Job Role: AI Engineer
Job Location: Lake Mary, FL (3 Days Onsite)
Job Type: Contract
Need 11+ Years of experience resumes.
Job Description:
- Python Intermediate/Advanced - async programming
- API Development - Fast API
- Writing production-grade, scalable code
- Testing (unit, integration)
- Debugging complex distributed system
- LLM Fundamentals
- Prompt Engineering
- Tokenization, context windows
- Model selection
- Handling hallucinations and grounding responses.
- Retrieval-Augmented generation (RAG)
- Document Ingestion and preprocessing
- Chunking Strategies (semantic, recursive, sliding window)
- Embeddings
- Vector database - pgvector
- Hybrid search (keyword (BM25) + semantic)
- Re-ranking and relevance tuning.
- Agentic Frameworks and Orchestration.
- Multi-agent coordination
- Memory Management
- Workflow orchestration
- Evaluation and Observability
- LLM Evaluation metrics (accuracy, faithfulness and relevance)
- Prompt/version tracking
- Logging and Tracking
- Human in the loop (HITL) feedback loops
- Deployment and MLOPS
- Containerization (Docker)
- CI/CD pipelines
- Monitoring