Letta
Research Engineer / Scientist, Self-Improvement
San Francisco Office. Posted 15 months ago
The role
You will develop methods for agents that self-improve after training. You will work with a team of AI researchers and engineers to advance the field through open publishing of research.
What you will do
- Developing prompt optimization and system prompt learning methods that allow agents to continuously learn from long-horizon tasks
- Developing methods allow agents automatically generate and test out hypotheses in an environment, or seek out and improve their own weaknesses
- Improving the efficiency of learning from long-running agentic tasks
- Designing and running experiments to measure self-improvement scalably
Required qualifications
- Expertise in machine learning, in particular LLMs and continual learning
- Familiarity with agent frameworks and prompt optimization
- Track record of impactful research (breakthrough publications and/or open-source contributions)
- Ability to balance execution speed with empirical rigor
- Real-world impact beyond pure academic work
About the company
Letta was founded by the creators of MemGPT from UC Berkeley’s Sky Computing Lab. The company is building self-improving artificial intelligence.