Overview
Remote
$168,000 - $244,000
Full Time
Skills
Linux
AUTOSAR
Automobile
Automotive
python
C++
Motion
nonlinear programming
quadratic
convex optimization
Robotics
Job Details
Job Qualifications:
- MS, PhD preferred, in one of Control Theory / Robotics / Computer Science / Applied Math or a related field.
- 3+ years of experience developing controls/motion planning related algorithms and components in an industrial setting.
- Experienced with concepts from control theory, including linear/nonlinear systems, state estimation / Kalman filtering, model predictive control, data-driven system identification, time-series data processing, and data visualization.
- Familiarity with numerical optimization, quadratic/conic programming, convex optimization, nonlinear programming, and non-convex optimization.
- 3+ years of industry experience implementing C++/C and Python.
- Familiarity with Linux-based operating systems.
Preferred Skills:
- Proven experience in an industry setting with the implementation of reverse driving trajectory tracking control for vehicles
- Familiarity with vehicle dynamics and modeling, including longitudinal/lateral vehicle dynamics, tire modeling, EV drive-train / steer dynamics, etc.
- General familiarity with machine learning, including supervised learning, reinforcement learning, training/test validation, etc.
- Publications in Controls/Robotics or Autonomous Driving conferences/journals (CDC, ACC, TAC, CSL, Automatica, IROS, ICRA, CoRL, RAL, TRO, IV, ITSC, T-ITS)
- Familiarity with SQL, Looker, MATLAB/SimuLink
- Familiarity with GitLab, Bazel, VSCode / CLion
- Familiarity with AV industry simulation tooling
- Familiarity with CAN communication protocol, AUTOSAR, AURIX
- Familiarity with real-time kinematic (RTK) GPS localization
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