{"id":1253120,"url":"https://alion.io/job/astar-ai-scientist-manufacturing-knowledge-management","title":"AI Scientist - Manufacturing Knowledge Management","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":80,"open_postings":50,"ghost_share":0,"stale_share":1,"repost_share":0,"time_to_fill_p50_days":21,"computed_at":"2026-10-19T05:45:15Z"}},"role":"AI/ML","role_family":"AI/ML","seniority":"junior","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":40000,"max_usd":82000,"period":"year","method":"role_seniority_country_remote_cell","sample_n":25},"experience_years_min":1,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"AI Agents","optional":false},{"name":"Knowledge Graph","optional":false},{"name":"LLM","optional":false},{"name":"RAG","optional":false},{"name":"BPMN","optional":true}],"status":"live","first_seen_at":"2026-09-25T18:38:00Z","employer_posted_date":"2026-09-25","last_verified_at":"2026-10-19T19:47:30Z","board_verified":true,"closed_at":null,"days_open":24,"trust":{"level":"ok","repost_count":null,"flags":[],"days_open":24},"description":"About the Role\nThe Advanced Remanufacturing and Technology Centre (ARTC) is seeking an AI Scientist - Manufacturing Knowledge Management to conduct applied research on how AI can understand manufacturing environments; the people, machines, and processes and represent that knowledge in forms that drive the agentic AI manufacturing application's reasoning and decision-support. The role works directly with engineers and domain experts to formalize tacit expertise knowledge into AI-ready knowledge assets through elicitation, knowledge modelling, and applied AI research.\nKey Responsibilities\nTranslate captured expertise knowledge into structured knowledge representations; ontologies, decision rules, process flows, and knowledge graph schemas that power the agentic AI's reasoning over manufacturing context.\nElicit tacit expertise from manufacturing domain experts through structured interviews, workshops, and process walkthroughs to populate the agentic AI knowledge base.\nConduct applied research on reasoning rules and inference methods to validate, enrich, and evolve knowledge assets for manufacturing decision-support.\nPartner with AI engineers to integrate knowledge structures into LLM-, knowledge graph- and RAG-based agentic applications.\nDevelop reusable frameworks for knowledge capture across manufacturing use cases (e.g., semiconductor manufacturing, precision engineering, aerospace maintenance).\nAdvance applied research on expert-in-the-loop methods for knowledge discovery and evolution in manufacturing.\nPublish findings via internal reports, technical disclosures, and external academic or industry papers.\nRequired Skills\nBackground in AI, cognitive science, information science, or knowledge management.\nExperience with knowledge representation technologies (ontologies, RDF, OWL, SPARQL, or knowledge graphs) is an advantage; adjacent skills considered.\nAbility to communicate and build rapport with non-technical domain experts.\nApplied-research mindset; curious, rigorous, and comfortable with ambiguity.\nFamiliarity with manufacturing or industrial processes is a plus.\nFamiliarity with knowledge capture tools or business process model and notation (BPMN) process modeling is an advantage.\nQualifications\nPhD in AI, Cognitive Science, Information Science, Industrial Engineering, or related field.\n1-3 years of applied research experience in knowledge engineering, AI, or a related domain.","description_format":"text","description_chars":2423,"description_truncated":false,"requirements":{"experience_years_min":1,"management_years_min":null,"team_size_min":null,"manages_managers":false,"education":{"level":"phd","optional":false},"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":25,"band":"fade","label":"Fading","p_open":1,"p_active":0.461,"p_room":0.55,"age_days":23,"expected_fill_days":21,"reasons":["conf:0","stale_co","velocity","win:tail","comp:junior,brand"],"computed_at":"2026-10-19T05:45:15Z"},"pay":null,"html_url":"https://alion.io/job/astar-ai-scientist-manufacturing-knowledge-management","json_url":"https://alion.io/job/astar-ai-scientist-manufacturing-knowledge-management.json","meta":{"generated_at":"2026-10-19T23:50:23Z","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":2596,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-10-20T00:00:00Z"}},"offers":[{"id":"company.slices","title":"One company in depth, by slice","status":"live","price":{"credits":0.02,"usd":0.002,"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-ai-scientist-manufacturing-knowledge-management"},{"id":"market.stats","title":"A market slice: pay, demand and time to fill","status":"live","price":{"credits":1,"usd":0.1},"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-ai-scientist-manufacturing-knowledge-management"},{"id":"job.search","title":"Open jobs by role, technology, place, pay and visa","status":"live","price":{"credits":0.02,"usd":0.002},"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-ai-scientist-manufacturing-knowledge-management"},{"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-ai-scientist-manufacturing-knowledge-management\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fastar-ai-scientist-manufacturing-knowledge-management"}]}