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Aviary Robotics

Founding Simulation Engineer

Posted Yesterday
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Hybrid
San Francisco, CA, USA
Entry level
Hybrid
San Francisco, CA, USA
Entry level
Build and own the robotics simulation stack, including physics-based dynamics models, closed-loop control and autonomy environments, disturbance scenarios, regression testing, and sim-to-real transfer methods. Collaborate with controls and autonomy engineers to validate algorithms before hardware testing. The role focuses on aerial robots operating in remote, hazardous, and critical infrastructure environments.
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About the company
We're an early-stage robotics startup building aerial robots that perform physical maintenance tasks in the field — work that today requires sending skilled crews to remote or hazardous sites. We're pre-seed, assembling our founding team, and moving fast toward our first paying pilot with a utility customer.

About the role
We're hiring a founding simulation engineer to build and own our simulation stack — from open-loop dynamics modeling to closed-loop control and autonomy testing. Your work will directly shape how fast we can iterate on control and autonomy without burning real-world flight/test time, and how confident we are before deploying to physical hardware.

What you'll do

  • Build and maintain open-loop dynamics models of the platform (rigid body + actuated mechanism dynamics)

  • Develop closed-loop simulation environments for control and autonomy testing, including disturbance and edge-case scenarios

  • Work with controls/autonomy engineers to validate algorithms in sim before hardware testing

  • Help build sim-to-real transfer methodology to shorten the gap between simulated and field performance

  • Instrument simulation environments for regression testing as the platform evolves

What we're seeking

Must have

  • Experience building physics-based simulation environments (e.g. MuJoCo, Gazebo, Isaac Sim, or custom)

  • Strong background in dynamics modeling and control theory (open-loop and closed-loop)

  • Comfortable working close to hardware — this isn't purely academic simulation work

  • Software engineering proficiency (Python and/or C++)

Nice to have

  • Experience simulating aerial, legged, or other dynamically unstable platforms

  • Background in sim-to-real transfer or domain randomization techniques

  • Prior experience at a robotics or autonomous vehicle company

  • Familiarity with grid, utility, or other critical infrastructure operating environments

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