{"id":4167327,"url":"https://alion.io/job/carelon-global-solutions-associate-software-engineer-iii","title":"Associate Software Engineer III","company":{"id":4527289,"name":"Carelon Global Solutions","domain":"carelonglobal.in","url":"https://alion.io/company/carelon-global-solutions","size_band":null,"is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":null,"truth_index":null},"role":"Backend","role_family":"Backend","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","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":"AI Agents","optional":false},{"name":"AWS","optional":false},{"name":"Azure","optional":false},{"name":"CI/CD","optional":false},{"name":"Context Engineering","optional":false},{"name":"Feast","optional":false},{"name":"Feature Store","optional":false},{"name":"GCP","optional":false},{"name":"Kubeflow","optional":false},{"name":"LLM","optional":false},{"name":"LLM Guardrails","optional":false},{"name":"Machine Learning","optional":false},{"name":"MLFlow","optional":false},{"name":"Python","optional":false},{"name":"RAG","optional":false},{"name":"SQL","optional":false}],"status":"live","first_seen_at":"2026-11-12T13:35:30Z","employer_posted_date":null,"last_verified_at":"2026-11-12T13:35:30Z","board_verified":false,"closed_at":null,"days_open":0,"trust":{"level":"not_scored","repost_count":null,"flags":[],"days_open":0},"description":"Job Responsibility:\nWrite and ship production-grade Python (and SQL) that runs reliably against sensitive, high-volume healthcare data.\nTurn models, features, and LLM pipelines from a rough notebook or a senior engineer's design into scheduled, instrumented production services - and own them once they are live.\nBuild and maintain data, model, and application pipelines with the logging, monitoring, and reproducibility that keep them trustworthy in production.\nBuild the evaluation that lets the team trust a change before it ships - the eval set, the metrics, the honest before-and-after - offline, and online where the stakes justify it.\nReproduce, triage, and fix issues in live systems, then add the tests or monitoring that stop them recurring.\nKeep an eye on the cost, latency, and reliability of the models and services you run - production ML and AI carry a real operational bill.\nDepending on the focus area, the responsibility will also entail:Machine Learning & Modeling - build, evaluate, and productionize models end to end: feature engineering, training, and rigorous offline and online evaluation with drift and fairness monitoring.\nAI / GenAI Engineering - build RAG and agentic pipelines, with the prompt and context engineering, evaluation, and observability that keep them reliable where wrong answers have real consequences.\nML Platform & MLOps - build feature stores, model deployment and serving, CI/CD for ML, and pipeline orchestration; own the tooling other engineers build on.\n\nThis role may require flexibility across shifts and locations based on business needs.\n\nQualification:\nMinimum Education: B.E./B.Tech in Computer Science, Information Technology, or related disciplines.\nCandidates should be from IITs, NITs, or other premier engineering institutes only.\nAll semesters should be cleared with an aggregate CGPA of 8.0 and above.\n\nSkills and Competencies:\nFoundation:Genuine proficiency in Python, with solid command of data structures, algorithms, and problem-solving - and code you would be willing to show us: organized into functions and modules, version-controlled, with tests, not only notebook cells.\nComfortable across the full development loop: reading an unfamiliar codebase, writing tests, and shipping changes through review and CI.\nFluency with SQL and working with real, messy data at some scale.\n\nDemonstrated through projects, internships, research, competitions (Kaggle), or open source:At least one ML or AI system you have built that ran outside a notebook - a deployed model, a data or feature pipeline, a working RAG or agent prototype - that you can walk through, including the trade-offs you made and what you would change.\nAn understanding that a good offline metric is not a working system: awareness of data leakage, distribution shift, and how you would measure success in production.\nDepth in at least one focus area: Applied ML and evaluation; MLOps and cloud/deployment tooling; or LLMs, RAG, and agentic frameworks.\n\nBonus - any of this help you stand out:Exposure to a major cloud (AWS / GCP / Azure) and containerized deployment.\nHands-on with orchestration, feature stores, or experiment tracking (Airflow / Kubeflow, Feast, MLflow).\nPractical RAG or agentic work, and familiarity with LLM evaluation, guardrails, and tracing / observability.\nAny exposure to healthcare, insurance, or another regulated, data-sensitive domain.\n\nSkills\nAI, Artificial Intelligence, ML, Machine Learning, Python, SQL","description_format":"text","description_chars":3467,"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":["Health Care"],"lifecycle":[{"event":"open","at":"2026-11-12T13:35:30Z"}],"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":"2026-11-12T16:13:09Z"},"pay":null,"html_url":"https://alion.io/job/carelon-global-solutions-associate-software-engineer-iii","json_url":"https://alion.io/job/carelon-global-solutions-associate-software-engineer-iii.json","meta":{"generated_at":"2026-11-12T16:13:09Z","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":33920,"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":4527289},"rest":"https://alion.io/mcp/rest/get_company?id=4527289"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Fcarelon-global-solutions-associate-software-engineer-iii"},{"id":"market.stats","title":"A market slice: pay, demand and time to fill","status":"live","price":{"credits":2,"usd":0.2},"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%2Fcarelon-global-solutions-associate-software-engineer-iii"},{"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%2Fcarelon-global-solutions-associate-software-engineer-iii"},{"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/carelon-global-solutions-associate-software-engineer-iii\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fcarelon-global-solutions-associate-software-engineer-iii"}],"agent":{"mcp":"https://alion.io/mcp/jobs","mcp_open":"https://alion.io/mcp/open","next":[{"tool":"get_job","arguments":{"id":4167327}},{"tool":"search_jobs","arguments":{"company":"carelonglobal.in","detail":"compact"}},{"tool":"match_people","arguments":{"job_id":4167327},"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); 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