Perception Engineering Intern

Job Description

During this internship, you will work with an international team of engineers and research scientists to develop and implement advanced, multi-task perception models as components of agent-based systems. A few of your responsibilities will include: 

• Research and apply innovative techniques to improve data efficiency and model performance.
• Optimize deep learning models and agent interference pipeline for efficient and scalable performance.
• Design and develop agent-based systems that integrate perception models with reasoning components.
• Contribute to the creation of a deployable software package and document research findings.

Qualifications

Required:

• Currently pursing a Master’s degree in Software Engineering, Computer Science, or related field.
• Minimum GPA of 3.0 
• Strong programming skills in Python and hands-on experience with deep learning frameworks such as PyTorch.
• Solid understanding of deep learning and computer vision fundamentals in autonomous or agent-based systems.
• Project experience in at least one of the following areas: object detection, semantic segmentation, 3D computer vision, multi-task learning, autonomous driving, or agent-based systems.
• Excellent problem-solving skills and attention to detail.
• Effective communication and collaboration skills.

Preferred:

• Experience with multi-agent systems.
• Experience with Bird's-Eye-View (BEV) perception models.
• Knowledge of self-supervised or semi-supervised learning techniques.
• Academic background in 3D geometry and multi-view camera systems.
• Experience with model optimization and deployment frameworks such as TensorRT and ONNX.

Additional Information

Equal Opportunity Employer, including disability / veterans.

The U.S. base salary range for this intern position is $42.00-52.00 hourly. Within the range, individual pay is determined based on several factors, including, but not limited to, type of degree, work experience and job knowledge, complexity of the role, type of position, job location, etc. Your Hiring Manager can share more details about the specific salary range for this position during the interview process.

Please note that employment is contingent upon the successful completion of a drug screen and background check. Candidates who have been offered the position must pass both screenings before their start date. 

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Culture and Benefits | Bosch in the USA