{"id":168362,"url":"https://alion.io/job/eka-care-senior-ml-engineer","title":"Senior ML Engineer","company":{"id":59359,"name":"Eka Care","domain":"eka.care","url":"https://alion.io/company/eka-care","size_band":"11-50","is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":"Keka","truth_index":{"grade":"B","score":75,"open_postings":7,"ghost_share":0,"stale_share":1,"repost_share":0,"time_to_fill_p50_days":null,"computed_at":"2026-10-16T05:45:00Z"}},"role":"AI/ML","role_family":"AI/ML","seniority":"senior","employment_type":"full_time","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":{"min_usd":25000,"max_usd":55000,"period":"year","method":"role_seniority_country_remote_cell","sample_n":29},"experience_years_min":3,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"CUDA","optional":false},{"name":"CUDA Toolkit","optional":false},{"name":"Kubernetes","optional":false},{"name":"LLM","optional":false},{"name":"NCCL","optional":false},{"name":"Ray","optional":false},{"name":"SLURM","optional":false},{"name":"Triton","optional":false},{"name":"vLLM","optional":false}],"status":"live","first_seen_at":"2026-08-10T09:57:48Z","employer_posted_date":"2026-08-10","last_verified_at":"2026-10-16T11:08:44Z","board_verified":true,"closed_at":null,"days_open":67,"trust":{"level":"ok","repost_count":null,"flags":[],"days_open":67},"description":"Senior ML Engineer, LLM Systems\nBengaluru · Full-time · mid-senior (3-6 yrs)\nAbout EkaCare and the mission\nEkaCare is India's connected healthcare platform: an EMR that doctors run their practices on, a personal health record used by millions of Indians, and one of the deepest integrations with India's ABDM digital-health rails. Our Parrotlet family of medical models already serves Indian doctors in production, and we open-source our work where it counts.\nThe role\nThe versatile builder, you go where the run needs you; data, training, evals, serving, and you leave every system better-instrumented than you found it.\nWhat you'll do\nBuild corpus pipelines that feed GPUs without stalls: filtering, dedup, PII redaction, tokenisation, streaming dataloaders at ~500B-token scale.\nRun distributed training jobs on multi-node H200 clusters; make failures loud, recoveries fast, dashboards honest.\nBuild the eval and experiment tooling researchers live in.\nWire fast inference paths (vLLM-class) for model iterations.\nAutomate whatever annoyed you last week.\nWhat we look for\n3-6 years of strong software engineering with real ML training exposure; you've fine-tuned or trained ≥1B-parameter models, not just called APIs.\nDistributed-computing fundamentals: Slurm or Kubernetes, NCCL basics, storage/throughput intuition.\nData engineering at scale; Spark, Ray, or whatever gets the job done.\nA bias for ownership: you don't ask whose job it is.\nBonus\nTriton/CUDA curiosity; profiler literacy.\nOpen-source projects or contributions.\nHealthcare or Indic-language data experience.\nWhy this is a rare gig\nOpen source, with your name on it: weights and technical reports ship publicly.\nIndia-scale mission: models for a billion people in their own languages.\nCompute that’s rare to fine: dedicated multi-node H200 training under a national grant.\nSmall senior team: you work with the people who own the recipe.\nA live deployment path: Government institutes, EkaCare's doctors and patients use what you ship.\nFull-Time Employee Benefits\nMedical Insurance & Accidental Insurance\nMaternity & Paternity Benefits\nPF, Gratuity, & Leave Encashment\nSalary Advance Policy","description_format":"text","description_chars":2156,"description_truncated":false,"requirements":{"experience_years_min":3,"management_years_min":null,"team_size_min":null,"manages_managers":false,"education":null,"security_clearance":false,"languages":[]},"benefits":["Accidental insurance","Dental insurance","Health insurance"],"hiring_locations":[],"hiring_excludes":[],"relocation_offered":false,"industries":["EHR & Clinical Software","Practice Management Software","Consumer Health Apps"],"lifecycle":[{"event":"open","at":"2026-08-10T09:57:48Z"}],"visa":[],"liveness":{"score":11,"band":"cold","label":"Long shot","p_open":1,"p_active":0.386,"p_room":0.28,"age_days":66,"expected_fill_days":31,"reasons":["conf:3","velocity","win:tail","crowd:"],"computed_at":"2026-10-16T05:45:00Z"},"pay":null,"html_url":"https://alion.io/job/eka-care-senior-ml-engineer","json_url":"https://alion.io/job/eka-care-senior-ml-engineer.json","meta":{"generated_at":"2026-10-16T13:59:33Z","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":13426,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-10-17T00:00:00Z"}},"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":59359},"rest":"https://alion.io/mcp/rest/get_company?id=59359"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Feka-care-senior-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%2Feka-care-senior-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%2Feka-care-senior-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/eka-care-senior-ml-engineer\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Feka-care-senior-ml-engineer"}]}