General Application

About Tekton Dynamics

AI control layer for welding robots

Tech

We are building the "neural stack" for industrial robotics—moving beyond rigid automation toward machines with human-level intuition. The Tech Challenges: - High-Fidelity Perception: Developing a custom hardware/software stack for sub-millimeter 3D environment reconstruction. - Foundational Robotic Manufacturing Models: Training proprietary control models using a massive flywheel of simulation and exclusive real-world industrial data. - Advanced Policy Learning: Pushing the boundaries of RL, Behavioral Cloning, and Supervised Learning to close the sim-to-real gap. We don’t just deploy sensors; we build the closed-loop systems that allow robots to see, reason, and act in complex, high-precision environments.

The role

**General Application**We don't always have a role posted for every skill we need, but we're always interested in exceptional people. If you're outstanding at something (e.g. perception, motion planning, robotics, controls, simulation, ML, welding, or sales) and you don't see your role listed, this is the place to reach out.Tell us what you're great at, what you want to work on, and why autonomous manufacturing is the problem you want to spend your time on. Send a CV or portfolio and a few lines on what you'd want to build here.We read every application.