Perception Engineering Intern

Bosch GroupSunnyvale, CA
2d$42 - $52

About The Position

The Bosch Research and Technology Center North America, with offices in Sunnyvale, Pittsburgh, and Cambridge, is part of the global Bosch Group, a company with over 70 billion Euro in revenue, 400,000 employees worldwide, a very diverse product portfolio, and a history spanning over 125 years. The Research and Technology Center North America (RTC-NA) provides innovative technologies in various Bosch business fields such as energy technologies, internet technologies, circuit and advanced MEMS design, semiconductors and wireless, and artificial intelligence. As a part of the global research organization, our research department in Silicon Valley focuses on scalable and assistive AI. We develop solutions for Bosch products and services in the automated driving, advanced driver assistance systems (ADAS), robotics, manufacturing, enterprise AI, health care, smart home and building, and manufacturing domains. Our AI systems engineering team is looking for a motivated intern who is passionate about building and deploying state-of-the-art perception models. Your work will help bridge the gap between research and product, bringing new innovations to Bosch business units at scale. We Are Bosch. At Bosch, we shape the future by inventing high-quality technologies and services that spark enthusiasm and enrich people’s lives. Our areas of activity are every bit as diverse as our outstanding Bosch teams around the world. Their creativity is the key to innovation through connected living, mobility, or industry. Let’s grow together, enjoy more, and inspire each other. Work #LikeABosch Reinvent yourself: At Bosch, you will evolve. Discover new directions: At Bosch, you will find your place. Balance your life: At Bosch, your job matches your lifestyle. Celebrate success: At Bosch, we celebrate you. Be yourself: At Bosch, we value values. Shape tomorrow: At Bosch, you change lives. Do you want beneficial technologies being shaped your ideas? Whether in the areas of mobility solutions, consumer goods, industrial technology or energy and building technology - with us, you will have the chance to improve quality of life all across the globe. Welcome to Bosch.

Requirements

  • 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.

Nice To Haves

  • 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.

Responsibilities

  • 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.
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