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Autonomous Driving Research Intern – Perception and Planning

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Bosch

Jan 29

  • Internship
    Full-time
    Off-cycle Internship
  • Research & Development
    Data
  • San Francisco
  • Quick Apply

AI generated summary

  • The candidate must be a Ph.D. student or recent graduate in Computer Science or related fields with hands-on experience in developing computer vision and machine learning algorithms for autonomous driving. Strong programming skills in Python and/or C++ and proficiency in libraries such as OpenCV, Tensorflow, and PyTorch are required. Preferred qualifications include a publication record in top venues, experience with hardware systems and SOTA vision and learning methods, familiarity with various input representations and BEV grid-based feature representation, as well as strong research, problem-solving, math, and communication skills.
  • The candidate will conduct advanced research in 3D perception and machine learning, apply results to real-world applications, integrate software into Bosch platform, and summarize findings in high-quality papers/patents.

Requirements

  • Ph.D. student in Computer Science or related fields (Must be a current student or recent graduate – less than 1 year)
  • Hands-on experience on developing computer vision and machine learning algorithms with focus on at least two of the following areas: autonomous driving, object detection/segmentation, 3D scene understanding, path predication & planning, localization, and sensor fusion.
  • Solid python and/or C++ programming skills and proficient with libraries such as OpenCV, Tensorflow, and PyTorch.
  • Preferred Qualifications:
  • Publication record in top venues including CVPR, ICCV, ICRA, ISMAR, ECCV, NeurIPS, ICLR, TVCG, SIGGRAPH.
  • Experience in working with hardware systems including sensors such as cameras, depth sensors, IMU, LIDAR, etc.
  • Familiar with SOTA vision and learning methods of self-supervised learning, ViT, GCN, NeRF, Diffusion, vision language models, and so on.
  • Familiar with vector/point-based input representations for learning
  • Familiar with BEV grid-based feature representation and end-to-end learning
  • Able to work independently, has strong research and problem-solving skills
  • Strong background in math and statistics
  • Good communication and teamwork skills

Responsibilities

  • Conduct advanced research and engineering in 3D perception and machine learning to address challenges in autonomous systems.
  • Apply research results to real-world applications with high quality implementation
  • Integrate the resulting system/software into existing Bosch platform
  • Summarize research findings in high-quality paper and/or patent submissions

Engineering
Industry
10,001+
Employees
1886
Founded Year

Mission & Purpose

The Bosch Group is a leading global supplier of technology and services. It employs roughly 421,300 associates worldwide (as of December 31, 2022). The company generated sales of 88.2 billion euros in 2022. Its operations are divided into four business sectors: Mobility Solutions, Industrial Technology, Consumer Goods, and Energy and Building Technology. As a leading IoT provider, Bosch offers innovative solutions for smart homes, Industry 4.0, and connected mobility. Bosch is pursuing a vision of mobility that is sustainable, safe, and exciting. It uses its expertise in sensor technology, software, and services, as well as its own IoT cloud, to offer its customers connected, cross-domain solutions from a single source. The Bosch Group’s strategic objective is to facilitate connected living with products and solutions that either contain artificial intelligence (AI) or have been developed or manufactured with its help. Bosch improves quality of life worldwide with products and services that are innovative and spark enthusiasm. In short, Bosch creates technology that is “Invented for life.” The Bosch Group comprises Robert Bosch GmbH and its roughly 470 subsidiary and regional companies in over 60 countries. Including sales and service partners, Bosch’s global manufacturing, engineering, and sales network covers nearly every country in the world. With its more than 400 locations worldwide, the Bosch Group has been carbon neutral since the first quarter of 2020. The basis for the company’s future growth is its innovative strength. At 136 locations across the globe, Bosch employs some 85,500 associates in research and development, of which nearly 44,000 are software engineers.