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

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

<p><strong>Key Responsibilities</strong></p><ul><li>Perform tire mounting, balancing, rotation, repair, and inspection.</li><li>Inspect tires for damage, wear, and pressure issues.</li><li>Recommend appropriate tire replacements or repairs.</li><li>Assist customers in selecting suitable tires based on their vehicle and needs.</li><li>Safely operate tire changers, wheel balancers, and related equipment.</li><li>Diagnose tire-related issues and recommend suitable solutions.</li><li>Assist with wheel alignment and suspension-related tasks when required.</li><li>Maintain accurate service records and a clean, organized work area.</li><li>Follow all safety procedures and maintain equipment properly.</li><li>Provide professional customer service and support other mechanical tasks as needed.</li></ul><p><strong>Working Schedule</strong></p><ul><li>Monday Friday: 8:00 AM 5:00 PM</li><li>Saturday: 8:00 AM 1:00 PM</li><li>Summer schedule: Saturdays are worked on a rotating basis for 6 months.</li></ul><p><strong>Desired Candidate Profile</strong></p><p><strong>Requirements</strong></p><ul><li>High school diploma or equivalent.</li><li>Technical/vocational education in automotive mechanics is an advantage.</li><li>2+ years of experience in tire service, tire fitting, or a similar automotive position.</li><li>Good knowledge of tire mounting, balancing, rotation, repair, and inspection.</li><li>Familiarity with different tire types, sizes, brands, and specifications.</li><li>Ability to safely operate tire service equipment.</li><li>Strong attention to detail and commitment to safety.</li><li>Good communication and teamwork skills.</li><li>Willingness to learn and stay updated on tire products and industry practices.</li></ul>

Key Responsibilities <br>Perform tire mounting, balancing, rotation, repair, and inspection. <br>Inspect tires for damage, wear, and pressure issues. <br>Recommend appropriate tire replacements or repairs. <br>Assist customers in selecting suitable tires based on their vehicle and needs. <br>Safely operate tire changers, wheel balancers, and related equipment. <br>Diagnose tire-related issues and recommend suitable solutions. <br>Assist with wheel alignment and suspension-related tasks when required. <br>Maintain accurate service records and a clean, organized work area. <br>Follow all safety procedures and maintain equipment properly. <br>Provide professional customer service and support other mechanical tasks as needed. <br>Requirements <br>High school diploma or equivalent. <br>Technical/vocational education in automotive mechanics is an advantage. <br>2+ years of experience in tire service, tire fitting, or a similar automotive position. <br>Good knowledge of tire mounting, balancing, rotation, repair, and inspection. <br>Familiarity with different tire types, sizes, brands, and specifications. <br>Ability to safely operate tire service equipment. <br>Strong attention to detail and commitment to safety. <br>Good communication and teamwork skills. <br>Willingness to learn and stay updated on tire products and industry practices. <br>Working Schedule <br> <br>Monday – Friday: 8:00 AM – 5:00 PM <br>Saturday: 8:00 AM – 1:00 PM <br>Summer schedule: Saturdays are worked on a rotating basis for 6 months

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

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

Duties & Responsibilities <br>• Daily inspection and reporting of production departments. <br>• Distribute and receive orders from and to the departments regarding machines and their parts. <br>• Final inspection on the quality of the finished machines according to the type of machine delivered. <br>• Update manufacturing system according to actual plant work. <br>• Discuss production work and priorities with the production manager, and communicate them with concerned departments. <br>• Verify all required documents, and maps for the finished machines before packing them for shipment and deliver them to the warehouse. <br>• Coordinate and resolve with the production manager plant and production problems. <br>• Conduct departments and iron inventories, and report it to the appropriate people for necessary action. <br>• Update machines production progress on company’s software. <br>Competencies <br>• Management Skills <br>• Time Management <br>Education & Experience <br>• Masters in Mechanical or Electro-Mechanical Engineering <br>• 2-3 Years of Experience <br>Language Skills <br>• Fluent in Arabic and English (French is a plus) <br>Computer Skills <br>• Microsoft Office (Excel, Word, Access) <br>• AutoCAD, Autodesk knowledge

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

Encogroup is currently hiring an Estimations Engineer. <br> <br>Role Description <br>This is a full-time, on-site role for an Estimations Engineer located in Lebanon. The Senior Estimations Mechanical Engineer will be responsible for leading and managing the estimation process for construction projects. You will work closely with the project management team, engineers, architects, and other stakeholders to develop accurate cost estimates for labor, materials, equipment, and other project-related expenses. <br>Key Responsibilities: <br>- Lead the estimation process for construction projects from inception to completion. <br>- Review project plans, specifications, and other documentation to develop detailed cost estimates. <br>- Collaborate with the project management team to understand project requirements and constraints. <br>- Analyze project scope and identify potential risks and opportunities that may impact project costs. <br>- Prepare accurate quantity take-offs and pricing for labor, materials, equipment, and subcontractor services. <br>- Prepare a preliminary schedule and duration for the works involved. <br>- Utilize historical data, industry benchmarks, and cost databases to develop cost estimates. <br>- Develop and maintain relationships with suppliers, subcontractors, and other industry partners to obtain competitive pricing. <br>- Evaluate and negotiate pricing proposals from vendors and subcontractors. <br>- Present cost estimates and proposals to internal stakeholders and external clients. <br>Requirements: <br>- Bachelor’s degree in mechanical engineering <br>- Minimum 5 years’ experience in structural steel and industrial electro-mechanical works <br>- Previous GCC experience is a plus <br>- Basic requirement: Fluency in English & Arabic – Microsoft office (Outlook, word, excel, PowerPoint) – scheduling and planning software. <br> <br>Kindly send your CV to: encogroup@encogroup.net

The ideal candidate should have hands-on experience operating industrial laser cutting machines and be proficient in SolidWorks, with the ability to prepare and modify technical drawings and parts for production. <br> <br>Main Responsibilities <br> <br>- Operate and monitor the laser cutting machine for sheet metal production. <br>- Prepare files and drawings required for laser cutting. <br>- Use SolidWorks to create, modify, and review 2D and 3D mechanical designs. <br>- Prepare sheet-metal parts and components for elevator production. <br>- Read and understand technical and mechanical drawings. <br>- Set up machine parameters according to material type, thickness, and production requirements. <br>- Ensure accurate dimensions and high-quality cutting of components. <br>- Optimize sheet layouts and nesting to reduce material waste. <br>- Inspect finished parts and verify that they comply with drawings and required dimensions. <br>- Perform basic machine troubleshooting and coordinate maintenance when required. <br>- Follow production schedules and coordinate with the factory and engineering teams. <br>- Maintain a clean, organized, and safe working environment. <br> <br>Requirements <br> <br>- Previous experience operating a laser cutting machine is required. <br>- Good knowledge of SolidWorks is required. <br>- Experience with SolidWorks Sheet Metal is highly preferred. <br>- Ability to read and interpret technical drawings and dimensions. <br>- Good understanding of sheet metal fabrication and manufacturing processes. <br>- Knowledge of AutoCAD or similar technical drawing software is an advantage. <br>- Experience with CNC machinery, nesting software, bending, or other metal fabrication equipment is a plus. <br>- Attention to detail and accuracy. <br>- Ability to troubleshoot production and machine-related issues. <br>- Ability to work independently and as part of a production team. <br> <br>Preferred Background <br> <br>Previous experience in elevator manufacturing, metal fabrication, stainless steel fabrication, mechanical manufacturing, or a similar industrial environment is preferred

<p>Our client a telecom company are seeking, an Aftersales Technical Support Engineer with strong expertise in diesel generators, diesel engines, and their control systems. The successful candidate will provide remote technical support to customers and field service teams by diagnosing, troubleshooting, and resolving complex technical issues. The ideal candidate has a solid understanding of diesel engine mechanics, generator operation, and maintenance practices, with the ability to identify root causes and recommend effective solutions. This role requires strong analytical, communication, and technical reporting skills, as well as the ability to conduct structured troubleshooting sessions remotely via video calls and other digital communication platforms.</p><p>Key Responsibilities</p><ul><li>Provide remote technical support for diesel generators and related equipment.</li><li>Diagnose mechanical, electrical, and control system faults using a systematic troubleshooting approach.</li><li>Conduct live troubleshooting sessions with customers and field technicians through video calls and other remote communication tools.</li><li>Analyze technical issues, identify root causes, and recommend effective corrective actions.</li><li>Support installation, commissioning, maintenance, and repair activities when required.</li><li>Interpret electrical schematics, wiring diagrams, technical drawings, service manuals, and engine documentation.</li><li>Prepare clear technical reports, including findings, root cause analyses, corrective actions, and recommendations.</li><li>Collaborate with engineering teams to resolve complex or recurring technical issues.</li><li>Maintain accurate service records and technical documentation.</li><li>Ensure compliance with company procedures, quality standards, and safety requirements.</li><li>Provide technical guidance and product support to customers and internal teams.</li><li>Travel locally or internationally when required.</li></ul><p><strong>Desired Candidate Profile</strong></p><ul><li>Bachelor's Degree or Technical Degree in Mechanical Engineering, Electrical Engineering, or a related technical field.</li><li>2-3 years of experience in diesel generator technical support, maintenance, or aftersales service.</li><li>Hands-on experience in the Operation &amp; Maintenance (O&amp;M) of diesel generators is mandatory.</li><li>Strong knowledge of diesel engines, generator control systems, alternators, protection systems, and mechanical components.</li><li>Excellent troubleshooting and fault diagnosis skills.</li><li>Ability to read and interpret electrical schematics, mechanical drawings, and technical manuals.</li><li>Proficiency in Microsoft Office and technical report writing.</li><li>Familiarity with diagnostic and measurement tools, including multimeters, clamp meters, and standard mechanical hand tools.</li><li>Strong analytical, problem-solving, organizational, and follow-up skills.</li><li>Excellent verbal and written communication skills with a customer-focused approach.</li><li>Ability to work independently, manage multiple priorities, and perform effectively under pressure.</li><li>Fluency in English and French is mandatory; Arabic is an advantage.</li><li>Experience in the telecom power industry is considered an advantage.</li></ul>

<p><b><br></b></p><p><b>## Purpose of the Role</b></p><p>This role keeps the company running day to day. It covers the office itself, but the larger part of the job is making sure the different parts of the business move together: warehouse, fleet, sales support, administration and the outside providers the company depends on. The person in this seat is the one management turns to when something needs to be organised, chased, fixed or coordinated across departments, and the one department heads coordinate through when a request touches more than one team.</p><p>It suits someone who is organised, hands on, and comfortable being responsible for outcomes that depend on other people delivering.</p><p>---</p><p>## Key Responsibilities</p><p>### Office and Administration</p><ul><li>Run the daily operation of the office and make sure it is properly staffed, supplied and functioning.</li><li>Supervise administrative staff, receptionists, drivers, messengers and cleaning staff, including scheduling, attendance and daily task assignment.</li><li>Manage office supplies, equipment, furniture and stationery, from requisition through purchase, receipt and distribution.</li><li>Maintain company files, records and archives, both physical and digital, with a structure people can actually find things in.</li><li>Organise meetings, visits and travel arrangements for management and visiting principals, including hotels, transport and itineraries.</li><li>Handle incoming correspondence, courier, calls and visitor flow.</li></ul><p>### Day to Day Coordination Across Departments</p><ul><li>Act as the coordination point between Sales, Warehouse, Procurement, Finance and Administration so that requests do not sit unanswered.</li><li>Follow up daily on open items across the business and escalate anything that is stuck to the General Manager with a proposed solution, not just a problem.</li><li>Prepare and circulate daily and weekly status reports on the areas under this role.</li><li>Support management in preparing information for meetings, reviews and decisions.</li><li>Take on assignments and projects delegated by the General Manager and carry them to completion.</li></ul><p>### Warehouse, Delivery and Fleet Support</p><ul><li>Coordinate with the warehouse on receiving schedules, delivery planning and dispatch, so that shipments and orders move on time.</li><li>Monitor delivery performance, route coverage and customer delivery complaints, and follow up until each case is closed.</li><li>Manage the company vehicle fleet: registration, insurance, mechanic, licences, fuel, maintenance schedules, repairs and vehicle records.</li><li>Track driver assignments, licences and vehicle handovers.</li><li>Coordinate with third party transporters and service providers where used.</li></ul><p>### Facilities, Utilities and Assets</p><ul><li>Manage premises: office, warehouse and any branch location. Maintenance, cleaning, security, generator, electricity, water, internet and telephone.</li><li>Handle contracts and relationships with landlords, maintenance contractors, security companies, insurance providers, telecom and utility providers.</li><li>Maintain the company asset register and follow the condition, location and custody of each asset.</li><li>Oversee health, safety and general workplace conditions, including firefighting equipment, emergency exits and first aid supplies.</li></ul><p>### Purchasing of Non Trade Items and Cost Control</p><ul><li>Handle purchasing of general services and non trade items: office needs, maintenance, printing, promotional and marketing material, and similar.</li><li>Collect quotations, compare, and recommend the supplier before committing.</li><li>Monitor spending against budget for office, facilities, fleet and general administration, and report variances.</li><li>Review supplier invoices for accuracy before submitting them to Finance for payment.</li><li>Identify and act on savings without letting service quality drop.</li></ul><p>### Process, Policy and Systems</p><ul><li>Document and improve internal administrative procedures, forms and workflows so the same task is done the same way each time.</li><li>Enforce company policies and the approval matrix across the areas under this role.</li><li>Make sure transactions and records go through the company system properly rather than staying on someone's desk.</li><li>Support internal and external audit requests related to administration, assets and general expenses.</li></ul><p>### People and Government Related Support</p><ul><li>Support HR with attendance records, leave tracking, staff files, onboarding logistics and new joiner setup.</li><li>Follow up on official and government related paperwork with the relevant authorities and the company's'</li></ul><p><strong>Desired Candidate Profile</strong></p><p><br></p>

We are seeking a skilled and experienced HVAC Technician to join our construction team. The successful candidate will be responsible for installing, maintaining, testing, and troubleshooting heating, ventilation, and air conditioning systems in residential and commercial buildings, ensuring that all works comply with approved drawings, project specifications, quality standards, and safety regulations. <br> <br>Responsibilities <br> <br>Install, maintain, and repair HVAC systems, including split units, VRF/VRV systems, chillers, air handling units (AHUs), and fan coil units (FCUs). <br> <br>Execute HVAC installations, including ductwork, refrigerant piping, chilled water piping, insulation, and drainage connections. <br> <br>Read and interpret HVAC drawings, technical specifications, and equipment installation manuals. <br> <br>Perform refrigerant charging, leak detection, vacuuming, and pressure testing in accordance with manufacturer requirements. <br> <br>Diagnose mechanical and electrical faults in HVAC equipment and carry out the necessary repairs. <br> <br>Inspect HVAC equipment and verify proper operation, airflow, cooling performance, and temperature control. <br> <br>Assist in testing, adjusting, balancing, and commissioning HVAC systems. <br> <br>Coordinate with mechanical engineers, site engineers, electricians, and other trades to ensure proper execution of works. <br> <br>Ensure that HVAC installations comply with approved drawings, project requirements, and applicable safety standards. <br> <br>Report work progress, technical issues, and material requirements to the direct supervisor. <br> <br>Follow up on tools, equipment, and materials required to complete assigned tasks. <br> <br>Perform preventive and corrective maintenance when required. <br> <br>Follow site safety procedures and use appropriate personal protective equipment (PPE). <br> <br>Maintain tools and equipment in good working condition and minimize material waste. <br> <br>Requirements <br> <br>Technical diploma in HVAC, Refrigeration and Air Conditioning, or a related technical field, or equivalent practical experience. <br> <br>Minimum 3 years of experience as an HVAC Technician, preferably with a construction company. <br> <br>Hands-on experience in HVAC installation for residential and commercial buildings. <br> <br>Knowledge of air conditioning systems, ventilation, ductwork, refrigerant piping, and HVAC equipment. <br> <br>Ability to read and understand HVAC drawings and technical specifications. <br> <br>Experience with HVAC testing, troubleshooting, and commissioning. <br> <br>Familiarity with HVAC tools, gauges, vacuum pumps, and refrigerant handling equipment. <br> <br>Good understanding of construction site practices, quality standards, and safety procedures. <br> <br>Strong technical and problem-solving skills. <br> <br>Ability to work independently and coordinate effectively with site teams

We are seeking an experienced Mechanical Engineer with strong hands-on technical knowledge of industrial equipment and tools. The successful candidate must be able to read specifications, drawings, and bills of quantities; understand the client’s actual operational requirements; identify suitable equipment; and communicate confidently with manufacturers and suppliers. We are interested in candidates with practical industry experience, sound technical judgment, attention to detail, and genuine curiosity about machinery, equipment, and new technologies. <br> <br>Duties of the Job: <br>• Lead the preparation and submission of technical and financial tender offers, ensuring compliance, completeness, accuracy, and competitiveness. <br>• Analyze tender specifications and validate technical compliance, ensuring the selection of the most suitable brands and products. <br>• Coordinate with suppliers to obtain quotations, negotiate competitive pricing, delivery lead times, and commercial terms. <br>• Coordinate project execution including: ordering, shipment follow-up, delivery planning, installation, and invoicing. <br>• Build and maintain strong relationships with local and international suppliers and manufacturers. <br>• Develop and manage tender execution plans, ensuring all deadlines and submission requirements are met. <br>• Coordinate internally with Sales, Technical, Procurement, Logistics, Finance, and Management throughout the tendering process. <br>• Respond promptly to tender clarifications, client inquiries, and bidding authority requirements. <br>• Attend pre-bid meetings, site visits, and project coordination meetings whenever required. <br> <br>Experience and Qualifications required: <br>• Bachelor's degree in Mechanical Engineering (Master's degree is a Plus). <br>• Proven 10 years of relevant practical or technical experience in one or more of the following points: <br>→ Automotive workshop equipment <br>→ CNC machines, machine tools, or machining operations <br>→ Packaging and filling machinery <br>→ Industrial refrigeration equipment <br>→ Maintenance equipment and tools <br>→ Measurement, inspection, and testing equipment <br>• Ability to understand the client’s intended application and identify the most technically suitable product or solution. <br>• Experience contacting manufacturers and suppliers to discuss technical requirements, clarify specifications, and obtain suitable offers. <br>• Strong analytical, research, communication, and organizational abilities. <br>• English language is a must (French is a plus). <br>• High level of ethical standards & confidentiality. <br>• Experience with AutoCAD; preparing and reading drawings. <br>• Attention to detail, particularly when comparing specifications, models, options, accessories, standards, and compliance requirements. <br>• Ability to work in a fast-paced and team-oriented environment. <br>• Ability to manage multiple projects simultaneously and work effectively under pressure while meeting deadlines

Kindly send your CV to racha.khadra@medilab.com with your Name & Job title mentioned in the Subject. Only Shortlisted candidates will be contacted. <br> <br>Duties of the Job: <br>• Lead the preparation and submission of technical and financial tender offers, ensuring compliance, completeness, accuracy, and competitiveness. <br>• Analyze tender specifications and validate technical compliance, ensuring the selection of the most suitable brands and products. <br>• Coordinate with suppliers to obtain quotations, negotiate competitive pricing, delivery lead times, and commercial terms. <br>• Coordinate project execution including ordering, shipment follow-up, delivery planning, installation, and invoicing. <br>• Build and maintain strong relationships with local and international suppliers and manufacturers. <br>• Develop and manage tender execution plans, ensuring all deadlines and submission requirements are met. <br>• Coordinate internally with Sales, Technical, Procurement, Logistics, Finance, and Management throughout the tendering process. <br>• Respond promptly to tender clarifications, client inquiries, and bidding authority requirements. <br>• Attend pre-bid meetings, site visits, and project coordination meetings whenever required. <br> <br>Experience and Qualifications required: <br>• Bachelor's degree in Mechanical Engineering (Master's degree is considered an asset). <br>• Proven 10–15 years of experience in tender management, project management, and preparing competitive bids (experience working on projects funded by organizations such as UNDP, UNOPS, USAID, or similar international organizations is an asset). <br>• Knowledge and experience in one or more of the following fields: Automotive equipment, refrigeration equipment, CNC Machines and other machinery, and tools. <br>• English language is a must (French is a plus). <br>• High level of ethical standards & confidentiality. <br>• Proficient in Microsoft Office Suite. <br>• Experience with AutoCAD drawings is an asset. <br>• High attention to detail with excellent analytical and organizational abilities. <br>• Ability to work in a fast-paced and team-oriented environment. <br>• Ability to manage multiple tenders simultaneously and work effectively under pressure while meeting strict deadlines

<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>

<p>Aspire Software is looking for a Senior .NET/C# developer to join our team in Lebanon. About the Role: This is a very small team, and that shapes everything about the role. You'll have real autonomy and immediate impact and there's no one to hide behind: you will own what you ship, in a system that government departments depend on every day. For the right person that's the most interesting thing about the job. If it sounds like too much, it probably is and that's fine. This is not a ticket-taking role. You'll evaluate the platform, form strong opinions, and drive improvements to how it's built and how it feels to use. What you'd be working on The newest parts of the platform are an AI-driven workflow engine that uses LLMs to turn unstructured correspondence into structured data, and a set of recent .NET services built on current versions of the framework. Alongside them run several Spring Boot services on Java 21 handling authentication, search, document conversion and transport so some working knowledge of Java is needed. The core of the product is a mature ASP.NET/C# codebase MVC, Razor, jQuery, Kendo UI, SQL Server and Oracle with an older server-rendered administration area and a legacy reporting stack that we intend to replace. Modernizing these incrementally, without disrupting the organizations that depend on them, is a significant part of this role and one of the more interesting engineering problems here. We're also looking at how this platform evolves toward cloud delivery, and there'll be room to shape that. We're telling you this plainly because we'd rather you arrive knowing what the work actually is. If the idea of steadily improving a system that matters appeals to you more than starting from a blank page, this will suit you. We operate AI-first. Daily, hands-on use of AI-assisted tools (Claude Code, Cursor, GitHub Copilot) is a core requirement not to generate code blindly, but to design, implement and critically review production-quality work alongside your own technical judgment. What you'll do Build and improve features and services in .NET/C#. Modernize legacy components incrementally identify outdated patterns and propose concrete refactoring, with a realistic sense of what's worth changing and what isn't. Evaluate user workflows and interfaces, and reduce friction where the product doesn't serve users well. Write and maintain automated tests for what you ship. We have a substantial Playwright end-toend suite covering the web application and the service APIs; unit-test coverage in the .NET code is where the gap is, and closing it is part of the job. Contribute to the LLM workflow engine: understand how it uses LLMs, find its limits, and improve prompts, workflows and data-processing logic for better accuracy and reliability. Integrate APIs, messaging and third-party services. Take initiative step into problems before they're assigned and drive them to done. Share context early and keep the team in the loop. Solid, real-world experience shipping applications in .NET/C#; comfortable reading and improving large existing codebases. Hands-on experience with LLM-based systems prompt engineering, evaluating and improving model output, and building or maintaining LLM-driven workflows in production. Comfort in a server-rendered stack Razor, jQuery, Kendo and the patience to improve it step by step rather than rewrite it. Enough working knowledge of Java to understand and contribute to Spring Boot services. Good grasp of API design, backend services and relational databases. The habit of testing your own work comfortable with end-to-end tests, and willing to write the first unit tests for modules that have no coverage today. Practical software-design sense, and the judgment to know when to apply it. Strong communication and collaboration a must-have. You work well side by side with others and you're approachable. Fluent English, written and spoken a must-have. Mandatory: daily, hands-on use of AI-assisted dev tools to produce, review and ship production code. A bias toward improving systems rather than accepting them as-is, and comfort working with limited direction. How we work - Definition of done A change isn't done until it's tested. Every feature, fix or refactor ships with the automated tests that prove it works and guard against regressions. In a small team with no separate QA function, developers own the quality of what they deliver. Nice to have Experience taking an on-premise product toward cloud or SaaS delivery containerization, multi-tenancy, CI/CD pipelines, or cloud deployment (Azure preferred). Background in enterprise or government software compliance, auditability, accessibility. Front-end modernization experience, migrating legacy server-rendered UIs. Playwright experience.</p><p><strong>Desired Candidate Profile</strong></p><p>Solid, real-world experience shipping applications in .NET/C#; comfortable reading and improving large existing codebases. Hands-on experience with LLM-based systems prompt engineering, evaluating and improving model output, and building or maintaining LLM-driven workflows in production. Comfort in a server-rendered stack Razor, jQuery, Kendo and the patience to improve it step by step rather than rewrite it. Enough working knowledge of Java to understand and contribute to Spring Boot services. Good grasp of API design, backend services and relational databases. The habit of testing your own work comfortable with end-to-end tests, and willing to write the first unit tests for modules that have no coverage today. Practical software-design sense, and the judgment to know when to apply it. Strong communication and collaboration a must-have. You work well side by side with others and you're approachable. Fluent English, written and spoken a must-have. Mandatory: daily, hands-on use of AI-assisted dev tools to produce, review and ship production code. A bias toward improving systems rather than accepting them as-is, and comfort working with limited direction.</p>

<h2 class="h5">Job description</h2> <div class="t-break" data-jb-field="description"> <span>Aspire Software is looking for a Data Scientist to join our team in Lebanon.<br> Here is a little window into our company: Aspire Software operates and manages wholly owned software companies, providing mission-critical solutions across multiple verticals.<br> By implementing industry best practices, Aspire delivers a time sensitive integration process, and the operation of a decentralized model has allowed it to become a hub for creating rapid growth by reinvesting in its portfolio.<br> About the job: We are looking for a Senior Machine Learning Engineer who wants to own that evolution.<br> This is not a research-only role.<br> You will frame problems, explore data, design models, build evaluation systems, investigate real customer issues, and ship production services.<br> Your work will influence real pricing decisions and measurable hotel revenue not just dashboards or internal prototypes.<br> What You'll Work On -Pricing intelligence: Advance our pricing engine using probabilistic forecasting, elasticity estimation, contextual bandits, reinforcement learning, and other appropriate optimization methods.<br> Demand forecasting: Improve booking-curve and final-occupancy forecasts, including uncertainty estimates that can inform safer pricing decisions.<br> Safe experimentation: Build historical replay, simulation, backtesting, shadow deployment, and controlled rollout capabilities to measure revenue impact before models affect customers.<br> Production ML: Turn models into reliable, tested, and observable Python services, owning the path from experimentation through deployment, monitoring, and rollback.<br> Problem-solving and customer investigations: Debug unexpected pricing, data, integration, and production behavior.<br> Trace customer-reported issues to their root cause and turn incidents into lasting improvements.<br> Data and intelligent experiences: Strengthen the reservation, occupancy, competitor-rate, PMS, and event-data pipelines behind our decisions, while contributing to AI-powered explanations and revenue-manager tools.<br> Tech Stack Python 3.<br>11, FastAPI, Pydantic, SQLAlchemy 2.<br>0, and Alembic PostgreSQL/Supabase and Redis Pandas, Polars, NumPy, and statsmodels OpenAI, Anthropic, LangChain, and LangGraph PredictHQ and multiple hotel PMS and market-data integrations AWS ECS/Fargate, SQS, EventBridge, S3, and CloudWatch Docker, GitHub Actions, Prometheus, and PostHog Experience taking machine-learning systems from problem definition through production deployment and monitoring.<br> Strong Python and SQL skills, including experience building modular, typed, tested production software—not only exploratory notebooks.<br> A solid foundation in statistics, experimentation, forecasting, and model evaluation.<br> Experience working with time-dependent, noisy, incomplete, or imperfect real-world data.<br> Strong analytical problem-solving skills and a methodical approach to ambiguous technical issues.<br> Proven ability to debug production systems, including data pipelines, APIs, asynchronous jobs, integrations, and model behavior.<br> Experience investigating customer-reported issues, identifying root causes, and communicating findings clearly to technical and non-technical stakeholders.<br> A habit of improving systems after incidents through better tests, monitoring, documentation, safeguards, or architecture.<br> The judgment to balance model sophistication with reliability, explainability, and business value.<br> Comfort working with APIs, relational databases, containers, cloud infrastructure, and CI/CD.<br> Clear communication skills and an ability to work closely with engineers, product leaders, revenue-management experts, and customer-facing teams.<br> A high level of ownership: you can turn an ambiguous business or customer problem into a practical, measurable plan and carry it through to completion.<br> Years of experience are a useful signal, but not the deciding factor.<br> We care more about what you have built, how you reason, and how you respond when models and systems meet the real world.<br> Nice to Have You do not need everything on this list: Contextual bandits, reinforcement learning, recommendation systems, bidding, or other sequential decision systems.<br> Probabilistic demand forecasting or hierarchical Bayesian modeling.<br> Pricing, revenue management, marketplaces, travel, hospitality, advertising, or e-commerce.<br> Causal inference and off-policy evaluation.<br> Model drift, data-quality monitoring, and experiment-tracking systems.<br> Multi-tenant SaaS or event-driven architectures.<br> Debugging distributed systems and third-party integrations in production.<br> LLM applications and agentic workflows.<br> AWS services such as ECS, SQS, EventBridge, S3, and CloudWatch.<br> Hospitality experience is welcome, but not required.<br> We will help you learn the domain.<br> What We Value Speed with quality — Ship fast, but ship code and models a staff engineer would approve AI-native workflow — You don't just know about AI tools, you use them daily to write, debug, and architect Ownership — Pick up a problem and drive it to completion without hand-holding Simplicity — Elegant solutions over over-engineered ones.<br> Minimal code that does the job Curiosity — Our domain (hotel revenue optimization) has real depth.<br> You're excited to learn it</span> </div>