AI / Python Developer

1) Programming & Engineering Excellence
* Python (advanced), APIs, pipelines, and AI orchestration
* Java/ReactJS (optional)
2) LLM & GenAI Engineering
* Hands-on experience with LLMs (preferably GPT models)
* Prompting patterns and structured outputs
* Model evaluation including accuracy/faithfulness checks, hallucination mitigation, regression testing
* Safety/guardrails patterns appropriate for enterprise use
3) Demonstrated ability to leverage GitHub Copilot for code acceleration:
* Rapid scaffolding of code, services, APIs, and development
3) Data Skills - SQL + SQL Server, Microsoft Fabric(optional)
* SQL skills
* Query authoring, joins, indexing awareness
* Ability to design data access patterns for AI
4) LLM & GenAI Engineering
* Hands-on experience with LLMs (commercial)
* Prompting patterns and structured outputs
* Strong experience implementing RAG architecture with ingestion pipelines, chunking strategies
* Vector database / vector search experience with Indexing, similarity search, metadata filtering
* Experience with MCP patterns, Standardizing tool/context access for models and agent runtimes
* Designing MCP servers/tool endpoints and integrating them into LLM apps
* Experience implementing agentic workflows, A2A patterns such as multi-agent collaboration (planner/executor/reviewer/retriever roles)
8) Cloud
* MS Azure Fabric preferred
9) Observability & Production Support
* Experience operating and supporting AI-enabled services in production:
o Logging, metrics, tracing (APM tools such as Datadog)
o Model/prompt monitoring, drift signals, quality regression detection