Member of Technical Staff - Code Generation
Embedding VC5 months ago
San Mateo, CA, USAMid Level / Senior
Responsibilities
- Design agentic systems including tool catalogs and program synthesis.
- Build evaluation frameworks for multi-step coding tasks.
- Ensure security and isolation in execution environments using Docker and network controls.
- Conduct supervised fine-tuning and dataset curation for code agents.
- Demonstrate improvements in agent performance through data-driven methods.
Requirements
- Experience in shipping agents that pass real repositories' test suites.
- Published research in agentic systems or code generation.
- Contributions to open-source frameworks or evaluation tools.
- Ability to build datasets from execution traces and demonstrate performance improvements.
- Strong understanding of supervised fine-tuning and reinforcement learning techniques.
Tech Stack
Docker