good understanding of basic ETL principles.<br> Knowledge of server-side languages such as .<br>NET and Java.<br> Familiarity with web technologies and Internet protocols (XML, JSON, HTTP, TCP/IP).<br> Basic knowledge of JavaScript and client-side scripting.<br> Familiarity with JIRA and Bitbucket.<br> Basic DBA knowledge.<br> Web Server familiarity (especially IIS).<br> Internship or academic project experience in software development.<br> Ability to travel abroad, up to 20% annually, depending on project requirements and conditions.<br> Good communication and writing skills in French.<br></span> </div>

<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 Team</b></p><br><p>As an Office 365 Support Engineer, you will be responsible for the Microsoft Collaboration infrastructure in Murex as part of the operations team responsible for that technology.&nbsp;You will provide direct technical support in problem management, integration, and systems maintenance of the of the Office 365 tenancy.&nbsp;Also, you will ensure performance and availability meet SLA’s and objectives through monitoring, timely service restoration, and tuning.&nbsp;Duties may include implementation, maintenance/administration, and troubleshooting and diagnostics. The role involves working at night (one week per month) and on weekends (two weekends per month)</p><br><p><b>Your Role</b></p><br><p>·&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; Install, configure, and upgrade Active Directory, DNS, DHCP, File servers, Office 365, Archiving, SQL, Certificate Authority, ADFS.</p><br><p>·&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; Provide advanced incident analysis for the different Microsoft systems listed above.</p><br><p>·&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; Write scripts to automate administration tasks using PowerShell.</p><br><p>·&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; Deliver support for end users and other IT teams at the agree upon response and resolution service level agreements.</p><br><p>·&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; Provide night support one week per month and on weekends twice per month</p><br><p>·&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; Participate in the creation of documentation to ease the work for the operation team.</p><br><p>·&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; Follow procedures and guidelines for maintenances/upgrades.</p><br><p>·&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; Create new monitoring for the infrastructure and resolve incidents raised by those monitoring systems.</p><br><p>·&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; Participate in discussions and presentations to evolve the infrastructure.</p><br><p><b>Your Profile</b></p><br><p>·&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; 2 to 5&nbsp;years of relevant working experience in Active Directory, DNS, Office 365, Windows servers</p><br><p>·&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; Bachelor or Master’s degree in computer science or engineering degree</p><br><p>·&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; PowerShell knowledge</p><br><p>·&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; VMware/Hyper-V knowledge is a plus</p><br><p>·&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; Strong analytical skills and efficient problem solving</p><br><p>·&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; Willingness to learn continuously</p><br><p>·&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; Good level in both English, French is required</p><br><p>·&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; Good Communication skills to be able to present ideas and communicate with vendor support</p><br><span><span><span><span>Why join us</span></span></span></span><p><span><span><span>We put our people first, with an attitude of care and a legitimate commitment to their success and wellbeing: </span></span></span></p><br><p><span><span><span>Benefit from our competitive compensation and insurance package: </span></span></span></p><br><ul><li><p><span><span><span><span>Attractive salary in USD outside of Lebanon</span></span></span></span></p><br></li><li><p><span><span><span><span>International medical, life and travel insurance</span></span></span></span></p><br></li><li><p><span><span><span><span>Retirement plan</span></span></span></span></p><br></li><li><p><span><span><span><span>Schooling allowance</span></span></span></span></p><br></li><li><p><span><span><span><span>And much more</span></span></span></span></p><br></li></ul><p><span><span><span>Enjoy a hybrid work environment: </span></span></span></p><br><ul><li><p><span><span><span><span>Teleworking at home and abroad</span></span></span></span></p><br></li><li><p><span><span><span><span>Dynamic and supportive work environment focused on employee wellness</span></span></span></span></p><br></li></ul><p><span><span><span>Grow with us and gain international exposure: </span></span></span></p><br><ul><li><p><span><span><span><span>Extensive learning opportunities</span></span></span></span></p><br></li><li><p><span><span><span><span>Learn from a diverse team of experts around the world</span></span></span></span></p><br></li><li><p><span><span><span><span>Possibility for international and internal mobility&nbsp;</span></span></span></span></p><br></li></ul> </div>

<p><h4>About EXUS</h4> <p>EXUS is an enterprise software company, founded in 1989 with the vision to simplify risk management software. EXUS launched its Financial Suite (EFS) in 2003 with the aim to support financial entities worldwide to improve their results. Today, our EXUS Financial Suite (EFS) is trusted by risk professionals in more than 52 countries worldwide (MENA, EU, SEA). We introduce simplicity and intelligence in their business processes through technology, improving their collections performance.</p> <p>Our people constitute the source of inspiration that drives us forward and help us fulfill our purpose of being role models for a better world.</p> <p>This is your chance to be part of a highly motivated, diverse, and multidisciplinary team, which embraces breakthrough thinking and technology to create software that serves people. We offer a creative, fun, and above all, inspiring working environment that fosters team spirit and promotes the greater good. We are positive and eager to learn and explore. We are committed to our vision.</p> <h4>Our shared values</h4> <ul> <li>We are transparent and direct</li> <li>We are positive and fun, never cynical or sarcastic</li> <li>We are eager to learn and explore</li> <li>We put the greater good first</li> <li>We are frugal and we do not waste resources</li> <li>We are fanatically disciplined, we deliver on our promises</li> <li>We are EXUS! Are you?</li> </ul> <h4>Position overview</h4> <p>We are currently seeking a motivated and enthusiastic Junior Software Engineer to join the Project Engineering Team remotely. As a member of our Engineering Team, you will join an international team of highly skilled professionals that delivers global market-leading collection software and provides the best possible service to our clients worldwide.</p> <h4>Responsibilities</h4> <ul> <li>Collaborate with the Delivery and Customer Success teams to implement and improve the product.</li> <li>Participate in the analysis, design, implementation, testing, and review of product development modules.</li> <li>Implement technical tasks under the guidance of senior team members.</li> <li>Assist in troubleshooting, debugging, and resolving technical issues.</li> <li>Learn and apply best development practices, coding standards, and product architecture.</li> <li>Contribute to project delivery activities and continuously develop technical skills.</li> </ul> <h4>Requirements</h4> <ul> <li>Bachelor's degree in ICT or Engineering.</li> <li>Fundamental knowledge of relational databases and SQL, acquired through academic studies or projects.</li> <li>Basic understanding of database development concepts (Oracle, PostgreSQL, SQL Server, or similar RDBMS).</li> <li>Strong willingness to learn new technologies and continuously develop technical skills.</li> <li>Customer-focused attitude with great attention to detail.</li> <li>Willingness and ability to work as part of a team.</li> <li>Good communication and writing skills in English.</li> <li>Ability to deliver assigned tasks and meet agreed deadlines.</li> <li>Good communication and writing skills in English and French.</li> </ul> <h4>Will be considered a plus</h4> <ul> <li>Good understanding of basic ETL principles.</li> <li>Knowledge of server-side languages such as .NET and Java.</li> <li>Familiarity with web technologies and internet protocols (XML, JSON, HTTP, TCP/IP).</li> <li>Basic knowledge of JavaScript and client-side scripting.</li> <li>Familiarity with JIRA and Bitbucket.</li> <li>Basic DBA knowledge.</li> <li>Web server familiarity (especially IIS).</li> <li>Internship or academic project experience in software development.</li> <li>Ability to travel abroad, up to 20% annually, depending on project requirements and conditions.</li> <li>Good communication and writing skills in French.</li> </ul> <h4>Benefits</h4> <ul> <li>Fully remote work setup</li> <li>Competitive salary</li> <li>Inclusive work environment and well-being program</li> <li>A clear induction program and a mentoring buddy to help you</li> <li>Private health insurance</li> <li>Unlimited time off</li> </ul></p><p></p>

<p><h4>About EXUS</h4> <p>EXUS is an enterprise software company, founded in 1989 with the vision to simplify risk management software. EXUS launched its Financial Suite (EFS) in 2003 with the aim to support financial entities worldwide to improve their results. Today, our EXUS Financial Suite (EFS) is trusted by risk professionals in more than 52 countries worldwide (MENA, EU, SEA). We introduce simplicity and intelligence in their business processes through technology, improving their collections performance.</p> <p>Our people constitute the source of inspiration that drives us forward and help us fulfill our purpose of being role models for a better world.</p> <p>This is your chance to be part of a highly motivated, diverse, and multidisciplinary team, which embraces breakthrough thinking and technology to create software that serves people. We offer a creative, fun, and above all, inspiring working environment that fosters team spirit and promotes the greater good. We are positive and eager to learn and explore. We are committed to our vision.</p> <h4>Our shared values</h4> <ul> <li>We are transparent and direct</li> <li>We are positive and fun, never cynical or sarcastic</li> <li>We are eager to learn and explore</li> <li>We put the greater good first</li> <li>We are frugal and we do not waste resources</li> <li>We are fanatically disciplined, we deliver on our promises</li> <li>We are EXUS! Are you?</li> </ul> <h4>Position overview</h4> <p>We are currently seeking a motivated and enthusiastic Junior Software Engineer to join the Project Engineering Team remotely. As a member of our Engineering Team, you will join an international team of highly skilled professionals that delivers global market-leading collection software and provides the best possible service to our clients worldwide.</p> <h4>Responsibilities</h4> <ul> <li>Collaborate with the Delivery and Customer Success teams to implement and improve the product.</li> <li>Participate in the analysis, design, implementation, testing, and review of product development modules.</li> <li>Implement technical tasks under the guidance of senior team members.</li> <li>Assist in troubleshooting, debugging, and resolving technical issues.</li> <li>Learn and apply best development practices, coding standards, and product architecture.</li> <li>Contribute to project delivery activities and continuously develop technical skills.</li> </ul> <h4>Requirements</h4> <ul> <li>Bachelor's degree in ICT or Engineering.</li> <li>Fundamental knowledge of relational databases and SQL, acquired through academic studies or projects.</li> <li>Basic understanding of database development concepts (Oracle, PostgreSQL, SQL Server, or similar RDBMS).</li> <li>Strong willingness to learn new technologies and continuously develop technical skills.</li> <li>Customer-focused attitude with great attention to detail.</li> <li>Willingness and ability to work as part of a team.</li> <li>Good communication and writing skills in English.</li> <li>Ability to deliver assigned tasks and meet agreed deadlines.</li> <li>Good communication and writing skills in English and French.</li> </ul> <h4>Will be considered a plus</h4> <ul> <li>Good understanding of basic ETL principles.</li> <li>Knowledge of server-side languages such as .NET and Java.</li> <li>Familiarity with web technologies and internet protocols (XML, JSON, HTTP, TCP/IP).</li> <li>Basic knowledge of JavaScript and client-side scripting.</li> <li>Familiarity with JIRA and Bitbucket.</li> <li>Basic DBA knowledge.</li> <li>Web server familiarity (especially IIS).</li> <li>Internship or academic project experience in software development.</li> <li>Ability to travel abroad, up to 20% annually, depending on project requirements and conditions.</li> <li>Good communication and writing skills in French.</li> </ul> <h4>Benefits</h4> <ul> <li>Fully remote work setup</li> <li>Competitive salary</li> <li>Inclusive work environment and well-being program</li> <li>A clear induction program and a mentoring buddy to help you</li> <li>Private health insurance</li> <li>Unlimited time off</li> </ul></p><p></p>

<p><h4>Description</h4> <p>Aspire Software is looking for a software engineer 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 role</h4> <p>We are hiring a mid-level Go engineer to build and operate the microservices at the core of our payments platform. You will own services end to end — from API design and database schema through testing, containerization, and production deployment — in a domain where correctness, security, and reliability are non-negotiable. This is a hands-on building role with clear ownership and room to grow into deeper platform and architecture work.</p> <p>Our services are REST/JSON APIs (Gin) deployed on AWS ECS, with observability handled through internal services today. As we scale the platform, there is real room to help raise the engineering bar — introducing metrics and distributed tracing, structured observability, and stronger CI/static-analysis standards. If you like owning systems and shaping how they are built, you will have that runway here.</p> <p>You will join an engineering team that uses AI-assisted development tools as a standard part of its workflow. We expect engineers to use these tools well — to move faster without sacrificing the rigor that payments demand.</p> <h4>What you'll do</h4> <ul> <li>Design, build, and maintain Go microservices (HTTP APIs, sidecars, and background processors) that handle payment authorization, tokenization, settlement, and reporting.</li> <li>Write clean, well-tested Go: table-driven unit tests, mocked dependencies, and meaningful coverage on the paths that move money.</li> <li>Profile and tune services for high throughput and low latency (pprof, benchmarking) — transaction paths are latency-sensitive.</li> <li>Integrate with relational and NoSQL data stores (MySQL, DynamoDB, PostgreSQL); design schemas, access patterns, and migrations that hold up under load and evolve safely.</li> <li>Build and consume internal service APIs, including service-to-service authentication and shared platform libraries.</li> <li>Containerize services with multi-stage Docker builds and ship them through CI/CD pipelines to cloud infrastructure.</li> <li>Integrate with third-party payment processors and AWS services, handling sensitive data in line with PCI DSS and our security standards (secure coding, data masking, TLS, secrets management).</li> <li>Build reliability into money-movement flows: idempotency, retries, and reconciliation/settlement correctness.</li> <li>Participate in code review, design discussions, on-call rotation, and incident response for the services you own.</li> <li>Use AI-assisted development tools (e.g., GitHub Copilot, Claude Code, Cursor) effectively and responsibly as part of day-to-day work.</li> </ul> <h4>Requirements</h4> <ul> <li>3+ years of professional software engineering experience, with production Go experience among them (mid-level seniority).</li> <li>Bachelor's degree in computer science or a related field, or equivalent practical experience.</li> <li>Solid command of Go fundamentals: concurrency done right (goroutine lifecycle, channel discipline, context-driven cancellation), interfaces, error handling, modules, and the standard library.</li> <li>Experience building and consuming RESTful HTTP APIs, ideally with a Go web framework (we use Gin).</li> <li>Working proficiency with SQL databases (schema design, queries, transactions) — we use MySQL with sqlx.</li> <li>Comfort with Docker and CI/CD pipelines as part of a normal development workflow.</li> <li>Demonstrated experience using AI-assisted development tools (Copilot, Claude Code, Cursor, or similar) in real project work — and good judgment about when to trust, verify, and override their output.</li> <li>Strong testing discipline and the habit of writing maintainable, reviewable code.</li> <li>Clear written and verbal communication, a collaborative and ownership-driven mindset, and comfort working in an agile/iterative team onsite.</li> </ul> <h4>Preferred qualifications</h4> <ul> <li>Payments / fintech background — payment gateways, card processing, tokenization, PCI DSS, fraud, or financial transaction systems (strongly preferred).</li> <li>Hands-on AWS experience, especially DynamoDB, S3, Secrets Manager, KMS, SSM Parameter Store, ECS, and ECR.</li> <li>Experience with microservices and distributed-systems patterns (service-to-service auth, sidecars, idempotency, retries, observability).</li> <li>Familiarity with NoSQL (DynamoDB) and/or PostgreSQL in addition to MySQL.</li> <li>Experience with secure handling of sensitive data: encryption (AES, KMS), JWT, secrets management, and secure-coding practices (OWASP, data masking, TLS).</li> <li>Payments-domain depth: settlement/reconciliation, idempotency, card-network/scheme familiarity, fraud, or financial transaction systems.</li> <li>Experience introducing observability (metrics, distributed tracing, structured logging) and/or CI quality tooling (static analysis, linting) to a growing platform.</li> <li>Database schema migration and API versioning experience.</li> <li>JavaScript / TypeScript / React — a plus. Our admin and merchant UIs are React 19 + TypeScript + Vite; full-stack contribution is welcome but not required.</li> <li>Experience working in or migrating from a legacy/monolith system toward a modern service architecture.</li> </ul> <h4>Our tech stack</h4> <p>What you’ll actually work with, based on our current codebase.</p> <ul> <li>Language: Go.</li> <li>Web framework: Gin (gin-gonic/gin); some legacy services on raw net/http. REST/JSON (not gRPC).</li> <li>Data: MySQL (go-sql-driver/mysql, jmoiron/sqlx), DynamoDB (AWS SDK v2), PostgreSQL (lib/pq); Redis and Memcached for caching.</li> <li>Cloud & deploy: AWS — ECS, ECR, DynamoDB, S3, Secrets Manager, KMS, ACM, SSM, SES, Cognito (AWS SDK for Go v2).</li> <li>Auth & crypto: internal SvcAuth service-to-service auth, JWT (golang-jwt/jwt), golang.org/x/crypto, AES encryption.</li> <li>Testing: Go's testing, stretchr/testify, DATA-DOG/go-sqlmock.</li> <li>Build & deploy: Multi-stage Docker (golang ? scratch), Makefiles, GitLab CI (Docker-in-Docker), images to private ECR.</li> <li>Frontend (a plus): React 19, TypeScript 5.6, Vite, MUI, Redux Toolkit, Formik, Jest + React Testing Library.</li> </ul></p><p></p>

<p><h4>Description</h4> <p>Aspire Software is looking for a software engineer 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 role</h4> <p>We are hiring a mid-level Go engineer to build and operate the microservices at the core of our payments platform. You will own services end to end — from API design and database schema through testing, containerization, and production deployment — in a domain where correctness, security, and reliability are non-negotiable. This is a hands-on building role with clear ownership and room to grow into deeper platform and architecture work.</p> <p>Our services are REST/JSON APIs (Gin) deployed on AWS ECS, with observability handled through internal services today. As we scale the platform, there is real room to help raise the engineering bar — introducing metrics and distributed tracing, structured observability, and stronger CI/static-analysis standards. If you like owning systems and shaping how they are built, you will have that runway here.</p> <p>You will join an engineering team that uses AI-assisted development tools as a standard part of its workflow. We expect engineers to use these tools well — to move faster without sacrificing the rigor that payments demand.</p> <h4>What you'll do</h4> <ul> <li>Design, build, and maintain Go microservices (HTTP APIs, sidecars, and background processors) that handle payment authorization, tokenization, settlement, and reporting.</li> <li>Write clean, well-tested Go: table-driven unit tests, mocked dependencies, and meaningful coverage on the paths that move money.</li> <li>Profile and tune services for high throughput and low latency (pprof, benchmarking) — transaction paths are latency-sensitive.</li> <li>Integrate with relational and NoSQL data stores (MySQL, DynamoDB, PostgreSQL); design schemas, access patterns, and migrations that hold up under load and evolve safely.</li> <li>Build and consume internal service APIs, including service-to-service authentication and shared platform libraries.</li> <li>Containerize services with multi-stage Docker builds and ship them through CI/CD pipelines to cloud infrastructure.</li> <li>Integrate with third-party payment processors and AWS services, handling sensitive data in line with PCI DSS and our security standards (secure coding, data masking, TLS, secrets management).</li> <li>Build reliability into money-movement flows: idempotency, retries, and reconciliation/settlement correctness.</li> <li>Participate in code review, design discussions, on-call rotation, and incident response for the services you own.</li> <li>Use AI-assisted development tools (e.g., GitHub Copilot, Claude Code, Cursor) effectively and responsibly as part of day-to-day work.</li> </ul> <h4>Requirements</h4> <ul> <li>3+ years of professional software engineering experience, with production Go experience among them (mid-level seniority).</li> <li>Bachelor's degree in computer science or a related field, or equivalent practical experience.</li> <li>Solid command of Go fundamentals: concurrency done right (goroutine lifecycle, channel discipline, context-driven cancellation), interfaces, error handling, modules, and the standard library.</li> <li>Experience building and consuming RESTful HTTP APIs, ideally with a Go web framework (we use Gin).</li> <li>Working proficiency with SQL databases (schema design, queries, transactions) — we use MySQL with sqlx.</li> <li>Comfort with Docker and CI/CD pipelines as part of a normal development workflow.</li> <li>Demonstrated experience using AI-assisted development tools (Copilot, Claude Code, Cursor, or similar) in real project work — and good judgment about when to trust, verify, and override their output.</li> <li>Strong testing discipline and the habit of writing maintainable, reviewable code.</li> <li>Clear written and verbal communication, a collaborative and ownership-driven mindset, and comfort working in an agile/iterative team onsite.</li> </ul> <h4>Preferred qualifications</h4> <ul> <li>Payments / fintech background — payment gateways, card processing, tokenization, PCI DSS, fraud, or financial transaction systems (strongly preferred).</li> <li>Hands-on AWS experience, especially DynamoDB, S3, Secrets Manager, KMS, SSM Parameter Store, ECS, and ECR.</li> <li>Experience with microservices and distributed-systems patterns (service-to-service auth, sidecars, idempotency, retries, observability).</li> <li>Familiarity with NoSQL (DynamoDB) and/or PostgreSQL in addition to MySQL.</li> <li>Experience with secure handling of sensitive data: encryption (AES, KMS), JWT, secrets management, and secure-coding practices (OWASP, data masking, TLS).</li> <li>Payments-domain depth: settlement/reconciliation, idempotency, card-network/scheme familiarity, fraud, or financial transaction systems.</li> <li>Experience introducing observability (metrics, distributed tracing, structured logging) and/or CI quality tooling (static analysis, linting) to a growing platform.</li> <li>Database schema migration and API versioning experience.</li> <li>JavaScript / TypeScript / React — a plus. Our admin and merchant UIs are React 19 + TypeScript + Vite; full-stack contribution is welcome but not required.</li> <li>Experience working in or migrating from a legacy/monolith system toward a modern service architecture.</li> </ul> <h4>Our tech stack</h4> <p>What you’ll actually work with, based on our current codebase.</p> <ul> <li>Language: Go.</li> <li>Web framework: Gin (gin-gonic/gin); some legacy services on raw net/http. REST/JSON (not gRPC).</li> <li>Data: MySQL (go-sql-driver/mysql, jmoiron/sqlx), DynamoDB (AWS SDK v2), PostgreSQL (lib/pq); Redis and Memcached for caching.</li> <li>Cloud & deploy: AWS — ECS, ECR, DynamoDB, S3, Secrets Manager, KMS, ACM, SSM, SES, Cognito (AWS SDK for Go v2).</li> <li>Auth & crypto: internal SvcAuth service-to-service auth, JWT (golang-jwt/jwt), golang.org/x/crypto, AES encryption.</li> <li>Testing: Go's testing, stretchr/testify, DATA-DOG/go-sqlmock.</li> <li>Build & deploy: Multi-stage Docker (golang ? scratch), Makefiles, GitLab CI (Docker-in-Docker), images to private ECR.</li> <li>Frontend (a plus): React 19, TypeScript 5.6, Vite, MUI, Redux Toolkit, Formik, Jest + React Testing Library.</li> </ul></p><p></p>

<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>Description</h4> <p>Aspire Software is looking for a Forward Deployed Engineer (AI) 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 role</h4> <p>As a Forward Deployed Engineer (AI), you embed directly with our businesses to design and ship AI-powered solutions against real, often messy, problems. 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. You own problems end to end: understand the domain, scope the solution, build it, and get it into production.</p> <p>This is fundamentally a builder's role. 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. 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. 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.</p> <h4>Why this role is different</h4> <ul> <li>Hard problems, real impact. 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.</li> <li>Breadth no single company can offer. 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.</li> <li>Latest tools, encouraged. We expect you to use the best available AI development tools and to push them hard. Experimentation is part of the job, not a side project.</li> <li>Genuinely generous with tooling. This is one of the real perks of the role. 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.</li> <li>Autonomy. You're trusted to go deep into a business, figure out what's worth building, and ship it.</li> </ul> <h4>What you'll do</h4> <ul> <li>Embed with portfolio businesses to identify, scope, and build AI-powered solutions to high-value problems.</li> <li>Design and build RAG (retrieval-augmented generation) pipelines and agentic systems that integrate with each business's data and workflows.</li> <li>Integrate large language models via APIs (Anthropic Claude, OpenAI/GPT, and others) into production applications.</li> <li>Use AI-native development tools (Cursor, Claude, Windsurf) and automation platforms (n8n and similar) to build and ship quickly.</li> <li>Take projects from problem framing through to deployed, maintainable software.</li> <li>Move fluidly between business domains, ramping up fast on unfamiliar industries and codebases.</li> </ul> <h4>Requirements</h4> <p>The non-negotiable is that you can build. Beyond that, we recognize two paths into this role:</p> <ul> <li><strong>Senior software developers</strong> — you've built and shipped real systems and can operate independently. (In rare cases we'll consider a less experienced developer who is exceptionally strong with AI tooling, but senior experience is the norm.)</li> <li><strong>Senior product managers / product backgrounds</strong> — 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. If you can take a problem and ship a working AI-powered solution, your product instincts are a real asset here.</li> </ul> <p>Whichever path you come from, we also expect:</p> <ul> <li>Hands-on experience with AI-native tools such as Cursor, Claude, and Windsurf, and a genuine interest in AI more broadly.</li> <li>Comfort integrating AI APIs (Anthropic, OpenAI, and others) into real applications.</li> <li>The ability to own ambiguous problems end to end and ship.</li> <li>Adaptability — you enjoy jumping into new domains and getting productive quickly.</li> </ul> <h4>Nice to have</h4> <ul> <li>Experience building RAG pipelines in production.</li> <li>Experience building agents / agentic workflows.</li> <li>Familiarity with n8n or similar automation / orchestration platforms.</li> <li>Exposure to any of our verticals: finance, logistics, education, government, or automotive.</li> </ul> <h4>Tools & technologies you'll work with</h4> <p>Anthropic Claude · OpenAI/GPT · Cursor · Windsurf · RAG pipelines · AI agents · n8n · LLM APIs</p></p><p></p>

<p><h4>Description</h4> <p>Aspire Software is looking for a Forward Deployed Engineer (AI) 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 role</h4> <p>As a Forward Deployed Engineer (AI), you embed directly with our businesses to design and ship AI-powered solutions against real, often messy, problems. 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. You own problems end to end: understand the domain, scope the solution, build it, and get it into production.</p> <p>This is fundamentally a builder's role. 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. 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. 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.</p> <h4>Why this role is different</h4> <ul> <li>Hard problems, real impact. 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.</li> <li>Breadth no single company can offer. 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.</li> <li>Latest tools, encouraged. We expect you to use the best available AI development tools and to push them hard. Experimentation is part of the job, not a side project.</li> <li>Genuinely generous with tooling. This is one of the real perks of the role. 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.</li> <li>Autonomy. You're trusted to go deep into a business, figure out what's worth building, and ship it.</li> </ul> <h4>What you'll do</h4> <ul> <li>Embed with portfolio businesses to identify, scope, and build AI-powered solutions to high-value problems.</li> <li>Design and build RAG (retrieval-augmented generation) pipelines and agentic systems that integrate with each business's data and workflows.</li> <li>Integrate large language models via APIs (Anthropic Claude, OpenAI/GPT, and others) into production applications.</li> <li>Use AI-native development tools (Cursor, Claude, Windsurf) and automation platforms (n8n and similar) to build and ship quickly.</li> <li>Take projects from problem framing through to deployed, maintainable software.</li> <li>Move fluidly between business domains, ramping up fast on unfamiliar industries and codebases.</li> </ul> <h4>Requirements</h4> <p>The non-negotiable is that you can build. Beyond that, we recognize two paths into this role:</p> <ul> <li><strong>Senior software developers</strong> — you've built and shipped real systems and can operate independently. (In rare cases we'll consider a less experienced developer who is exceptionally strong with AI tooling, but senior experience is the norm.)</li> <li><strong>Senior product managers / product backgrounds</strong> — 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. If you can take a problem and ship a working AI-powered solution, your product instincts are a real asset here.</li> </ul> <p>Whichever path you come from, we also expect:</p> <ul> <li>Hands-on experience with AI-native tools such as Cursor, Claude, and Windsurf, and a genuine interest in AI more broadly.</li> <li>Comfort integrating AI APIs (Anthropic, OpenAI, and others) into real applications.</li> <li>The ability to own ambiguous problems end to end and ship.</li> <li>Adaptability — you enjoy jumping into new domains and getting productive quickly.</li> </ul> <h4>Nice to have</h4> <ul> <li>Experience building RAG pipelines in production.</li> <li>Experience building agents / agentic workflows.</li> <li>Familiarity with n8n or similar automation / orchestration platforms.</li> <li>Exposure to any of our verticals: finance, logistics, education, government, or automotive.</li> </ul> <h4>Tools & technologies you'll work with</h4> <p>Anthropic Claude · OpenAI/GPT · Cursor · Windsurf · RAG pipelines · AI agents · n8n · LLM APIs</p></p><p></p>

<section><p class="heading jdMain">Job Description</p><p class="heading">Roles &amp; Responsibilities</p><div class="paragraph"><p>Communities hosting displaced populations face increasing pressure on limited resources, weakened service delivery systems, and reduced institutional capacities. These challenges have been further intensified by the economic and financial crisis since 2019, as well as the growing impacts of climate change. The Local Development for Stabilization Project (LDP) aims to bolster the coping and sustainable development capacities of host communities in Lebanon. Its key objectives are to create a more enabling environment for mitigating and preventing tensions by: • Reducing competition over public services, livelihood, and economic opportunities: This is achieved by supporting the maintenance and expansion ofservice delivery and creating economic opportunities, especially in the context of the significant incapacitation of both public and private sectors. • Providing conflict-sensitive and inclusive dialogue and decision-making spaces: These spaces allow local communities to engage in peaceful discussions, identify common interests, and collaboratively chart a path towards a sustainable future. • The Local Development for Stabilization Project (LDP) focuses on strengthening local governance, enhancing economic resilience, and supporting sustainable development processes at the community level. The LDP project is critical in addressing Lebanon s multi-dimensional vulnerabilities and ensuring the country s capacity forsustainable, inclusive recovery. It aimsto create a harmonious, integrated approach to local development that not only addresses immediate needs but also builds resilience for the future. Within this framework, infrastructure rehabilitation and civil works at community facilities remain a key intervention for improving service delivery and living conditions. Wadi Khaled Social Development Center is a key community facility serving the population of Wadi Khaled, North Lebanon. UNDP, under the LDP project, is undertaking civil rehabilitation and construction works at this center and requires a Civil Engineer Consultant to monitor, supervise, and ensure the quality of these civil works. OBJECTIVES The main objective of this consultancy is to provide dedicated technical expertise in civil engineering to support the supervision, monitoring, and quality assurance of civil works at the Wadi Khaled Social Development Center under the LDP project. Specifically, the Consultant will: • Ensure technical soundness and quality of civil works in compliance with approved designs and UNDP standards • Monitor contractor performance and ensure works are completed on time, within scope, and to specification • Review and validate contractor submittments including shop drawings, material submittals, and payment certificates, and provide technical solutions throughout the project lifecycle SCOPE OF WORK UNDP is seeking the services of a Civil Engineer Consultant to supervise the civil works being implemented at the Wadi Khaled Social Development Center, under the overall guidance of the LDP/LHSP Project Specialist and in close coordination with the Area Manager and the UNDP Engineering Unit. The Civil Engineer consultant shall be present on site four (4) days per week, according to an agreed schedule and in coordination with the UNDP Engineering Unit. Implementation and Supervision: • Supervise and inspect all civil and electromechanical works and materials/components supplied during the lifetime of the contract to ensure completion in accordance with contract provisions and QA/QC standards. • Propose solutions and update designs when required as per site conditions and encountered problems. Supervise all on-site tests carried out by the contractor related to civil, architectural and electromechanical works. • Participate in technical meetings with contractors and stakeholders when required. • Ensure that as-built drawings and all relevant documentation are well kept and regularly updated. • Process in a timely manner, and as appropriate, certify payment of contractor statements to ensure they reflect works performed. • Support UNDP in claims and variations. Document progress through daily/weekly/monthly field reports with geo-referenced photographic evidence. Participate in technical meetings with contractors and stakeholders when required. • Site inspection checklists and QA/QC protocols aligned with UNDP standards. • Field verification and validation approaches. • Reporting templates. • Use of geo-tagged photos and documentation STANDARD MINIMUM QUALIFICATIONS Education • Bachelor s degree in Civil Engineering or related field. • Minimum of 8 years of experience in civil engineering, construction supervision, or infrastructure rehabilitation or any related field. Language: Fluency in Arabic and English is mandatory (both oral and written) The Personnel will be covered with Health insurance and Personal accident insurance; the fees shall be deducted from personnel's monthly payment.</p></div></section><section><p class="heading">Desired Candidate Profile</p><p class="paragraph"></p><p>• Bachelor s degree in Civil Engineering or related field.<br>• Minimum of 8 years of experience in civil engineering, construction supervision, or infrastructure rehabilitation or any related field.<br>Language: Fluency in Arabic and English is mandatory (both oral and written)</p><p></p></section>

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

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

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