Senior AI-Native Full-Stack Software Engineer

Responsibilities

• Industrialize prototypes into production services on Azure AI Foundry and Azure OpenAI, moving from build-ready packs to systems real users depend on within weeks
• Build agentic systems using orchestration frameworks, RAG pipelines, vector databases, knowledge graphs, and MCP-based tool integration, chosen by need and engineered for change
• Establish the eval harness first, with golden sets, regression evals, and guardrail tests wired into CI to measure quality on every change
• Engineer guardrails including input/output filtering, grounding and citation, PII protection, rate limits, and human escalation paths
• Deliver full-stack solutions across Python, Java Spring Boot services, and TypeScript/Angular front ends without relying on separate ownership layers
• Run production engineering end-to-end, covering CI/CD, observability with traces on every LLM call, and cost and latency management
• Absorb model-version churn by design, ensuring systems remain resilient as underlying models evolve
• Build security and compliance into the system, respecting data classification boundaries in prompts, stores, and logs, externalizing secrets, and ensuring every AI decision is auditable
• Iterate from real usage through hypercare, tuning, and fixes based on evidence, then package successful patterns for future use

Languages