7+ years of software engineering experience, with strong expertise designing, building, and operating reliable production systems, scalable services and APIs, and well-defined system architectures
Experience designing and operating distributed systems for complex workflows, including orchestration, asynchronous processing, job execution, retries, event-driven architectures, long-running processes, and failure recovery
Familiarity with AI, LLM, or agentic systems, including concepts such as tool use, context retrieval, evaluation, or model orchestration
Strong focus on production quality, including observability, reliability, testing, security, maintainability, and incident response
Strong communication skills, with the ability to produce clear technical documentation and collaborate cross-functionally
Experience working full stack or collaborating closely on product-facing frontend experiences
Deeper AI/ML experience, especially with LLM evaluation, experimentation, embeddings, retrieval systems
Experience with knowledge graphs, graph-based data modeling, entity resolution, or relationship-aware retrieval systems