16 Aug
|
Carelon Global Solutions
|
Bengaluru
16 Aug
Carelon Global Solutions
Bengaluru
Position Title:
Associate Software Engineer – III
Job Family:
IFT > Engineering/Dev
Shift:
Job Description:
JOB RESPONSIBILITY
Core Engineering:
- Write and ship production-grade Python (and SQL) that runs reliably against sensitive, high-volume healthcare data.
- Turn 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.
- Build and maintain data, model, and application pipelines with the logging, monitoring, and reproducibility that keep them trustworthy in production.
- Build 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.
- Reproduce, triage, and fix issues in live systems, then add the tests or monitoring that stop them recurring.
- Keep an eye on the cost, latency, and reliability of the models and services you run — production ML and AI carry a real operational bill.
Depending 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.
- AI / 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.
- ML Platform & MLOps — build feature stores, model deployment and serving, CI/CD for ML, and pipeline orchestration; own the tooling other engineers build on.
This role may require flexibility across shifts and locations based on business needs.
QUALIFICATION
- Minimum Education: B.E./B.Tech in Computer Science, Information Technology or related disciplines.
- Candidates should be from IITs, NITs, or other premier engineering institutes only.
- All semesters should be cleared with an aggregate CGPA
📌 Associate Software Engineer – III (Bengaluru)
🏢 Carelon Global Solutions
📍 Bengaluru