Posted 14 August, 2026
Must-have: Strong proficiency in Java for production backend services (Spring Boot, microservices architecture) Strong proficiency in Python for AI/ML development (agentic frameworks, scripting, service integration) Hands-on experience building systems that use LLMs in production: API integration, prompt management, streaming, error handling, cost management Experience with at least one of: agentic frameworks (LangGraph, LangChain, or similar), RAG pipelines, or AI orchestration systems Proven ability to design scalable, reliable distributed systems with strong observability (logging, metrics, tracing, alerting) Experience with CI/CD pipelines and modern SDLC practices: automated testing, quality gates, deployment automation Experience with cloud platforms (AWS or Azure), including managed AI/ML services Technical leadership experience: design reviews, mentorship, and setting engineering standards for a team
