{"id":54176,"url":"https://alion.io/job/valsoft-corporation-ai-developer-pgr","title":"AI Developer - PGR","company":{"id":8417,"name":"Valsoft Corporation","domain":"valsoftcorp.com","url":"https://alion.io/company/valsoft-corporation","size_band":"1001-5000","is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":"Workable","truth_index":{"grade":"B","score":80,"open_postings":36,"ghost_share":0,"stale_share":0.806,"repost_share":0,"time_to_fill_p50_days":45,"computed_at":"2026-11-08T05:47:12Z"}},"role":"AI/ML","role_family":"AI/ML","seniority":null,"employment_type":"full_time","work_mode":"on_site","remote_scope":null,"remote_scope_basis":null,"remote_working_hours":null,"hiring_geo_confidence":"structured","locations":["Beirut, Lebanon"],"countries":["LB"],"hiring_countries":[],"hiring_countries_total":0,"salary":null,"salary_estimate":null,"experience_years_min":null,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"Anthropic","optional":false},{"name":"Chain-of-Thought","optional":false},{"name":"Function Calling","optional":false},{"name":"Hallucination","optional":false},{"name":"LLM","optional":false},{"name":"LLM Guardrails","optional":false},{"name":"Machine Learning","optional":false},{"name":"Model Context Protocol","optional":false},{"name":"MySQL","optional":false},{"name":"OpenAI","optional":false},{"name":"PHP","optional":false},{"name":"Prompt Engineering","optional":false},{"name":"React.js","optional":false},{"name":"Rest API","optional":false},{"name":"Structured Outputs","optional":false},{"name":"TypeScript","optional":false},{"name":"JavaScript","optional":true}],"status":"live","first_seen_at":"2026-08-12T00:00:00Z","employer_posted_date":"2026-08-12","last_verified_at":"2026-11-08T15:39:55Z","board_verified":true,"closed_at":null,"days_open":88,"trust":{"level":"ok","repost_count":null,"flags":[],"days_open":88},"description":"Aspire Software is looking for a AI Developer to join our team in Lebanon.\nHere 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.\nAbout the job:\nThis 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.\nKey Responsibilities\nBuild and ship AI features using our PHP/MySQL/React/Node stack with OpenAI API integration.\nExtend Astro Core chatbot capabilities new read/write actions, graph generation, analysis outputs.\nHelp improve the external MCP connector schema, authentication, capability surface.\nOwn prompt engineering for product features: design, test, iterate, and document prompts as first-class product artifacts.\nBuild the token metering and usage tracking layer per-feature, per-customer, per-tier.\nDesign and implement guardrails, access controls, and rate limiting across the Astro AI platform layer.\nContribute to agent architecture decisions: tool access, memory design, token pool isolation, training data boundaries.\nMonitor AI feature performance in production latency, cost, output quality, failure modes and drive improvements.\nStay current on the AI tooling landscape and bring concrete recommendations to the team.\nRequirements\nAI Product Development\nHands-on experience integrating LLM APIs (OpenAI, Anthropic, or similar) into production applications used by real customers.\nPrompt engineering fluency: system prompts, few-shot examples, structured outputs, tool/function calling, chain-of-thought patterns.\nUnderstanding of token economics: cost per call, context management, model selection tradeoffs across feature types.\nExperience building quality evaluation and output validation frameworks around AI features.\nAwareness of AI-specific risks: hallucination, prompt injection, data leakage, output inconsistency.\nPlatform & Architecture Thinking\nExperience designing or contributing to metered usage systems - API rate limiting, consumption tracking, billing integration.\n Familiarity with designing MCP (Model Context Protocol) - understanding of how LLM-native integrations differ from traditional REST.\nAbility to reason about multi-tenant access controls: how AI features should behave differently across customer tiers.\nUnderstanding of agent architecture patterns: tool registries, memory types, token pool management, task delegation.\nCore Stack\nReact and Node: able to build frontend components that surface AI features, including data visualizations.\nSolid PHP development experience - comfortable extending a production codebase, not just greenfield.\nMySQL: schema design, query optimization, and data modeling for AI feature state and usage tracking.\nTypescript: used on the backend of the MCP layerBachelor’s degree in computer science, Information Systems, Engineering or a related field.\n3+ years of experience in consulting, digital transformation, enterprise software implementation, or AI-related projects.\nStrong understanding of Artificial Intelligence, Machine Learning, Generative AI, and automation concepts.\nStrong presentation, communication, and stakeholder management skills.\nExperience working directly with customers and senior business stakeholders.\nExcellent problem-solving and analytical skills.","description_format":"text","description_chars":3757,"description_truncated":false,"requirements":{"experience_years_min":null,"management_years_min":null,"team_size_min":null,"manages_managers":false,"education":{"level":"bachelor","optional":false},"security_clearance":false,"languages":[]},"benefits":[],"hiring_locations":[],"hiring_excludes":[],"relocation_offered":false,"industries":["Investment Holding Companies"],"lifecycle":[{"event":"open","at":"2026-08-11T00:00:00Z"}],"visa":[],"liveness":{"score":12,"band":"cold","label":"Long shot","p_open":1,"p_active":0.322,"p_room":0.36,"age_days":88,"expected_fill_days":45,"reasons":["conf:2","stale_co","velocity","win:tail","crowd:brand"],"computed_at":"2026-11-08T05:47:12Z"},"pay":null,"html_url":"https://alion.io/job/valsoft-corporation-ai-developer-pgr","json_url":"https://alion.io/job/valsoft-corporation-ai-developer-pgr.json","meta":{"generated_at":"2026-11-08T17:13:19Z","cache_seconds":300,"methodology":"https://alion.io/methodology","terms":"https://alion.io/terms","contact":"https://alion.io/contact","api":"https://alion.io/developers","about":"Alion is a live layer of people, companies and AI agents: who they are, whether they are real and active right now, what they do and how to work with them, readable by people and by agents and paid per call.","catalog":"https://alion.io/catalog.json","usage":{"tier":"crawler_verified","counted_by":"address","units_charged":1,"used_today":36219,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-11-09T00:00:00Z"}},"offers":[{"id":"company.slices","title":"One company in depth, by slice","status":"live","price":{"credits":0.1,"usd":0.01,"plus_per_slice":{"credits":0.05,"usd":0.005}},"unit":"per company, plus each slice with data","note":"the employer in depth","call":{"mcp_tool":"get_company","arguments":{"id":8417},"rest":"https://alion.io/mcp/rest/get_company?id=8417"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Fvalsoft-corporation-ai-developer-pgr"},{"id":"market.stats","title":"A market slice: pay, demand and time to fill","status":"live","price":{"credits":2,"usd":0.2},"unit":"per slice","note":"pay, demand and time to fill for this role and place","call":{"mcp_tool":"market_stats"},"human":"https://alion.io/catalog?offer=market.stats&for=job%2Fvalsoft-corporation-ai-developer-pgr"},{"id":"job.search","title":"Open jobs by role, technology, place, pay and visa","status":"live","price":{"credits":0.1,"usd":0.01},"unit":"per posting in a list","note":"similar open postings","call":{"mcp_tool":"search_jobs"},"human":"https://alion.io/catalog?offer=job.search&for=job%2Fvalsoft-corporation-ai-developer-pgr"},{"id":"company.verify","title":"Is this company real and active right now","status":"pilot","price":null,"unit":"per company","request":{"url":"https://alion.io/catalog/request","method":"POST","body":"{\"offer\": \"company.verify\", \"for\": \"job/valsoft-corporation-ai-developer-pgr\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fvalsoft-corporation-ai-developer-pgr"}],"agent":{"mcp":"https://alion.io/mcp/jobs","mcp_open":"https://alion.io/mcp/open","next":[{"tool":"get_job","arguments":{"id":54176}},{"tool":"search_jobs","arguments":{"company":"valsoftcorp.com","detail":"compact"}},{"tool":"match_people","arguments":{"job_id":54176},"note":"people open to offers who fit this vacancy"}],"note":"The same data through MCP tools: https://alion.io/mcp/open needs no sign-in (compact searches, postings, people); https://alion.io/mcp with an Alion account has everything. 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