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Sr. Software Engineer - AI / ML ( Data Scientist & Python)
KLA
Chennai•On-site•6-9 Yrs•2 hours ago
Job description
Overview
OurEnterprise Analyticsteam is at the forefront of transforming data into actionable insights that drive strategic decisions across the organization. We are acollaborative, cross-functional groupof engineers, data scientists, analysts, and architects who value:
Responsibilities
- Design and deliver LLM-powered applications such as:
- Retrieval-Augmented Generation (RAG) with enterprise knowledge sources
- Agentic workflows (tool/function calling, orchestration, multi-step reasoning)
- Text extraction/summarization, classification, Q&A, and document intelligence
- Build and optimize retrieval pipelines: chunking strategies, embeddings, vector search, reranking, grounding, and evaluation.
- Create robust evaluation frameworks: golden datasets, automated scoring, offline/online A/B testing, and continuous regression testing for prompts/models.
Qualifications
- Bachelors degree in Computer Science, Engineering, or related field (or equivalent experience).
- 6+ years experience in software engineering, ML engineering, or applied AI roles.
- Strong programming expertise in Python, solid SQL, and strong software engineering fundamentals (APIs, testing, CI/CD, code quality).
- Demonstrated experience building and deploying AI/ML systems into production with measurable outcomes.
- Hands-on experience building LLM applications (RAG/agents/tool calling) and implementing evaluation/monitoring practices.
- Familiarity with Responsible AI practices: privacy, security reviews, model risk management, bias/fairness, and explainability.
- LLM Apps: RAG, agents, tool/function calling, prompt engineering, evaluation harnesses, guardrails
- Languages: Python (required), SQL (required)
- Cloud: Azure (deployments, security, observability, CI/CD)
- Ops: Monitoring, incident response, SLO/SLA management, cost optimization
- Data: ETL/ELT, distributed processing concepts, data quality frameworks
- Doctorate (Academic) Degree and 0 years related work experience;
- Master's Level Degree and related
- of 3 years;
- Bachelor's Level Degree and related
- Swing Shift - 2-11pm