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AIM is terraforming this planet with cutting-edge autonomy. We're seeking talented and passionate engineers to join our team and advance the "eyes" of our next-generation earthmoving robots. You will play a critical role in endowing these machines with the ability to perceive and understand their complex environments, ensuring safe and efficient operation in challenging real-world conditions.

Responsibilities

• Advance AIM’s perception stack and sensor fusion algorithms
• This involves breaking new ground as earth moving machines don’t merely navigate on existing mapped roads – they modify and build the environment as they work which poses interesting novel challenges
• Research and development of state-of-the-art machine learning methods
• Comfortable with hands-on applications on machines deployed in the field

Qualifications

• Proven track record of deployed ML-based perception systems, ideally on autonomous vehicles
• Excellent grasp of machine perception methods in 2D and 3D (depth sensing)
• Real-world experience with localization and SLAM state-of-the-art methods
• Experience shipping production models
• Solid mathematical foundation of machine learning
• Excellent software development skills in python
• Proficiency in Tensorflow or PyTorch
• Creativity and curiosity for solving complex problems
• Ideal candidate will have additional experience in several of the following areas
• Reinforcement learning
• Robotics
• Radar based perception
• Point cloud processing
• Perception sensor calibration techniques (camera, lidar, radar, etc.)