{"id":1253245,"url":"https://alion.io/job/astar-manufacturing-ai-systems-architect","title":"Manufacturing AI Systems Architect","company":{"id":50235,"name":"Agency for Science, Technology and Research","domain":"a-star.edu.sg","url":"https://alion.io/company/a-star-edu","size_band":"1001-5000","is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":"SuccessFactors","truth_index":{"grade":"B","score":81,"open_postings":46,"ghost_share":0,"stale_share":0.978,"repost_share":0,"time_to_fill_p50_days":21,"computed_at":"2026-11-09T06:03:00Z"}},"role":"AI/ML","role_family":"AI/ML","seniority":"staff","employment_type":null,"work_mode":"on_site","remote_scope":null,"remote_scope_basis":null,"remote_working_hours":null,"hiring_geo_confidence":"structured","locations":["Singapore"],"countries":["SG"],"hiring_countries":[],"hiring_countries_total":0,"salary":null,"salary_estimate":{"min_usd":82000,"max_usd":245000,"period":"year","method":"role_seniority_country_remote_cell","sample_n":12},"experience_years_min":6,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"AI Agents","optional":false},{"name":"AWS","optional":false},{"name":"Azure","optional":false},{"name":"Azure AKS","optional":false},{"name":"Docker","optional":false},{"name":"GCP","optional":false},{"name":"Knowledge Graph","optional":false},{"name":"Kubernetes","optional":false},{"name":"LLM","optional":false},{"name":"OpenAI","optional":false}],"status":"live","first_seen_at":"2026-09-25T18:38:00Z","employer_posted_date":"2026-09-25","last_verified_at":"2026-11-09T21:10:13Z","board_verified":true,"closed_at":null,"days_open":45,"trust":{"level":"ok","repost_count":null,"flags":[],"days_open":45},"description":"About the Role\nThe Advanced Remanufacturing and Technology Centre (ARTC) is seeking a Manufacturing AI Systems Architect (Lead / Senior Engineer) to design and build agentic AI systems for manufacturing enterprise and shopfloor environments across sectors such as semiconductor, aerospace, and FMCG. You will architect, develop, and deploy the systems that connect agentic AI with existing manufacturing platforms and data sources, turning them into production-ready solutions that support real decisions on the shopfloor.\nKey Responsibilities\nDefine manufacturing system workflows, data flows, and API contracts across platform components so the system scales cleanly from prototype to live manufacturing deployment.\nArchitect the end-to-end agentic AI platform on cloud-native infrastructure (e.g. AKS, Azure OpenAI, Foundry LLM models, API Management), shaped to manufacturing enterprise and shopfloor needs.\nDesign integration patterns between LLMs, knowledge graphs, vector databases, and reasoning engines within the agentic AI framework for manufacturing use cases.\nRecommend technology stacks for on-premise and cloud deployments based on scalability, cost, security, and maintainability.\nLead architecture and system design reviews, set engineering standards, and mentor junior engineers on building and deploying agentic AI systems.\nIdentify high-value use cases and deliver agentic AI solutions across manufacturing operations (e.g. maintenance, quality, planning, scheduling, knowledge assistants).\nPartner with AI scientists, engineers, domain experts, and industry stakeholders to turn manufacturing requirements into production-ready systems deployed on the shopfloor.\nRequired Skills\nHands-on experience with digital manufacturing systems (MES, SCADA, historians, or equivalent shopfloor/enterprise platforms).\nExperience designing distributed systems/cloud-native platforms (Azure, AWS, GCP).\nFamiliarity with AI/ML system integration: LLMs, agentic AI frameworks, APIs, vector search, and knowledge graphs.\nStrong systems thinking; able to connect the dots across data, AI models, and manufacturing applications.\nGood communicator who can align technical and non-technical stakeholders across R&D and industry.\nExperience with software development, deployment, containerisation and orchestration tools (Docker, Kubernetes, AKS) with industrial systems.\nDemonstrated passion for advancing agentic AI and knowledge-driven architectures in manufacturing.\nQualifications\nB. 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Sc in Computer Science, Software Engineering, or related field.\n6-10 years of experience, with at least 3 years in a systems or solution architecture role.","description_format":"text","description_chars":2656,"description_truncated":false,"requirements":{"experience_years_min":6,"management_years_min":null,"team_size_min":null,"manages_managers":false,"education":null,"security_clearance":false,"languages":[]},"benefits":[],"hiring_locations":[],"hiring_excludes":[],"relocation_offered":false,"industries":[],"lifecycle":[{"event":"open","at":"2026-09-25T18:38:00Z"}],"visa":[],"liveness":{"score":15,"band":"cold","label":"Long shot","p_open":1,"p_active":0.525,"p_room":0.28,"age_days":44,"expected_fill_days":21,"reasons":["conf:13","stale_co","velocity","win:tail","crowd:brand"],"computed_at":"2026-11-09T06:03:00Z"},"pay":null,"html_url":"https://alion.io/job/astar-manufacturing-ai-systems-architect","json_url":"https://alion.io/job/astar-manufacturing-ai-systems-architect.json","meta":{"generated_at":"2026-11-09T23:47:10Z","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":13812,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-11-10T00:00:00Z"}},"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":50235},"rest":"https://alion.io/mcp/rest/get_company?id=50235"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Fastar-manufacturing-ai-systems-architect"},{"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%2Fastar-manufacturing-ai-systems-architect"},{"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%2Fastar-manufacturing-ai-systems-architect"},{"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/astar-manufacturing-ai-systems-architect\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fastar-manufacturing-ai-systems-architect"}],"agent":{"mcp":"https://alion.io/mcp/jobs","mcp_open":"https://alion.io/mcp/open","next":[{"tool":"get_job","arguments":{"id":1253245}},{"tool":"search_jobs","arguments":{"company":"a-star.edu.sg","detail":"compact"}},{"tool":"match_people","arguments":{"job_id":1253245},"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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