ML Research Resident
Core
Designing and testing computational procedures (operators) to improve a knowledge state over thousands of iterations for a research agent that uses unlimited test-time compute.
Role type
Research Resident (ML/AI)
Builds
Computational procedures for a research agent capable of transparent, verifiable reasoning over long horizons.
Domain
Artificial Intelligence, Large Language Models, Automated Reasoning
Deliverable
production ML models
Required skills
LLMs, systematic reasoning, verifiable reasoning, software engineering, novel abstractions, automated reasoning
Preferred skills
AI transparency, deep learning, research methodology
Technologies
LLMs, transformers
Responsibilities
Design and test improvement operators that maintain stability over 1000+ iterations, demonstrate reliable iteration on simple cases before scaling to complex reasoning tasks, develop systems for legible reasoning over long horizons.
Seniority
Research Resident (Contract/Residency)
