{"id":560800,"url":"https://alion.io/job/azisly-ai-ml-engineer","title":"AI / ML Engineer","company":{"id":47001,"name":"Azisly","domain":"azisly.ai","url":"https://alion.io/company/azisly","size_band":null,"is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":null,"truth_index":null},"role":"AI/ML","role_family":"AI/ML","seniority":null,"employment_type":null,"work_mode":"on_site","remote_scope":null,"remote_scope_basis":null,"remote_working_hours":null,"hiring_geo_confidence":"structured","locations":["Gurgaon, India"],"countries":["IN"],"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":"Amazon S3","optional":false},{"name":"Interpretability","optional":false},{"name":"LLM","optional":false},{"name":"LLM Evaluation","optional":false},{"name":"PostgreSQL","optional":false},{"name":"Python","optional":false}],"status":"live","first_seen_at":"2026-09-09T04:21:10Z","employer_posted_date":null,"last_verified_at":"2026-09-09T04:21:10Z","board_verified":false,"closed_at":null,"days_open":49,"trust":{"level":"not_scored","repost_count":null,"flags":[],"days_open":49},"description":"You will build the first version of Azisly's Hiring Intelligence models the system that turns recorded interview transcripts into evidence-backed candidate profiles and explainable, ranked shortlists that real recruiters act on. This is an applied ML role, not a research role. The centre of gravity is: LLM-based structured extraction done with engineering discipline, a transparent matching/scoring model, and the evaluation harness that proves (or disproves) that any of it works. You will own this pipeline end to end from raw transcript to number-in database and ship it to production. We operate on one hard rule: LLMs extract evidence; they never make the final prediction.\nResponsibilities:\nBuild the extraction pipeline: LLM-based structured extraction of competency evidence from interview transcripts, versioned prompts and rubrics, persisted outputs with provenance, evidence quotes, and measured accuracy against expert labels.\nTreated as an engineering system, not prompt tinkering.\nBuild the v1 scoring/matching model: a transparent, requirement-weighted scoring model that ranks candidates against role requirements; interpretability is a hard constraint. Lay the groundwork for learning-to-rank as recruiter-preference data accumulates.\nBuild the evaluation harness: precision@K against recruiter picks, agreement with expert labels, calibration where used, and subgroup fairness checks on ranked outcomes.\nEvery model version ships with an evaluation report.\nRun label operations: design and run the expert-labelling loop with our SMEs and the recruiter preference capture; own training-data snapshots and model versioning.\nShip to production: own the full lifecycle prototyping, evaluation, deployment, and monitoring working with Python, Postgres, S3 and standard job-queue/batch infrastructure.\nWork independently: take ambiguous problems, figure out the right approach, propose it in writing, and drive it to production with minimal hand-holding.","description_format":"text","description_chars":1968,"description_truncated":false,"requirements":{"experience_years_min":null,"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":["Career Services","HR & Recruiting AI"],"lifecycle":[{"event":"open","at":"2026-09-09T04:21:10Z"}],"visa":[],"liveness":{"score":7,"band":"cold","label":"Long shot","p_open":0.4,"p_active":0.465,"p_room":0.35,"age_days":49,"expected_fill_days":23,"reasons":["seen:49","velocity","win:tail"],"computed_at":"2026-10-28T05:59:10Z"},"pay":null,"html_url":"https://alion.io/job/azisly-ai-ml-engineer","json_url":"https://alion.io/job/azisly-ai-ml-engineer.json","meta":{"generated_at":"2026-10-28T10:36:45Z","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":13978,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-10-29T00:00:00Z"}},"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":47001},"rest":"https://alion.io/mcp/rest/get_company?id=47001"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Fazisly-ai-ml-engineer"},{"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%2Fazisly-ai-ml-engineer"},{"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%2Fazisly-ai-ml-engineer"},{"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/azisly-ai-ml-engineer\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fazisly-ai-ml-engineer"}],"agent":{"mcp":"https://alion.io/mcp/jobs","mcp_open":"https://alion.io/mcp/open","next":[{"tool":"get_job","arguments":{"id":560800}},{"tool":"search_jobs","arguments":{"company":"azisly.ai","detail":"compact"}},{"tool":"match_people","arguments":{"job_id":560800},"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. Docs: https://alion.io/developers"}}