Design, build, and operate systems in customer-facing production environments
Translate ambiguous business and customer problems into prototypes & technical specs
Track AI capabilities and apply them where they create clear leverage
Own the full application lifecycle: product discovery, experimentation, evaluation, deployment, and monitoring
Own system design, tradeoffs, and long-term scaling and maintainability
Build code bases that are legible to agents and other developers; drive the organization forward on tooling
Partner with product managers to enhance their product vision, including with AI-native solutions

2+ years in software engineering or applied AI
Experience working with AI development tools in full-stack applications
Experience designing AI-based solutions to real workflows
Working knowledge of cloud and frontier AI platforms
Degree in Computer Science, Engineering, Data Science, or a related field (Nice to Have)
Experience operating AI systems in production, with attention to evaluation, cost, and performance tradeoffs (Nice to Have)
Background in high-ambiguity environments with proximity to customers (e.g., early-stage startups, forward-deployed engineering, internal product teams) (Nice to Have)
Experience in large-scale Python, C#, and TypeScript codebases (Nice to Have)
Experience integrating AI solutions into existing, established products (Nice to Have)
Experience working with healthcare, regulated, or sensitive data (Nice to Have)

AI Engineer

Key skills