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Foundation Models for Autonomous Driving - Intern

Foundation Models for Autonomous Driving - Intern

Bosch Group IncSunnyvale, CA, United States
5 days ago
Job type
  • Full-time
Job description

Company Description

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.

The Bosch Research and Technology Center North America with offices in Sunnyvale, California, Pittsburgh, Pennsylvania, and Cambridge, Massachusetts is a part of the global Bosch Group (www.bosch.com), a company with over 70 billion euro 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) is dedicated to providing technologies and system solutions for various Bosch business fields, primarily in the field of artificial intelligence, energy technologies, internet technologies, circuit design, semiconductors and wireless, as well as advanced MEMS design.

As a part of the global research, our AI research in Silicon Valley focuses on Foundation Models, Big Data Visual Analytics, Explainable AI (XAI), Natural Language Processing, Computer Vision & Mixed Reality, Cloud Robotics, Data Science, AI System Engineering, Time-series Analysis. We develop scalable, intelligent, and trustworthy AIoT solutions for Bosch products and services in application areas such as automated driving, advanced driver assistance systems (ADAS), robotics, smart manufacturing, enterprise AI, health care, smart home and building solutions.

Originating from the AI research in Silicon Valley, our Intelligent Autonomous Systems group is responsible for enabling future autonomous Bosch products by developing cutting-edge technologies and prototype systems in the fields of autonomous driving, automation and robotics. These include methods for 3D Perception, knowledge distillation, multimodal learning, and motion prediction / planning as well as systems for making these technologies work on real products by building frameworks that take advantage of technologies in the field of reliable distributed computing. We work with internal partners of different Bosch business units to transfer our solutions into future products. We also actively collaborate with leading groups in academia and industry to promote research ideas and publish research findings in internationally renowned conferences and journals such as CVPR, ICCV, ECCV, ICML, ICLR, and NeurIPS.

Job Description

In this internship, some responsibilities will include :

  • Conduct advanced research and engineering in multimodal LLMs, 3D perception, knowledge distillation, and diffusion models 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
  • Qualifications

    Basic Qualifications

  • Ph.D. student in Computer Science or related fields
  • Minimum 3.0 GPA
  • Hands-on experience on developing computer vision and machine learning algorithms with focus on at least two of the following areas : multimodal foundation models, diffusion models, reinforcement learning detection / segmentation, 3D scene understanding, autonomous driving, and sensor fusion.
  • Solid Python skills and proficient with libraries such as MMCV, and PyTorch.
  • Preferred Qualifications

  • Publication record in top venues including CVPR, ICCV, ECCV, ICML, ICLR, and NeurIPS.
  • Familiar with SOTA vision and learning methods of multimodal LLMs, diffusion models, Diffusion Models, knowledge distillation, and so on.
  • Able to work independently, has strong research and problem-solving skills
  • Strong background in math and statistics is a plus.
  • Good communication and teamwork skills
  • Additional Information

    Equal Opportunity Employer, including disability / veterans

    The U.S. base salary range for this intern position is $45.50-$60.00 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.

  • Bosch adheres to Federal, State, and Local laws regarding drug-testing. 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.
  • Your well-being matters at Bosch! We offer a competitive compensation and a benefits package designed to empower you in every area of your life. This includes premium health coverage, a 401(k) with generous matching, resources for financial planning and goal setting, ample paid time off, parental leave, and comprehensive life and disability protection. We're investing in your success!

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    Model • Sunnyvale, CA, United States

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