Senior ML Researcher
Drafted's Values
We're a small team working fully in-person in San Francisco. We value high-ownership builders who want to be a part of a talented, highly motivated team. We're guided by the following values:
- Own the mission. We take agency, act like owners, and see problems through to real outcomes.
- Build in the open. We value direct feedback, fast learning, and growth through honest collaboration.
- Move with care and speed. We iterate quickly while staying deeply respectful of our teammates.
- Seek the why. We challenge assumptions, think from first principles, and never stop asking questions.
- Design for everyone. We believe anyone should be able to design and build a home they love.
- Solve what matters. We embrace hard problems and create new paths forward when none exist.
The Role
As an ML researcher you'll contribute meaningfully towards advancing the capabilities for our foundational model. You'll work closely with teammates across both the engineering and research teams.
Example Projects
- Teach our ML model how to handle multiple layers of context and constraints to consider in the generation process (i.e. Structural engineering, Civil engineering, Electrical, etc).
- Figure out how to add direct to vector as an output of the model.
- Use RL to increase the accuracy of the model.
Ideal Experience
- Iterated on novel techniques for meaningfully improving some KPI for diffusion models.
- Provided code for reproducing said novel techniques if open sourced, otherwise worked with practitioners for productionizing the techniques.
How We Work
We work together in person, move quickly, and care deeply about the quality of what we ship. You should expect a high-trust environment with direct feedback, fast learning, and meaningful ownership.