Senior/Staff Full Stack AI Engineer
RemoteUnited States
United StatesRemoteFull TimeSenior LevelSmall
Full TimeSenior LevelSmall
Job Summary
Prototype, build, and productionize end-to-end AI features across the full stack, including voice AI interviewers, automatic coaching, skills matrices, and natural language assistants. Design prompt chains, retrieval flows, eval harnesses, and quality feedback loops while constructing backend systems, APIs, and data models to support these workflows. Evaluate outputs for accuracy, tone, safety, and latency, then iterate quickly based on real customer usage and feedback. Partner with Product and Design to shape user experiences, making pragmatic technical decisions that balance speed, reliability, and product quality.
Required Qualifications
- Real-world experience building generative AI applications end to end
- Experience with prompt engineering, prompt chains, evals, retrieval/vector search, and LLM-powered workflows
- Strong full-stack engineering skills, especially in Python and JavaScript/TypeScript
- Comfort designing backend logic, data models, APIs, and system architecture
- Experience working with both structured data, such as SQL, and unstructured data, such as transcripts, documents, and raw text
- Strong product instincts and the ability to reason from the customer's perspective
- The ability to move quickly and independently while knowing when to collaborate, pair, or pull others in
- Strong judgment around what LLMs are good at, where they fail, and how to design product experiences that use them well
Hiring someone like this?
Get your role in front of qualified candidates on Sorce.