Senior Robotics Engineer State Estimation, VIO & Sensor Fusion

Promethion Industries is a European defence technology company building autonomous supremacy systems for aerial and multi-domain operations. Our mission is to enable decisive autonomy for NATO-aligned forces through tightly integrated autonomy stacks designed and built in Europe. Our focus is defensive and counter-system capabilities including anti-UAS and resilient autonomy under contested conditions.

• Build the state-estimation and sensor-fusion backbone of our autonomous aerial systems.

• Develop robust vehicle-state estimation for high-dynamic flight and GNSS-degraded or GNSS-denied environments.

• Fuse IMUs cameras optical flow airspeed GNSS barometers and other sensors into reliable low-latency estimates.

• Develop integrate and deploy VIO visual odometry ego-motion optical flow and inertial-estimation approaches.

• Own temporal calibration sensor synchronisation coordinate frames and estimator consistency.

• Diagnose drift bias observability and timing problems from first principles.

• Work directly with real flight logs and hardware to reproduce estimator failures and rapidly improve performance.

• Build graceful degradation when individual sensors become unreliable or unavailable.

• Quantify estimator uncertainty and expose meaningful confidence and health information to downstream autonomy and control systems.

• Evaluate alternative estimation architectures including direct velocity estimation and continuous-time approaches where they provide advantages at high dynamics.

• Strong practical experience in robotics state estimation localization or inertial estimation.

• Deep understanding of IMU-based estimation and multi-sensor fusion.

• Strong experience with EKF error-state filtering or comparable nonlinear-estimation techniques.

• Practical experience with VIO visual odometry optical flow or closely related systems.

• Strong understanding of rigid-body transformations and coordinate frames.

• Strong C skills.

• Experience deploying estimators onto real robots or vehicles.

• Strong understanding of sensor calibration and time synchronization.

• Experience analyzing raw sensor data logs and estimator performance.

• Ability to work with high-rate noisy and imperfect real-world measurements.

• High-speed UAV or fixed-wing experience.

• GNSS-denied flight.

• PX4 estimator experience.

• ROS2.

• GTSAM / Ceres / Eigen.

• Event-camera VIO or optical flow.

• Continuous-time estimation.

• Radar-aided or RF-aided estimation.

• Air-data integration.

• Aviation defence autonomous vehicles or space systems.

Even if you dont tick every box we encourage you to apply - wed love to hear from you.