Engineering & ML
Build the models, systems and infrastructure that connect organizational understanding to action.

Bring your curiosity, your craft and your care for the consequences. Help us turn better understanding into better decisions.
Engineering. Research. Product. Human judgment.
Good work starts with people who care.
We are interested in people who bring depth, curiosity and judgment. These are areas of contribution, not a list of advertised vacancies.
Build the models, systems and infrastructure that connect organizational understanding to action.
Work on causality, evaluation, uncertainty, knowledge and the boundaries of reliable reasoning.
Make complex decisions understandable, inspectable and useful to the people who must make them.
Connect the work to real customer problems, useful collaborations and a healthy operating organization.
Four steps. Honest at every one.
Explore the research and our point of view. Decide whether the questions we work on matter to you.
Tell us who you are, what you have built and what you would like to contribute.
Talk through a problem, the choices you made and what you learned when reality challenged the plan.
Explore the fit honestly, including the strengths, gaps and conditions needed to do good work.
Tell us what you would bring.
Share the work you are proud of, the problems you care about and where you think you could contribute. No prescribed format.