Senior Software Engineer - Perception

📋 Description

• Design, train, deploy DL models for 3D object detection across sensors.
• Build multi-sensor fusion architectures that combine streams.
• Characterize failure modes; build eval sets and hill-climb metrics.
• Build and operate the data engine: shadow-mode, data mining, retraining.
• Contribute to camera- and LiDAR-based localization under degraded conditions.
• Follow full safety validation before deployment to public roads.

🎯 Requirements

• Bachelor's or Master's in CS, Robotics, EE, or related field.
• 5+ years in ML-based perception, CV, or robotics.
• Strong Python and C++ proficiency.
• Hands-on experience training and deploying DL models in production (PyTorch).
• Classical perception: multi-object tracking, state estimation, 3D geometry.
• Nice to have: multi-sensor calibration and fusion experience.

🎁 Benefits

• In-office company with occasional remote flexibility.
• Collaborative team on autonomous systems; growth opportunities.