{"id":2670132,"url":"https://alion.io/job/dexcare-senior-ml-engineer","title":"Senior ML Engineer","company":{"id":421,"name":"DexCare","domain":"dexcare.com","url":"https://alion.io/company/dexcare","size_band":null,"is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":"Lever","truth_index":null},"role":"AI/ML","role_family":"AI/ML","seniority":"senior","employment_type":"full_time","work_mode":"hybrid","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":24000,"max_usd":52000,"period":"year","method":"role_seniority_country_remote_cell","sample_n":29},"experience_years_min":7,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"AI Agents","optional":false},{"name":"AWS","optional":false},{"name":"Azure","optional":false},{"name":"Function Calling","optional":false},{"name":"Google ADK","optional":false},{"name":"HIPAA","optional":false},{"name":"Knowledge Graph","optional":false},{"name":"LangGraph","optional":false},{"name":"LLM","optional":false},{"name":"LLM Guardrails","optional":false},{"name":"Machine Learning","optional":false},{"name":"Python","optional":false},{"name":"RAG","optional":false},{"name":"Tool Use","optional":false},{"name":"LangChain","optional":true}],"status":"live","first_seen_at":"2026-10-16T03:06:06Z","employer_posted_date":"2026-10-16","last_verified_at":"2026-10-16T17:43:12Z","board_verified":true,"closed_at":null,"days_open":0,"trust":{"level":"ok","repost_count":null,"flags":[],"days_open":0},"description":"About the Role\nDexCare is looking for a Senior Machine Learning Engineer to build the AI systems behind our products. Your primary focus will be Optimize AI, which ingests, structures, and governs complex healthcare scheduling rules and institutional knowledge into a single, verified source of truth. The core problem is turning large volumes of messy, inconsistent, and constantly changing operational knowledge into structured knowledge that people and AI agents can rely on to make decisions.\nThis is a hands-on, mid-level role. You will build, ship, and own production ML and LLM systems, working closely with product, engineering, and data teams. Our AI products share a common foundation, so you will also work across them, including Mila, our patient-facing agents, as priorities shift. You will join a well-established team early in the build-out of DexCare’s AI capabilities, with large health systems already using our products. If you enjoy taking ML systems from prototype to production and making them accurate, reliable, and fast, we’d love to hear from you.\nWhat You’ll Do\nBuild systems that ingest unstructured and inconsistent source material, such as policies, protocols, rules, and spreadsheets, and turn it into structured, versioned, and verified knowledge.\nBuild extraction, normalization, and validation pipelines using LLMs and classical techniques; detect conflicts, gaps, and stale information, and route uncertain cases to human review.\nBuild and optimize Retrieval-Augmented Generation (RAG) pipelines that give downstream systems and agents accurate, grounded, and traceable answers with low latency.\nBuild, ship, and maintain components of the agentic systems that act on this knowledge, including orchestration, tool calling, and state management.\nBuild evaluation for the systems you ship: ground-truth datasets, accuracy metrics, regression tests that run before every release, LLM-as-judge and human review, and monitoring of quality in production.\nDiagnose and improve accuracy, latency, reliability, and cost of ML systems in production.\nBuild components that can be reused across DexCare’s AI products, and contribute to other products as priorities shift.\nFollow ML lifecycle best practices: versioning of models, prompts, datasets, and knowledge; deployment; monitoring; and retraining.\nHandle patient and customer data in line with HIPAA and DexCare’s privacy and security standards.\nWhat You’ll Bring\n7-9 years of experience in machine learning or software engineering, including building and running production ML systems.\nExperience building systems that extract, structure, and verify knowledge from unstructured sources, such as documents, policies, or operational data, with measurable accuracy.\nHands-on experience shipping LLM-based agentic systems to production, including orchestration, tool calling, and handling failures with retries and fallbacks.\nExperience building retrieval systems and improving their accuracy and latency.\nExperience evaluating ML and LLM systems: building eval datasets, defining metrics, and using the results to decide what ships.\nStrong Python and software engineering fundamentals, including data structures, algorithms, testing, code review, and API design.\nFamiliarity with MLOps practices and at least one major cloud platform.\nClear communication and the ability to work across product, engineering, and data teams, including across time zones.\nComfort working in ambiguous problem spaces where requirements and data evolve.\nPreferred\nExperience with agent frameworks such as LangGraph or Google ADK.\nExperience with Azure / AWS and their ML and AI services.\nExperience with knowledge graphs, rules engines, or other structured knowledge representations.\nExperience with predictive ML or optimization for problems such as forecasting, scheduling, ranking, or matching.\nExperience with guardrails, safety classifiers, or red-teaming for LLM applications.\nExperience in healthcare or another regulated industry, including handling PHI under HIPAA.","description_format":"text","description_chars":4030,"description_truncated":false,"requirements":{"experience_years_min":7,"management_years_min":null,"team_size_min":null,"manages_managers":false,"education":null,"security_clearance":false,"languages":[]},"benefits":[],"hiring_locations":[{"name":"India","iso":"IN","kind":"country"}],"hiring_excludes":[],"relocation_offered":false,"industries":["Patient Access & Booking"],"lifecycle":[{"event":"open","at":"2026-10-16T04:07:42Z"}],"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":24,"reasons":["conf:1","win:early"],"computed_at":"2026-10-16T05:45:00Z"},"pay":null,"html_url":"https://alion.io/job/dexcare-senior-ml-engineer","json_url":"https://alion.io/job/dexcare-senior-ml-engineer.json","meta":{"generated_at":"2026-10-16T19:49:23Z","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":210,"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":421},"rest":"https://alion.io/mcp/rest/get_company?id=421"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Fdexcare-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%2Fdexcare-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%2Fdexcare-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/dexcare-senior-ml-engineer\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fdexcare-senior-ml-engineer"}]}