Database Developer Jobs
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<h2 class="h5">Job description</h2>
<div class="t-break" data-jb-field="description">
<strong>Analytical - Precise - Reliable</strong><br>As Jnr Financial Controller in Cairo, Egypt, you'll take ownership of cost control and financial accuracy across our project portfolio. You'll prepare budgets, forecasts, and cost reports, track expenditures in detail in line with group standards and legal requirements. Working side-by-side with procurement and project teams, you'll help identify cost-saving opportunities and translate data into clear insights. Your work will give management the visibility they need to steer performance and strengthen results.<br><strong>Join the force behind #NOTHING TOO HEAVY, NOTHING TOO HIGH</strong><br><strong>Responsibilities:</strong><br>• Prepare cost reports, variance analysis, and reliable forecasts.<br>• Track and control expenditures against budget and estimates.<br>• Collaborate with accounting, procurement and project teams to verify and validate costs.<br>• Identify cost-saving opportunities and support implementation.<br>• Assist in preparing monthly and quarterly financial reports.<br>• Ensure compliance with company policies, procedures, and accounting standards.<br>• Maintain accurate cost-related data in ERP and financial systems.<br>• Support audit and financial review processes.<br><strong>ABOUT YOU</strong><br>You're detail-oriented, analytical, and hands on jnr financial controller. You're ready to own your numbers, challenge assumptions, and help Team Blue rise to every challenge.<br><strong>Requirements:</strong><br><ul><li>3-5 years of experience in cost control, ideally in construction, heavy industry as a Finance Manager</li><li>Bachelor's Degree in Finance, Accounting, or a related field</li><li>Solid knowledge of Egypt Tax legislation </li><li>Strong analytical and financial modelling skills</li><li>Proficiency in Excel and ERP systems</li><li>High accuracy, thoroughness, and ability to meet deadlines</li><li>Good knowledge of English</li><li>Power BI and D365 experience</li></ul><br><strong>-</strong><br><strong>WE OFFER</strong><br>We offer a <strong>market conform salary according to the seniority in the position</strong>, complemented by Sarens' global learning culture, strong safety focus, and opportunities to grow your career in a truly international, family-owned engineering group. <br>Join Team Blue and help move what the world thought was impossible.<br> </div>
<section><p class="heading jdMain">Job Description</p><p class="heading">Roles & Responsibilities</p><div class="paragraph"><p>Support in the external hiring process by arranging the panels and sending invitations to the eligible applicants, and updating the status sheets and e-recruitment regularly to keep clear records of the employee s data. Coordinate exam labs, print material, monitor potential recruits when taking exams to maintain smooth workflow. Handle all system data entry for all applicants information, in order to maintain a complete record of interviews, exams, and new hires. Handle all the filing process to ensure having secured and reliable data for easy retrieval. Print interview applications and ensure that all the required documents are signed by the applicants (i.e. Relative declaration, I-score and signing the application) prior attending the interviews. Coordinate and attend employment branding events and initiatives to effectively present CIB Outsource Hiring Support in CV screening and conducting phone screening interviews with potential candidates for outsource positions in line with business requirements in order to qualify candidates for subsequent technical interviews conducted by Talent Acquisition and lines of business and handle the documentation of relevant feedback. Participate in handling all administrative work related to the Talent Acquisition activity on daily basis to ensure effective and efficient documentation. Implement the day-to-day operations assigned for the department to ensure compliance with the established standards and procedures. Follow all relevant department policies, processes, standard operating procedures and instructions so that work is carried out in a controlled and consistent manner. Comply with all relevant CBE regulations, banking laws, AML regulations and internal CIB policies and code of conduct in order to maintain CIB s sound legal position and mitigate any potential risks.</p></div></section><section><p class="heading">Desired Candidate Profile</p><p class="paragraph"></p><p>Bachelor s degree of commerce, business administration or its equivalent Minimum 0 to 2 years of experience</p><p></p></section>
<section><p class="heading jdMain">Job Description</p><p class="heading">Roles & Responsibilities</p><div class="paragraph"><p>We are seeking a detail-oriented and customer-focused Reservation Supervisor to join our hospitality team in ElGouna - Hurghada, Egypt. In this supervisory role, you will oversee reservation operations, lead a team of reservation agents, and ensure exceptional service delivery to our guests. You will be responsible for managing daily reservations, maintaining operational efficiency, and fostering a supportive work environment that prioritizes customer satisfaction and organizational excellence. Supervise and manage the daily activities of the reservation team, ensuring adherence to company policies and service standards Monitor reservation systems and processes to optimize efficiency and accuracy in booking management Handle complex customer inquiries and resolve reservation-related issues with professionalism and empathy Train, mentor, and provide performance feedback to reservation staff to support their professional development Analyze reservation data and trends to identify opportunities for process improvement and cost optimization Maintain accurate records and documentation of all reservations and customer interactions Coordinate with other departments including front desk, housekeeping, and management to ensure seamless guest experiences Ensure compliance with company procedures and hospitality industry standards Manage peak periods and staffing schedules to maintain service quality during high-demand seasons Generate reports on reservation metrics, team performance, and operational KPIs for management review</p></div></section><section><p class="heading">Desired Candidate Profile</p><p class="paragraph"></p><ul><li>Minimum 2-3 years of experience in a reservation or hospitality environment</li><li>Proven supervisory or team leadership experience</li><li>Proficiency with reservation management systems and hotel property management software</li><li>Strong communication and interpersonal skills with the ability to lead and motivate a team</li><li>Excellent customer service orientation and problem-solving abilities</li><li>Exceptional organizational and time management skills</li><li>Attention to detail and accuracy in data entry and record-keeping</li><li>Ability to multitask and work effectively in a fast-paced environment</li><li>High school diploma or equivalent; hospitality certification or training preferred</li><li>Fluency in English; additional language skills (Arabic preferred) are advantageous</li><li>Knowledge of the Hurghada tourism market and hospitality industry standards is a plus</li></ul><p></p></section>
<h2 class="h5">Job description</h2>
<div class="t-break" data-jb-field="description">
<span><span><b>Job Summary</b></span><br></span><p>The Indirect Sales Audit & Quality Specialist is responsible for monitoring, auditing, and improving the performance and compliance of indirect sales channels, including distributors, dealers, and retail partners. The role ensures adherence to company policies, maintains service quality standards, identifies operational gaps, and supports continuous process improvement.<br></p><br><span><b>Key Responsibilities</b></span><br><ul><li>Conduct regular audits of distributors, dealers, and retail outlets to ensure compliance with company policies and procedures.<br></li><li>Monitor the quality of sales operations across indirect sales channels.<br></li><li>Verify the accuracy of sales transactions, inventory records, and documentation.<br></li><li>Identify operational gaps, policy violations, and process inefficiencies.<br></li><li>Prepare audit reports with findings, recommendations, and corrective action plans.<br></li><li>Follow up on corrective actions and ensure timely implementation.<br></li><li>Support fraud prevention activities by identifying suspicious transactions or non-compliance.<br></li><li>Collaborate with Sales, Operations, Finance, and Compliance teams to resolve audit findings.<br></li><li>Analyze sales performance data and quality metrics to identify improvement opportunities.<br></li><li>Conduct field visits across Alexandria and Beheira to evaluate distributor and retail operations.<br></li><li>Ensure adherence to company standards, SLAs, and regulatory requirements.<br></li><li>Provide coaching and recommendations to improve operational quality within the indirect sales network.<br></li></ul><span><b>Qualifications</b></span><br><ul><li>Bachelor's degree in Business Administration, Commerce, Accounting, or a related field.<br></li><li>2–5 years of experience in Sales Audit, Quality Assurance, Retail Audit, Internal Audit, or Indirect Sales Operations.<br></li><li>Experience in FinTech, Banking, or Retail is preferred.<br></li><li>Strong analytical and reporting skills.<br></li><li>Excellent communication and stakeholder management skills.<br></li><li>Proficiency in Microsoft Excel and Microsoft Office.<br></li><li>Ability to travel frequently within Alexandria Beheira,and <span><span><span>Kafr Elsheikh.</span></span></span></li><li><span><span><span>Also, it’s preferred that the candidate to be from
El Behera or Kafr Elsheikh</span> .</span></span><br></li></ul><span><b>Preferred Skills</b></span><br><ul><li>Audit and compliance knowledge.<br></li><li>Quality assurance methodologies.<br></li><li>Data analysis and reporting.<br></li><li>Attention to detail.<br></li><li>Problem-solving skills.<br></li><li>Time management.<br></li><li>Negotiation and communication skills.<br></li><li>Ability to work independently.<br></li></ul><span><b>KPIs</b></span><br><ul><li>Audit completion rate.<br></li><li>Compliance score.<br></li><li>Number of audit findings resolved.<br></li><li>Quality compliance percentage.<br></li><li>Distributor compliance rate.<br></li><li>Corrective action closure rate.<br></li><li>Fraud detection and prevention effectiveness.<br></li><li>Audit reporting accuracy and timeliness.<br></li></ul><br> </div>
<p><h4>What you do</h4>
<p>Manages routine daily claims administration work.<br>
Coordinates workflow and meets deadlines.<br>
Evaluates claims with regards to eligibility.<br>
Takes decisions on high cost and complicated cases based on standard operating procedures.<br>
Handles international preauthorization cases as required.<br>
Attends calls and emails from insurance companies, clients, and providers.<br>
Coordinates with international providers for direct billing.<br>
Makes suggestions to improve service.<br>
Increases efficiency, minimizes errors and administration time.<br>
Analyzes data using AI to identify areas for service improvement, increase efficiency, minimize errors, and reduce administration time.<br>
Works effectively in an environment shaped by artificial intelligence (AI), machine learning, data, analytics and cloud-based tools, using insights responsibly with our standards of data governance, security and ethical use.</p>
<h4>What you bring</h4>
<p>Bachelor’s of Medicine (MBBS).<br>
Medical 1 year practical experience in UAE claims, DRG claims and coding skills (reputable insurance provider, broker or a TPA experience a plus).<br>
Legally permitted to work in the country of operations.<br>
Fluency in MS Office (Excel, Word, Outlook, PowerPoint) and general internet navigation and research skills.</p>
<h4>Technical skills</h4>
<ul>
<li>Proficiency in MS Office applications and experience with AI software and tools.</li>
<li>Skills in data analysis, machine learning, and AI-driven research are highly desirable.</li>
</ul>
<h4>How we hire</h4>
<p><strong>Agency statement:</strong> Allianz Partners does not accept unsolicited CVs or approaches from agencies. We only work with partners on our approved supplier list, under contract. Any unsolicited submission will not be considered.</p>
<h4>What we offer</h4>
<p>Allianz Partners is a world leader in B2B2C insurance and assistance, offering global solutions that span international health and life, travel insurance, automotive and assistance. Customer driven, our innovative experts are redefining insurance services by delivering future-ready, high-tech high-touch products and solutions that go beyond traditional insurance.<br>
Our products are embedded seamlessly into our partners’ businesses or sold directly to customers, and are available through four commercial brands: Allianz Assistance, Allianz Automotive, Allianz Travel and Allianz Care.<br>
At Allianz Partners, artificial intelligence (AI) is transforming service delivery and innovation.<br>
By leveraging business intelligence and data analytics, we enhance strategic decision-making and customer experiences. Our commitment to ethical AI ensures responsible deployment, maintaining data integrity and trust. Conversational AI improves communication, while emerging technologies and generative AI drive industry leadership and new opportunities. With robust information security management, we protect sensitive information, ensuring compliance and security.<br>
Embrace the future of AI with Allianz Partners, where possibilities become realities.</p>
<p>Allianz Group is one of the most trusted insurance and asset management companies in the world. Caring for our employees, their ambitions, dreams and challenges, is what makes us a unique employer. Together we can build an environment where everyone feels empowered and has the confidence to explore, to grow and to shape a better future for our customers and the world around us.<br>
At Allianz, we stand for unity: we believe that a united world is a more prosperous world, and we are dedicated to consistently advocating for equal opportunities for all. And the foundation for this is our inclusive workplace, where people and performance both matter, and nurtures a culture grounded in integrity, fairness, inclusion and trust.<br>
We therefore welcome applications regardless of ethnicity or cultural background, age, gender, nationality, religion, social class, disability or sexual orientation, or any other characteristics protected under applicable local laws and regulations.<br>
Join us. Let's care for tomorrow.</p>
<p><strong>Note:</strong> Having different strengths, experiences, perspectives and approaches is an integral part of Allianz’ company culture. One means to achieve this is a regular rotation of Allianz Executive employees across functions, Allianz entities and geographies. Therefore, the company expects from its employees a general openness and a high motivation to regularly change positions and collect experiences across Allianz Group.</p></p><p></p>
<p><h4>Join us</h4>
<p>At Vodafone, we’re not just shaping the future of connectivity for our customers – we’re shaping the future for everyone who joins our team. When you work with us, you’re part of a global mission to connect people, solve complex challenges, and create a sustainable and more inclusive world. If you want to grow your career whilst finding the perfect balance between work and life, Vodafone offers the opportunities to help you belong and make a real impact.</p>
<h4>Role purpose</h4>
<p>The ITSM senior consultant role purpose is to provide expert advisory services on IT service management (ITSM) best practices and deliver end-to-end technical configurations of ITSM tools. This role bridges the gap between ITIL-aligned processes and technical implementation, ensuring customers achieve streamlined service delivery, automated workflows, and robust service governance.</p>
<h4>Job profile</h4>
<ul>
<li><strong>Process consulting:</strong> Assess client ITSM maturity, lead discovery workshops, and design ITIL-aligned processes (incident, change, problem, request, etc.).</li>
<li><strong>Tool configuration:</strong> Lead the technical setup, workflow automation, and UI customization of ITSM platforms such as ServiceNow, BMC Helix, or Jira Service Management.</li>
<li><strong>Solution architecture:</strong> Design ITSM data models, CMDB structures, and integration logic with external monitoring and ERP tools.</li>
<li><strong>Customer management:</strong> Translate complex technical configurations into business value for executive sponsors and C-level stakeholders.</li>
<li><strong>Project management:</strong> Support the delivery manager in planning, effort estimation, and identifying technical risks during the implementation lifecycle.</li>
<li><strong>Risk management:</strong> Proactively identify and mitigate risks related to data migration and system availability during tool transitions.</li>
<li><strong>Compliance & auditing:</strong> Ensure that all configured ITSM workflows align with relevant regulations, industry standards, and internal audit requirements.</li>
</ul>
<h4>Competencies and qualifications</h4>
<ul>
<li>5 to 8 years of experience in ITSM consulting or ITSM tool implementation roles.</li>
<li><strong>Tool expertise:</strong> Deep hands-on experience in configuring and administering industry-leading platforms like Micro Focus, IBM Maximo, etc.</li>
<li><strong>ITIL mastery:</strong> Strong functional knowledge of the ITIL framework (v4 preferred) and its application in diverse customer environments.</li>
<li><strong>Technical skills:</strong> Experience with API integrations (REST/SOAP), JavaScript for tool customization, and CMDB discovery techniques.</li>
<li><strong>Consulting skills:</strong> Proven ability in workshop facilitation, requirements elicitation, and producing high-quality process documentation.</li>
<li><strong>Communication:</strong> Excellent command of Arabic and English with strong presentation skills for technical and executive audiences.</li>
</ul>
<h4>Must have technical / professional qualifications</h4>
<ul>
<li><strong>Education:</strong> Bachelor’s degree in computer science, information technology, or a related field.</li>
<li><strong>Certifications:</strong> ITIL 4 / Managing Professional and at least one tool-specific certification.</li>
<li><strong>Portfolio:</strong> Demonstrated history of successful ITSM tool migrations and process design projects.</li>
<li><strong>Data handling:</strong> Strong SQL skills and familiarity with ETL processes for migrating legacy service data.</li>
</ul>
<h4>Not a perfect fit?</h4>
<p>Worried that you don’t meet all the desired criteria exactly? At Vodafone we are passionate about empowering people and creating a workplace where everyone can thrive, whatever their personal or professional background. If you’re excited about this role but your experience doesn’t align exactly with every part of the job description, we encourage you to still apply as you may be the right candidate for this role or another opportunity.</p>
<h4>Who we are</h4>
<p>We are a leading international telco, serving millions of customers. At Vodafone, we believe that connectivity is a force for good. If we use it for the things that really matter, it can improve people's lives and the world around us. Through our technology we empower people, connecting everyone regardless of who they are or where they live and we protect the planet, whilst helping our customers do the same.</p>
<p>Belonging at Vodafone isn't a concept; it's lived, breathed, and cultivated through everything we do. You'll be part of a global and diverse community, with many different minds, abilities, backgrounds and cultures. We're committed to increase diversity, ensure equal representation, and make Vodafone a place everyone feels safe, valued and included.</p>
<p>If you require any reasonable adjustments or have an accessibility request as part of your recruitment journey, for example, extended time or breaks in between online assessments, please contact the recruitment team for guidance.</p>
<p>Together we can.</p></p><p></p>
<h2 class="h5">Job description</h2>
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<b>Job Description</b><br>You are about to apply for a job in a certified Top Employer 2025! <br>Ready to be part of one of the Market Leaders in Egypt? Apply now!<br>Raya Holding for Financial Investments is hiring Financial Analyst (Machine Learning Project) <strong>6-Month Contract.</strong><br> <br>What will you do?<br>• Design and implement machine learning models to enhance budget forecasting, scenario analysis, and cost predictions.<br>• Automate key budgeting processes, including data consolidation, variance analysis, and commentary generation.<br>• Develop dynamic reporting dashboards and tools to support real-time financial performance monitoring.<br>• Integrate ML models into financial systems (e.g., Oracle EPM, SAP BPC, Power BI) for seamless data flow and user access.<br>• Streamline financial reporting by building ETL pipelines that extract, clean, and transform financial data automatically.<br>• Collaborate with FP&A, accounting, and IT teams to identify opportunities for automation and improve process efficiency.<br>• Maintain detailed documentation of models, assumptions, and system integrations for audit and stakeholder review.<br>• Monitor model performance and continuously improve accuracy, scalability, and reliability.<br><b>Skills Description</b><br>What will you need?<br>• Bachelor's or Master's degree in Data Science, Finance, Computer Science, Statistics, or a related discipline.<br>• Proficient in Python (pandas, NumPy, scikit-learn) and SQL; experience with Power BI or Tableau preferred.<br>• Solid understanding of budgeting cycles, financial statements, and variance analysis.<br>• Experience with enterprise performance management platforms (e.g., Oracle EPM).<br>• Strong knowledge of ML algorithms (regression, classification, time-series, anomaly detection).<br>• Familiarity with automation frameworks and APIs .<br>• Ability to communicate complex technical solutions to non-technical finance stakeholders.<br>Preferred Skills:<br>• Experience building automation tools for finance teams.<br>• Working knowledge of financial KPIs, forecasting models, and reporting standards.<br>• Exposure to cloud platforms for data storage and ML model deployment.<br> <br>Key Deliverables:<br>• Automated budgeting and reporting workflows reducing manual effort and cycle time.<br>• Machine learning models embedded in financial planning processes with proven forecast accuracy improvement.<br>• Interactive, real-time dashboards that enhance business unit performance tracking and decision-making.<br> <br>What is unique about Raya?<br>• Are you an eager learner? Raya believes in its employees, so we aim to continuously provide learning & development plans for all of our employees to ensure their personal and career development.<br>• Are you looking for career progression? Raya is an entity where you can grow whether horizontally or vertically as we offer internal transfer opportunities.<br>• Are you looking for a rewarding environment? Raya's top achievers are awarded annually with an international 5 days trip.<br>• Are you looking for an opportunity to give back to the community? Raya encourages their employees to give back to the community through different ongoing CSR programs and initiatives.<br>• Are you a foodie? Exclusive discounts for Raya employees at Raya's Restaurants.<br><b>Job Details</b><br>Job Title<br> <br>Financial Analyst (Machine Learning Project)<br>Job Country<br> <br>Egypt<br>Job City<br> <br>Cairo<br>Job Role<br> <br>Accounting/Banking/Finance<br><b>Preferred Candidate</b><br>Career Level<br> <br>Mid Career<br><b>Raya Holding for Financial Investments</b><br> <br> Investment, Securities & Funds Egypt 500 employees or more +123.1.234.567 https://rayacorp.com/ <br>Raya Holding for Financial Investments, a leading investment conglomerate, was established in 1999 in Egypt with a vision to be a market leader and to grow into a solid financial conglomerate with multifaceted operations. Headquartered in Cairo, Egypt, Raya Holding is managing a diversified investment portfolio of 13 lines of business in the various industries of e-payment, information technology, contact center, smart buildings, consumer electronics, food and beverage, land transport, PET remanufacturing and FMCG. Raya Holding is listed in the Egyptian Exchange (EGX) since 2005, while the company empowers more than 12,000 proficient employees, accommodating to a wide international customer base from offices based in Egypt, Saudi Arabia, UAE, Qatar, Poland, Nigeria and Tanzania. Raya's Lines of Business include: Aman for e-payments, Aman for Financial Services, Ostool, Raya Customer Experience, Raya Foods, Raya Information Technology, Raya Food Trading, Raya Restaurants, Raya Smart Buildings, Raya Trade, Raya Auto and Haier - Raya Electric. <br><b>Similar Jobs</b><br>See All<br> </div>
<section><p class="heading jdMain">Job Description</p><p class="heading">Roles & Responsibilities</p><div class="paragraph"><p><b>JOB SUMMARY</b></p><p>Maintains the transient rooms inventory for the hotel(s) and responsible for maximizing transient revenue. The Revenue Manager releases group rooms back into general inventory and ensures clean booking windows for customers. The position recommends pricing and positioning of cluster properties. In addition, the position oversees the inventory management system to verify appropriateness of agreed upon selling strategies.</p><p>CORE WORK ACTIVITIES Analyzing and Reporting Revenue Management Data Compiles information, analyzes and monitors actual sales against projected sales. Identifies the underlying principles, reasons, or facts of information by breaking down information or data into separate parts. Analyzes information and evaluates results to choose the best solution and solve problems. Using computers and computer systems (including hardware and software) to program, write software, set up functions, enter data, or process information. Generates and provides accurate and timely results in the form of reports, presentations, etc. Conducts sales strategy analysis and refines as appropriate to increase market share for all properties. Maintains accurate reservation system information. Analyzes period end and other available systems data to identify trends, future need periods and obstacles to achieving goals. Generates updates on transient segment each period. Assists with account diagnostics process and validates conclusions.</p><p>Executing Revenue Management Projects and Strategy Updates market knowledge and aligns strategies and approaches accordingly. Achieves and exceeds goals including performance goals, budget goals, team goals, etc. Attends meetings to plan, organize, prioritize, coordinate and manage activities and solutions. Establishes long-range objectives and specifying the strategies and actions to achieve them. Takes a predetermined strategy and drives the execution of that strategy. Demonstrates knowledge of job-relevant issues, products, systems, and processes. Understands and meets the needs of key stakeholders (owners, corporate, guests, etc.). Explores opportunities that drive profit, create value for clients, and encourage innovation; challenges existing processes/systems/products to make improvements. Provides revenue management functional expertise to cluster general managers, leadership teams and market sales leaders. Ensures hotel strategies conform to brand philosophies and initiatives. Ensures that sales strategies and rate restrictions are communicated, implemented and modified as market conditions fluctuate. Prepares sales strategy meeting agenda, supporting documentation. Communicates proactively with properties regarding rate restrictions and strategy. Manages rooms inventory to maximize cluster rooms revenue. Assists hotels with pricing and provides input on business evaluation recommendations. Leads efforts to coordinate strategies between group sales offices. Supports cluster selling initiatives by working with all reservation centers. Uses reservations system and demand forecasting systems to determine, implement and control selling strategies. Checks distribution channels for hotel positioning, information accuracy and competitor positioning. Ensures property diagnostic processes (PDP) are used to maximize revenue and profits. Initiates, implements and evaluates revenue tests. Provides recommendations to improve effectiveness of revenue management processes. Communicates brand initiatives, demand and market analysis to hotels/clusters/franchise partners/owners. Understands and communicates the value of the brand name as it relates to franchise partnerships and revenue management opportunities. Promotes and protects brand equity.</p><p>Building Successful Relationships Develops and manages internal key stakeholder relationships in a proactive manner. Acts as a liaison, when necessary, between property and regional/corporate systems support.</p><p>Additional Responsibilities Informs and/or updates the executives, the peers and the subordinates on relevant information in a timely manner. Attends staff/forecast/long range meetings as requested by properties.</p></div></section><section><p class="heading">Desired Candidate Profile</p><p class="paragraph"></p><p>Education and Experience 2-year degree from an accredited university in Business Administration, Finance and Accounting, Economics, Hotel and Restaurant Management, or related major; 3 years experience in the revenue management, sales and marketing, or related professional area. OR 4-year bachelor's degree from an accredited university in Business Administration, Finance and Accounting, Economics, Hotel and Restaurant Management, or related major; 1 year experience in the revenue management, sales and marketing, or related professional area.</p><p></p></section>
<section><p class="heading jdMain">Job Description</p><p class="heading">Roles & Responsibilities</p><div class="paragraph"><p>This role is open to candidates based in LATAM, Africa, and Eastern Europe. Please note that as this role supports U.S.-based clients, candidates must be available to work during U.S. business hours aligned with the client s time zone. Our client is seeking an AI Implementation Specialist to lead the adoption and execution of AI-driven workflows across the organization. The company is focused on leveraging AI to improve operational efficiency, streamline business processes, and automate workflows across finance, operations, scheduling, and data management. They are looking for a proactive professional who can identify process improvements, implement AI solutions, train cross-functional teams, and drive organization-wide AI adoption. Role Overview The AI Implementation Specialist will be responsible for designing, implementing, and optimizing AI-driven workflows and automations across multiple business functions. The AI Implementation Specialist will collaborate with department leaders to identify operational bottlenecks, develop agentic AI solutions, integrate AI platforms with existing systems, and train teams on AI best practices. This role is ideal for someone with hands-on AI implementation experience who enjoys combining business process optimization, automation, system integration, and cross-functional enablement to improve organizational performance. Location Fully Remote | 9:00 AM 5:00 PM EST Key Responsibilities AI Workflow Implementation Design, implement, and maintain AI-driven systems and automations across the organization. Build agentic AI solutions for finance, operations, scheduling, and data management. Identify business bottlenecks, process gaps, and operational inefficiencies. Develop AI-based solutions to improve business performance. Collaborate with department leaders to streamline workflows and automate business processes. Process Analysis & Optimization Audit existing workflows to identify automation opportunities. Implement AI solutions to improve reporting, decision-making, and operational efficiency. Continuously monitor AI workflows and optimize system performance. Measure the impact of AI implementations and recommend ongoing improvements. Training & AI Enablement Develop training materials and AI education resources. Deliver training sessions on AI tools, workflows, and best practices. Support cross-functional adoption of AI initiatives. Provide ongoing guidance and support to internal teams. Data & System Integration Integrate AI platforms with existing business systems and software. Utilize data analytics to measure implementation outcomes. Ensure AI solutions operate reliably and efficiently across business functions. Maintain compliance with company data security standards and best practices.</p></div></section><section><p class="heading">Desired Candidate Profile</p><p class="paragraph"></p><h2>Qualifications</h2><p>Experience</p><ul><li>3+ years of experience implementing AI solutions or workflow automations in business environments.</li><li>Experience implementing AI-driven business process improvements.</li><li>Hands-on experience with AI platforms and agentic AI tools.</li><li>Experience analyzing business workflows and identifying automation opportunities.</li><li>Experience integrating AI solutions with business systems and software.</li><li>Experience training users on AI tools and technology adoption.</li><li>Experience working across finance, operations, scheduling, CRM, or business operations environments.</li></ul><h2>Qualifications Skills</h2><ul><li>Hands-on experience with Claude .</li><li>Hands-on experience with ChatGPT .</li><li>Experience with agentic AI platforms or similar AI tools.</li><li>Strong understanding of workflow automation.</li><li>Strong understanding of finance, operations, scheduling, and CRM systems.</li><li>Strong business process analysis skills.</li><li>Strong AI implementation and optimization abilities.</li><li>Strong system integration skills.</li><li>Strong analytical and problem-solving abilities.</li><li>Strong communication and presentation skills.</li><li>Strong training and enablement capabilities.</li><li>Highly organized with excellent project management skills.</li><li>Ability to collaborate effectively across multiple business functions.</li></ul><p>What Success Looks Like</p><ul><li>AI-driven workflows are successfully implemented across key business functions.</li><li>Business bottlenecks and operational inefficiencies are significantly reduced.</li><li>Teams confidently utilize AI tools independently.</li><li>AI systems integrate seamlessly with existing business platforms.</li><li>AI initiatives demonstrate measurable business value through improved efficiency and ROI.</li></ul><p>Opportunity</p><p>This is an opportunity to lead AI transformation across a growing organization by implementing innovative automation solutions that improve operational efficiency and empower teams through AI adoption. The AI Implementation Specialist will play a critical role in shaping the organization's AI strategy while working across multiple departments to build scalable, high-impact business solutions.</p><p>Application Process: To be considered for this role these steps need to be followed:</p><ul><li>Fill in the application form</li><li>Record a video showcasing your skill sets</li></ul><p></p></section>
<p>Experience analyzing data and best practices to assess performance drivers. Experience influencing internal and external stakeholders. Experience successfully managing dynamic account portfolios. 7+ years of team management experience.</p><p><strong>Desired Candidate Profile</strong></p><p>B- MBA</p>
<p>We are an innovative technology company specializing in data, analytics, and infrastructure intelligence solutions. Our team builds scalable software and geospatial tools that help organizations manage assets, improve operations, and make informed decisions. We offer a collaborative, growth-oriented environment where technology and real-world impact intersect.</p>
The ideal candidate will be involved with preparing financial reports and statements, bank reconciliations, and conducting cyclical audits. Moreover, the candidate must have strong interpersonal skills and possess a strong business acumen. Accountants required: - 3-7 years of experience.- Experience in Tourism is a highly recommended- Bachelor degree in English accounting or finance or business- Proficiency with computers and Microsoft office Excel is a must- High level of efficiency and accuracy- Good command of English language- Attention to detail and ability to analyze large amounts of data- Excellent organizational and communication skills<br>Responsibilities:- Maintain up to date billing system- Preparing financial reports- Managing financial transactions- Update accounts receivable and issue invoices- update account payable and perform reconciliations- update financial data in databases to ensure that information will be accurate and immediately available when needed
Qualifications Proven ability in lead-focused activities, including generating and qualifying New Leads and managing the overall Lead Generation process. Strong Communication and Sales skills to engage prospects, handle objections, and effectively hand off qualified opportunities to the sales team. Solid Research skills to identify target accounts, decision-makers, and market opportunities using online tools, databases, and professional networks. Experience using CRM or lead management tools, along with basic proficiency in MS Office or Google Workspace. Ability to work on-site in Cairo, manage time effectively, and handle multiple leads and tasks in a fast-paced environment. Bachelor’s degree in Business, Marketing, Communications, or a related field, or equivalent practical experience. Prior experience in B2B telecom, networking, or technology sectors is an advantage. Fluency in English and Arabic, both written and spoken, is strongly preferred.
Job Description<br><br>We are looking for a motivated Junior Recruiter to join our team and support the hiring process, with a primary focus on sales roles.<br><br>Key Responsibilities<br><br>Manage the full recruitment cycle from job posting to onboarding Post job vacancies on various platforms and job boards Source and attract candidates through different channels (databases, social media, referrals, etc.) Conduct initial screening calls to assess candidates’ qualifications and fit Coordinate and schedule interviews with hiring managers Conduct interviews and evaluate candidates Maintain and update candidate records and recruitment trackers Ensure a smooth and positive candidate experience throughout the hiring process<br><br>Requirements<br><br>0–2 years of experience in recruitment or talent acquisition Strong communication and interpersonal skills Ability to handle multiple vacancies, especially in sales hiring Organized and detail-oriented Familiarity with ATS systems is a plus
We are looking for a Mid-Level AI Engineer with hands-on experience in Natural Language Processing, LLM-based applications, RAG, and speech/voice technologies. The engineer will help design, build, evaluate, and deploy AI-powered solutions for education, automation, content operations, and user engagement. This role is important for the Fahem roadmap and the wider AI layer across the eyouth learning journey,including in-course tutoring, transcription, quiz generation, Arabic AI capabilities, and trainer evaluation.<br>Key Responsibilities<br>* Design and develop AI applications using LLMs, NLP techniques, and production-ready Python services.<br>* Build conversational AI systems, chatbots, AI assistants, and education-focused copilots.<br>* Develop and optimize voice AI pipelines, including Speech-to-Text, Text-to-Speech, and voice interaction<br>flows.<br>* Implement Retrieval-Augmented Generation (RAG) architectures using embeddings, vector databases,<br>and approved knowledge sources.<br>* Fine-tune, evaluate, and monitor language models for production use cases where appropriate.<br>* Build REST APIs and scalable backend services for AI-powered features.<br>* Integrate Open AI APIs, Hugging Face models, Lang Chain/Llama Index, and other AI services.<br>* Work on Arabic NLP use cases, including Arabic content understanding, dialect handling, and learner<br>support.<br>* Collaborate with product, backend, frontend, data, and training teams to deliver AI-driven features.<br>* Monitor AI quality, latency, cost, hallucination risk, and reliability in production.<br><br>Requirements and Qualifications<br>* 2-3 years of hands-on experience in AI, ML, NLP, or LLM application development.<br>* Strong Python experience and ability to build clean, maintainable services.<br>* Hands-on experience with NLP and LLM frameworks.<br>* Knowledge of Arabic NLP and Arabic language use cases.<br>* Experience with Open AI APIs, Lang Chain or Llama Index, and Hugging Face Transformers.<br>* Good understanding of prompt engineering, RAG systems, embeddings, and retrieval evaluation.<br>* Experience with vector databases such as Pinecone, Weaviate, Chroma DB, or similar.<br>* Familiarity with REST APIs, backend development, and Git-based collaboration.<br>* Practical experience with Voice AI, including STT, TTS, or voice interaction workflows.<br>* Experience deploying AI systems on AWS, Azure, or GCP.<br>* Experience fine-tuning or evaluating open-source LLMs.<br>* Experience with AI observability, model evaluation, guardrails, and cost optimization.<br>* Experience in EdTech, learning platforms, tutoring systems, or Arabic content products.<br><br><br>If you meet the above requirements and are looking for a challenging and rewarding opportunity to join our team, please submit your resume to (careers@eyouthlearning.com) & mention the job title in the subject
Role Overview We are looking for a Mid-Level AI Engineer with hands-on experience in Natural Language Processing, LLM-based applications, RAG, and speech/voice technologies. The engineer will help design, build, evaluate, and deploy AI-powered solutions for education, automation, content operations, and user engagement. This role is important for the Fahem roadmap and the wider AI layer across the eyouth learning journey,including in-course tutoring, transcription, quiz generation, Arabic AI capabilities, and trainer evaluation.<br>Key Responsibilities• Design and develop AI applications using LLMs, NLP techniques, and production-ready Python services.• Build conversational AI systems, chatbots, AI assistants, and education-focused copilots.• Develop and optimize voice AI pipelines, including Speech-to-Text, Text-to-Speech, and voice interactionflows.• Implement Retrieval-Augmented Generation (RAG) architectures using embeddings, vector databases,and approved knowledge sources.• Fine-tune, evaluate, and monitor language models for production use cases where appropriate.• Build REST APIs and scalable backend services for AI-powered features.• Integrate Open AI APIs, Hugging Face models, Lang Chain/Llama Index, and other AI services.• Work on Arabic NLP use cases, including Arabic content understanding, dialect handling, and learnersupport.• Collaborate with product, backend, frontend, data, and training teams to deliver AI-driven features.• Monitor AI quality, latency, cost, hallucination risk, and reliability in production.<br>Requirements and Qualifications• 2-3 years of hands-on experience in AI, ML, NLP, or LLM application development.• Strong Python experience and ability to build clean, maintainable services.• Hands-on experience with NLP and LLM frameworks.• Knowledge of Arabic NLP and Arabic language use cases.• Experience with Open AI APIs, Lang Chain or Llama Index, and Hugging Face Transformers.• Good understanding of prompt engineering, RAG systems, embeddings, and retrieval evaluation.• Experience with vector databases such as Pinecone, Weaviate, Chroma DB, or similar.• Familiarity with REST APIs, backend development, and Git-based collaboration.• Practical experience with Voice AI, including STT, TTS, or voice interaction workflows.• Experience deploying AI systems on AWS, Azure, or GCP.• Experience fine-tuning or evaluating open-source LLMs.• Experience with AI observability, model evaluation, guardrails, and cost optimization.• Experience in EdTech, learning platforms, tutoring systems, or Arabic content products.<br>If you meet the above requirements and are looking for a challenging and rewarding opportunity to join our team, please submit your resume to (careers@eyouthlearning.com) & mention the job title in the subject
Role Overview We are looking for a Mid-Level AI Engineer with hands-on experience in Natural Language Processing, LLM-based applications, RAG, and speech/voice technologies. The engineer will help design, build, evaluate, and deploy AI-powered solutions for education, automation, content operations, and user engagement. This role is important for the Fahem roadmap and the wider AI layer across the eyouth learning journey,including in-course tutoring, transcription, quiz generation, Arabic AI capabilities, and trainer evaluation.<br>Key Responsibilities• Design and develop AI applications using LLMs, NLP techniques, and production-ready Python services.• Build conversational AI systems, chatbots, AI assistants, and education-focused copilots.• Develop and optimize voice AI pipelines, including Speech-to-Text, Text-to-Speech, and voice interactionflows.• Implement Retrieval-Augmented Generation (RAG) architectures using embeddings, vector databases,and approved knowledge sources.• Fine-tune, evaluate, and monitor language models for production use cases where appropriate.• Build REST APIs and scalable backend services for AI-powered features.• Integrate Open AI APIs, Hugging Face models, Lang Chain/Llama Index, and other AI services.• Work on Arabic NLP use cases, including Arabic content understanding, dialect handling, and learnersupport.• Collaborate with product, backend, frontend, data, and training teams to deliver AI-driven features.• Monitor AI quality, latency, cost, hallucination risk, and reliability in production.<br>Requirements and Qualifications• 2-3 years of hands-on experience in AI, ML, NLP, or LLM application development.• Strong Python experience and ability to build clean, maintainable services.• Hands-on experience with NLP and LLM frameworks.• Knowledge of Arabic NLP and Arabic language use cases.• Experience with Open AI APIs, Lang Chain or Llama Index, and Hugging Face Transformers.• Good understanding of prompt engineering, RAG systems, embeddings, and retrieval evaluation.• Experience with vector databases such as Pinecone, Weaviate, Chroma DB, or similar.• Familiarity with REST APIs, backend development, and Git-based collaboration.• Practical experience with Voice AI, including STT, TTS, or voice interaction workflows.• Experience deploying AI systems on AWS, Azure, or GCP.• Experience fine-tuning or evaluating open-source LLMs.• Experience with AI observability, model evaluation, guardrails, and cost optimization.• Experience in EdTech, learning platforms, tutoring systems, or Arabic content products.<br>If you meet the above requirements and are looking for a challenging and rewarding opportunity to join our team, please submit your resume to (careers@eyouthlearning.com) & mention the job title in the subject
Role Overview We are looking for a Mid-Level AI Engineer with hands-on experience in Natural Language Processing, LLM-based applications, RAG, and speech/voice technologies. The engineer will help design, build, evaluate, and deploy AI-powered solutions for education, automation, content operations, and user engagement. This role is important for the Fahem roadmap and the wider AI layer across the eyouth learning journey,including in-course tutoring, transcription, quiz generation, Arabic AI capabilities, and trainer evaluation.<br>Key Responsibilities• Design and develop AI applications using LLMs, NLP techniques, and production-ready Python services.• Build conversational AI systems, chatbots, AI assistants, and education-focused copilots.• Develop and optimize voice AI pipelines, including Speech-to-Text, Text-to-Speech, and voice interactionflows.• Implement Retrieval-Augmented Generation (RAG) architectures using embeddings, vector databases,and approved knowledge sources.• Fine-tune, evaluate, and monitor language models for production use cases where appropriate.• Build REST APIs and scalable backend services for AI-powered features.• Integrate Open AI APIs, Hugging Face models, Lang Chain/Llama Index, and other AI services.• Work on Arabic NLP use cases, including Arabic content understanding, dialect handling, and learnersupport.• Collaborate with product, backend, frontend, data, and training teams to deliver AI-driven features.• Monitor AI quality, latency, cost, hallucination risk, and reliability in production.<br>Requirements and Qualifications• 2-3 years of hands-on experience in AI, ML, NLP, or LLM application development.• Strong Python experience and ability to build clean, maintainable services.• Hands-on experience with NLP and LLM frameworks.• Knowledge of Arabic NLP and Arabic language use cases.• Experience with Open AI APIs, Lang Chain or Llama Index, and Hugging Face Transformers.• Good understanding of prompt engineering, RAG systems, embeddings, and retrieval evaluation.• Experience with vector databases such as Pinecone, Weaviate, Chroma DB, or similar.• Familiarity with REST APIs, backend development, and Git-based collaboration.• Practical experience with Voice AI, including STT, TTS, or voice interaction workflows.• Experience deploying AI systems on AWS, Azure, or GCP.• Experience fine-tuning or evaluating open-source LLMs.• Experience with AI observability, model evaluation, guardrails, and cost optimization.• Experience in EdTech, learning platforms, tutoring systems, or Arabic content products.<br>If you meet the above requirements and are looking for a challenging and rewarding opportunity to join our team, please submit your resume to (careers@eyouthlearning.com) & mention the job title in the subject
<h2 class="h5">Job description</h2>
<div class="t-break" data-jb-field="description">
<span>About the Opportunity We are hiring on behalf of a major government transformation initiative in Abu Dhabi that is building one of the world’s most ambitious applied AI programs.<br> This organisation is creating AI-powered products and platforms that will transform public services across the Emirate.<br> The work spans retrieval systems, agent-based workflows, sovereign AI infrastructure, and production-grade applications that must operate securely, reliably, and at scale.<br> This is an opportunity to build highly impactful AI products used in real-world government environments where quality, trust, and operational excellence are essential.<br> Role Overview We are looking for a Senior AI Product Engineer to own the end-to-end delivery of AI-powered products.<br> You will design and build the retrieval pipelines and agent workflows that power intelligent applications, the backend services that support them, and the user interfaces that deliver value to end users.<br> This role combines applied AI engineering with strong product judgment.<br> You should be comfortable working across the full stack—from Python-based AI systems and APIs to React frontends—and accountable for how your products perform in production.<br> At the senior level, you will: Own AI product features from concept through production Build and optimize RAG pipelines and agent-based systems Develop backend services and modern user interfaces Make sound technical and product decisions Use AI coding tools such as Codex, Claude Code, or similar as part of your daily workflow Key ResponsibilitiesEnd-to-End AI Product Development Design and build AI-powered assistants, copilots, and automation tools Architect Retrieval-Augmented Generation (RAG) pipelines, including ingestion, embeddings, vector search, and reranking Develop agent-based workflows with tool use, planning, and multi-step reasoning Build reusable AI components and integration libraries for multiple products Full-Stack Engineering Build React and Next.<br>js interfaces with streaming responses and conversational experiences Develop backend APIs and services in Python, Java/Kotlin, or Node.<br>js Work with PostgreSQL, Redis, DocumentDB, Azure Blob Storage, and vector databases such as pgvector or Qdrant Instrument AI systems using Langfuse and Grafana for tracing and observability Product Ownership & Engineering Excellence Evaluate product requirements and ensure solutions solve the right problems Optimize systems for reliability, latency, and user trust Document technical decisions and architecture clearly Mentor engineers and contribute to engineering best practices Basic Qualifications 7+ years of software engineering experience Proven experience shipping end-to-end product features across AI, backend, and frontend layers Strong proficiency in Python and experience building LLM-powered systems Solid React fundamentals, including state management, accessibility, and performance Experience building production APIs in Python, Java/Kotlin, or Node.<br>js Working knowledge of PostgreSQL and relational schema design Understanding of common LLM production challenges such as hallucination, latency, and context degradation Practical use of AI coding assistants such as Codex or Claude Code Strong system design, testing, debugging, and performance optimization skills Preferred Qualifications Experience with LangGraph, LangChain, Semantic Kernel, AutoGen, or CrewAI Experience designing streaming APIs with SSE or WebSockets Strong familiarity with Next.<br>js, Tailwind CSS, TanStack Query, and Zustand Experience deploying AI applications on Azure using Docker and CI/CD pipelines Familiarity with vector databases such as Qdrant or pgvector Experience working in government, public sector, financial services, or other regulated environments Technology Stack Frontend: React, Next.<br>js, Tailwind CSS Backend: Python, Java, Kotlin, Node.<br>js AI & LLM: LangChain, LangGraph, Microsoft Agent Framework, vector databases, OCR, ASR, TTS Data: PostgreSQL, Redis, DocumentDB, Azure Blob Storage Observability: Langfuse, Grafana Infrastructure: Docker, Azure, CI/CD pipelines AI Development: Codex, Claude Code, OpenCode What We’re Looking For You are an engineer who: Takes ownership across the full product lifecycle Balances technical depth with strong product judgment Builds AI products that users trust in production Makes evidence-based decisions Communicates clearly and proactively Embraces AI-native development practices Why Apply?<br> This is an opportunity to help shape the future of AI-powered public services in Abu Dhabi.<br> You’ll work on meaningful products with real-world impact, solving complex challenges in applied AI, product engineering, and large-scale deployment.<br></span> </div>
About The Opportunity<br><br>We are hiring on behalf of a major government transformation initiative in Abu Dhabi that is building one of the world's most ambitious applied AI programs.<br><br>This organisation is creating AI-powered products and platforms that will transform public services across the Emirate. The work spans retrieval systems, agent-based workflows, sovereign AI infrastructure, and production-grade applications that must operate securely, reliably, and at scale.<br><br>This is an opportunity to build highly impactful AI products used in real-world government environments where quality, trust, and operational excellence are essential.<br><br>Role Overview<br><br>We are looking for a Senior AI Product Engineer to own the end-to-end delivery of AI-powered products.<br><br>You will design and build the retrieval pipelines and agent workflows that power intelligent applications, the backend services that support them, and the user interfaces that deliver value to end users. This role combines applied AI engineering with strong product judgment.<br><br>You should be comfortable working across the full stack—from Python-based AI systems and APIs to React frontends—and accountable for how your products perform in production.<br><br>At the senior level, you will:<br><br> Own AI product features from concept through production Build and optimize RAG pipelines and agent-based systems Develop backend services and modern user interfaces Make sound technical and product decisions Use AI coding tools such as Codex, Claude Code, or similar as part of your daily workflow <br><br>Key Responsibilities<br><br>End-to-End AI Product Development<br><br> Design and build AI-powered assistants, copilots, and automation tools Architect Retrieval-Augmented Generation (RAG) pipelines, including ingestion, embeddings, vector search, and reranking Develop agent-based workflows with tool use, planning, and multi-step reasoning Build reusable AI components and integration libraries for multiple products <br><br>Full-Stack Engineering<br><br> Build React and Next.js interfaces with streaming responses and conversational experiences Develop backend APIs and services in Python, Java/Kotlin, or Node.js Work with Postgre SQL, Redis, Document DB, Azure Blob Storage, and vector databases such as pgvector or Qdrant Instrument AI systems using Langfuse and Grafana for tracing and observability <br><br>Product Ownership & Engineering Excellence<br><br> Evaluate product requirements and ensure solutions solve the right problems Optimize systems for reliability, latency, and user trust Document technical decisions and architecture clearly Mentor engineers and contribute to engineering best practices <br><br>Basic Qualifications<br><br> 7+ years of software engineering experience Proven experience shipping end-to-end product features across AI, backend, and frontend layers Strong proficiency in Python and experience building LLM-powered systems Solid React fundamentals, including state management, accessibility, and performance Experience building production APIs in Python, Java/Kotlin, or Node.js Working knowledge of Postgre SQL and relational schema design Understanding of common LLM production challenges such as hallucination, latency, and context degradation Practical use of AI coding assistants such as Codex or Claude Code Strong system design, testing, debugging, and performance optimization skills <br><br>Preferred Qualifications<br><br> Experience with Lang Graph, Lang Chain, Semantic Kernel, Auto Gen, or Crew AI Experience designing streaming APIs with SSE or Web Sockets Strong familiarity with Next.js, Tailwind CSS, Tan Stack Query, and Zustand Experience deploying AI applications on Azure using Docker and CI/CD pipelines Familiarity with vector databases such as Qdrant or pgvector Experience working in government, public sector, financial services, or other regulated environments <br><br>Technology Stack<br><br> Frontend: React, Next.js, Tailwind CSS Backend: Python, Java, Kotlin, Node.js AI & LLM: Lang Chain, Lang Graph, Microsoft Agent Framework, vector databases, OCR, ASR, TTS Data: Postgre SQL, Redis, Document DB, Azure Blob Storage Observability: Langfuse, Grafana Infrastructure: Docker, Azure, CI/CD pipelines AI Development: Codex, Claude Code, Open Code <br><br>What We're Looking For<br><br>You are an engineer who:<br><br> Takes ownership across the full product lifecycle Balances technical depth with strong product judgment Builds AI products that users trust in production Makes evidence-based decisions Communicates clearly and proactively Embraces AI-native development practices <br><br>Why Apply?<br><br>This is an opportunity to help shape the future of AI-powered public services in Abu Dhabi.<br><br>You'll work on meaningful products with real-world impact, solving complex challenges in applied AI, product engineering, and large-scale deployment.