Work close to the problem
Start with the person who has to make the decision. Observe the workflow, learn its constraints, and understand why a seemingly small failure can matter. Good engineering begins with an accurate account of the problem.
Archetypal / Early careers
Start with consequential work.
Early careers
Develop practical skills in evaluation, systems engineering, governance, and human-centered AI alongside real research questions.
Make your work inspectable
Explain your assumptions, keep the experiment reproducible, and preserve evidence that could challenge your conclusion. A useful result should become clearer when another person examines it.
Build across disciplines
Governance problems cross software, policy, operations, and human behavior. Work with people whose expertise differs from yours and give their constraints the same attention as your own.
Own the consequence
Treat a released change as an operational responsibility. Think through permissions, failure modes, recovery, and the person who will have to interpret the result under pressure.
Learn from outcomes
Use tested experience to improve the next decision. Be precise about what the evidence establishes, what remains uncertain, and what would justify a different approach.
Bring a fresh perspective
Early-career contributors can ask questions that experienced teams stop noticing. Pair that curiosity with careful preparation, reproducible work, and the willingness to revise an initial idea.
Start with the work
Engineering
Contribute to application integration, policy interfaces, evidence systems, deployment tooling, and the reliability of the operating environment.
Research & evaluation
Study policy application, model behavior, human oversight, and the design of repeatable scenarios with clear evidence boundaries.
Mission & partnerships
Help connect operational problems to testable requirements and a productive collaboration between technical and mission teams.
Resources & collaboration
Bring your perspective.
Career areas describe the disciplines relevant to our work. Contact the team to discuss current opportunities; specific openings and terms are confirmed directly.
Start a conversation.
Tell us about the mission, the workflow, and the decision you need to govern.