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Autonomous Driving Research Intern – Perception and Planning

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Bosch

Jan 29, 2024

Applications are closed

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

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

FAQs

What is the primary focus of the Autonomous Driving Research Intern role at Bosch?

The primary focus of the role is to contribute to AI research in areas such as foundation models, big data visual analytics, explainable AI, computer vision, and autonomous driving, with the goal of developing scalable, intelligent, and trustworthy AIoT solutions for Bosch products and services.

What specific technologies and areas does the Computer Vision group work on?

The Computer Vision group works on cutting-edge technologies and prototypes in multimodal understanding, vision foundation models, autonomous driving, robotics, and mixed reality. Their expertise includes 3D perception, object detection, segmentation, tracking, pose estimation, sensor fusion, reinforcement learning, and adaptive robot control.

What types of projects or challenges will the intern be involved with?

The intern will be involved with innovative solutions to challenging problems in areas related to autonomous systems, such as enhancing user experience, developing advanced perception algorithms, and improving planning capabilities within the domains of automated driving and robotics.

Will the intern have the opportunity to collaborate with others?

Yes, the intern will collaborate with internal partners across different Bosch business units to transfer research solutions into future products and actively engage with leading academic and industrial groups to promote research ideas.

Are there opportunities for publishing research findings during this internship?

Yes, the internship provides opportunities to publish research findings in internationally renowned conferences and journals, such as CVPR, ICCV, ICRA, IROS, RSS, ISMAR, ECCV, NeurIPS, ICLR, AAAI, and SIGGRAPH.

In what areas can the skills learned in this internship be applied?

The skills learned in this internship can be applied in various areas, including automated driving, advanced driver assistance systems (ADAS), robotics, smart manufacturing, enterprise AI, healthcare, and smart home solutions.

What is the significance of the position being part of a global research team?

Being part of a global research team emphasizes the collaborative and diverse approach to tackling complex challenges in AI and perception, enabling the intern to gain insights from a wide range of perspectives and expertise.

What background or skills are required for this internship?

While specific qualifications are not detailed in the job description, a background in fields such as AI, computer vision, robotics, or related technical disciplines, along with skills in programming and data analysis, would likely be beneficial.

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Bosch

Engineering & Construction
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.

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