Intern, AD Perception

We are seeking a highly motivated intern to join our AD Perception team, focusing on scene understanding and generative modeling for autonomous driving. This role is ideal for candidates with a strong research background who are eager to apply their expertise in machine learning to real-world challenges. You will work closely with a multidisciplinary team of researchers and engineers to develop innovative models and algorithms that enhance our perception stack.

Job Responsibilities:

• Develop and optimize ML models for semantic segmentation, object detection, and 3D scene reconstruction.
• Research generative modeling techniques (e.g., GANs, diffusion models) for synthetic scene creation and data augmentation.
• Contribute to automated map generation and real-time updates using perception outputs.
• Work with large-scale multi-modal datasets (camera, LiDAR, radar) and enhance fusion approaches.
• Present research findings and contribute to publications or internal reports.

Minimum Qualifications:

• MS degree in Major in Computer Science, Electrical Engineering, Robotics, or a related field, with a strong focus on machine learning, computer vision, and/or natural language processing etc.)
• 5+ years of relevant work experience.
• Major in Computer Science, Electrical Engineering, Robotics, or a related field, with a strong focus on machine learning, computer vision, and/or natural language processing.
• Demonstrated experience in developing and training deep learning models, particularly in 3D scene understanding and reconstruction, map generation, or map-based perception.
• Solid understanding of state-of-the-art generative models.
• Strong programming skills in Python and familiarity with deep learning libraries (e.g., PyTorch, TensorFlow).

Preferred Qualifications:

• Currently pursuing or recently graduated from a PhD program in Computer Science, Electrical Engineering, Robotics, or a closely related discipline
• Publication record in reputable AI/ML/CV/NLP conferences or journals
• Experience with Autonomous Driving algorithms and systems

Benefits/Perks:•PTO•Sick TimeAdditional Information:The current hourly rate for this position is as follows and may be modified in the future: $28 (Undergraduate Students)/$32 (Graduate Students)