Neura Robotics Gmbh
Locomotion & Whole-Body Control Engineer (human)
Metzingen / Riederich. Posted 6 months ago
The role
This role involves developing legged-robotics capabilities on humanoid quadruped platforms. You will work on trajectory optimization, MPC, and QP-based whole-body control for real-time execution on physical robots.
What you will do
- Whole-body motion generation and control for floating-base legged platforms
- Trajectory optimization and model-predictive control pipelines
- QP-based task-space inverse dynamics for executing whole-body control at 1 kHz
- Whole-body modelling for the platform
- Constraint formulation across the MPC and QP layers
- Solver performance work including warm-starting and numerical conditioning
- Deployment, tuning, and debugging of pipelines on physical robots
- High-performance C++ for real-time execution and Python tooling for analysis
Required qualifications
- MSc or PhD in robotics, controls, mechanical or electrical engineering, computer science, or a related field
- 4+ years of hands-on experience developing trajectory optimization, MPC for locomotion, and / or whole-body control on physical robots
- Strong foundation in floating-base articulated rigid-body dynamics and contact modelling
- Strong working knowledge of reduced-order locomotion models (LIPM, SRBD, centroidal dynamics, or equivalents) and their use inside MPC
- Strong foundation in optimal control, constrained numerical optimization, and model-predictive control for legged robots
- Hands-on experience with whole-body QP / TSID frameworks on real robot data
- Hands-on experience deploying real-time control / MPC / WBC pipelines at 500 Hz – 1 kHz on hardware
- Strong C++ for real-time robotics software
- Python for analysis, tooling, prototyping, and debugging
- Practical understanding of contact dynamics, actuator limits, latency, state-estimation error, solver failure modes, and model mismatch on real hardware
- Collaborative working style
Nice to have
- Hands-on experience on humanoids, quadrupeds, or other high-DOF legged robots
- Familiarity with Pinocchio, MuJoCo, Crocoddyl, IPOPT, TSID, OCS2, or similar open-source tools
- Hierarchical QP, weighted QP, task prioritization, contact force optimization, or operational-space control
- Contact planning, gait optimization, balance recovery; CPG-based or hybrid CPG / MPC controllers
- Multi-contact WBC: foot contact, bimanual grasping, or base-arm coordination
- Contact-consistent dynamics and impact-aware control transitions
- Experience with torque-controlled robots and high-bandwidth electric actuation
- Publications at RSS, ICRA, IROS, or CoRL in legged locomotion or whole-body control
About the company
neura-robotics-gmbh is growing its legged-robotics capability on NEURA's humanoid quadruped platforms.