{"id":4187771,"url":"https://alion.io/job/sony-india-software-centre-ml-ops-engineer","title":"ML Ops Engineer","company":{"id":4471222,"name":"Sony India Software Centre","domain":"sonyindiasoftware.co.in","url":"https://alion.io/company/sony-india-software-centre","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":"junior","employment_type":null,"work_mode":"on_site","remote_scope":null,"remote_scope_basis":null,"remote_working_hours":null,"hiring_geo_confidence":"structured","locations":["Bengaluru, India"],"countries":["IN"],"hiring_countries":[],"hiring_countries_total":0,"salary":null,"salary_estimate":null,"experience_years_min":2,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"CI/CD","optional":false},{"name":"Databricks","optional":false},{"name":"Datadog","optional":false},{"name":"Grafana","optional":false},{"name":"Prometheus","optional":false},{"name":"Python","optional":false},{"name":"Spark","optional":false}],"status":"live","first_seen_at":"2026-11-12T18:35:10Z","employer_posted_date":null,"last_verified_at":"2026-11-12T18:35:10Z","board_verified":false,"closed_at":null,"days_open":0,"trust":{"level":"not_scored","repost_count":null,"flags":[],"days_open":0},"description":"Responsibilities:\nMonitor model quality in production: prediction distributions, feature drift, and model and data freshness.\nOwn dashboards, alerts and triage (Grafana, Datadog, Prometheus), with a runbook for every alert.\nLead model incident triage across infrastructure, model and data, and drive RCAs to closure.\nWork on the Data Quality Monitoring framework and keep training and inference pipelines on Databricks / Spark.\nSupport platform migrations (Lakehouse / Unity Catalog, runtime upgrades) with validation before and after each cutover.\nImprove CI/CD and code quality for ML jobs, and onboard model teams through documentation and KT sessions.\n\nRequirements:\nExperience: overall, with at least 2-3 years in MLOps, ML/data engineering or SRE for data and ML systems\nCollaboration: Works daily with US- and Europe-based ML engineers, the Model, Service (MSG) and Tech Ops / SRE teams. Needs regular overlap with US Pacific hours\nSkills\nAWS, MLOps, Python","description_format":"text","description_chars":964,"description_truncated":false,"requirements":{"experience_years_min":2,"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":"2026-11-12T18:35:10Z"}],"visa":[],"liveness":{"score":86,"band":"hot","label":"Hiring now","p_open":1,"p_active":0.86,"p_room":1,"age_days":0,"expected_fill_days":23,"reasons":["seen:0","win:early","comp:junior"],"computed_at":"2026-11-12T21:23:34Z"},"pay":null,"html_url":"https://alion.io/job/sony-india-software-centre-ml-ops-engineer","json_url":"https://alion.io/job/sony-india-software-centre-ml-ops-engineer.json","meta":{"generated_at":"2026-11-12T21:23:34Z","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":45255,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-11-13T00:00:00Z"}},"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":4471222},"rest":"https://alion.io/mcp/rest/get_company?id=4471222"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Fsony-india-software-centre-ml-ops-engineer"},{"id":"market.stats","title":"A market slice: pay, demand and time to fill","status":"free","price":{"credits":0,"usd":0},"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%2Fsony-india-software-centre-ml-ops-engineer"},{"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%2Fsony-india-software-centre-ml-ops-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/sony-india-software-centre-ml-ops-engineer\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fsony-india-software-centre-ml-ops-engineer"}],"agent":{"mcp":"https://alion.io/mcp/jobs","mcp_open":"https://alion.io/mcp/open","next":[{"tool":"get_job","arguments":{"id":4187771}},{"tool":"search_jobs","arguments":{"company":"sonyindiasoftware.co.in","detail":"compact"}},{"tool":"match_people","arguments":{"job_id":4187771},"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"}}