About the role
Requirements:
- Looking for 2-4 years of hands-on experience shipping RAG-based applications in production.
- Hands-on agentic AI: multi-step reasoning, tool/function calling, and orchestration (LangChain/LangGraph, Bedrock Agents, or equivalent).
- LLM engineering: prompt engineering, prompt chaining, embeddings, vector retrieval, and output grounding/evaluation.
- Backend development (Python and/or Java): services, APIs, and event-driven workflows.
- AWS: Lambda, Step Functions, API Gateway, S3 Bedrock; IAM, Secrets Manager, CloudWatch.
- Document parsing and multi-format ingestion (PDF, Word, Excel); vector/knowledge-base design (OpenSearch, RDS).
- Integrating enterprise/ALM tools such as Polarion (RTM); building system-to-system integrations.
- Independent ownership in an offshore delivery model with clear written communication.
Nice to Have:
- Healthcare/clinical/eCOA domain exposure and PHI compliance awareness.
- CI/CD (CodePipeline/CodeBuild), observability, and latency/cost optimization.
- Fine-tuning, reinforcement learning from feedback, and traceability/metadata tagging.