EPAM Systems India Private Limited
EPAM Systems - Senior/Lead Generative AI Engineer - LLM/RAG
- AI / ML
Chennai, भारत
Vacancy description
Worksconsultancy
Bangalore, भारत
Job Description : - Build LLM-powered document understanding features extracting structured, reliable data from unstructured enterprise documents- Own AI feature UIs end-to-end you build the interface, not just the model integration layer- Design and maintain an eval framework define what 'working' means for each AI feature and catch regressions before users do- Drive model selection and integration decisions choosing the right provider and approach for each use case, managing latency and cost- Own AI platform reliability observability, fallback behaviour, and graceful degradation when models fail- Work closely with product, customer success, and the full-stack engineer AI features only matter if they are usable and trusted by real usersTHE IMPACT YOU'LL MAKE : - You will define what AI means the features you ship will be the most visible and differentiated parts of the product- CS Copilot, if done well, changes how enterprise customer success teams operate every single day this is a high-stakes, high-visibility surface- You will establish the engineering culture around AI reliability evals, observability, and disciplined iteration- Your work will directly accelerate enterprise deals AI features are increasingly a buying criterion for our clients- You will be the person who brings engineering rigour to a domain where most companies ship demos and call it a featureMust-Haves : - Must have minimum 5+ years of total software development experience, with at least 2+ years working on Gen AI / AI / LLM-based features in production- Must have strong backend engineering experience using Python (FastAPI / Django preferred) and building production-grade systems- Must have hands-on experience building LLM-based applications, including OpenAI / Gemini / similar models in real projects- Must have experience with RAG (Retrieval Augmented Generation) including chunking, embeddings, and retrieval pipelines- Must have experience designing end-to-end AI pipelines, including chaining, tool usage, structured outputs, and handling failure cases- Must have experience building agentic AI systems (multi-step workflows, tool orchestration like LangGraph / CrewAI or custom agents)- Must have strong coding and system design skills, not just prompt engineering or experimentation- Must have experience shipping AI features in production, not just POCs or research projects- Must have experience working with APIs, backend services, and integrations- Must have understanding of AI system reliability, including latency, cost optimization, fallback handling, and basic eval thinking- Product companies / startups, preferably Series A to Series D- Mandatory (Note) - Candidate's overall experience should not be more than 7 Yrs- Mandatory (Tech Stack) Strong in Python + AI/LLM ecosystem, experience with modern AI tooling and frameworks (ref:hirist.tech)
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