Job Title : AI Engineer
Location : Lake Mary, FL (Onsite) (Only Locals)
Duration : 12 + Months
Job Description:
Core Programming
- Python Intermediate/Advanced - async programming
- API Development - FastAPI
- 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
