Multi-Modal Foundation Models for Embodied Agents - Sunnyvale, United States - Bosch Group

Bosch Group Sunnyvale, United States

2 weeks ago

Description

Job Description

Job DescriptionCompany Description

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 ), 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 pushing the boundaries of robotics, automated driving and automation through key innovations that encompass system architecture and AI components. These include methods for localization, motion planning, high level task planning and decision making 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, ICLR, ICRA, IROS, RSS, NeurIPS and CoRL.

Job Description

Conduct advanced research in computer vision, natural language processing and AI based reasoning
Collaborate with experts at UC Berkeley and Bosch Germany
Apply research results to real-world applications with high quality implementation
Summarize research findings in high-quality paper and/or patent submissions

Qualifications

Basic Qualifications

Ph.D. student or highly qualified M.S. student in Computer Science, Robotics, or related fields (Must be a current student or recent graduate – less than 1 year)
Strong background in computer vision and/or natural language processing and its applications in robotics and other real-word domains.
Solid programming skills with Python and PyTorch
Cloud computing platform experience (i.e. AWS, Azure, Google Cloud)

Preferred Qualifications

Publication record in top venues (CVPR, ICLR, ICRA, IROS, RSS, CoRL, NeurIPs etc.)
Background in developing and deploying machine learning models
Background in cloud computation systems is a plus
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, experienced working with University Collaborators

Additional Information

The U.S. base salary range for this intern position is $43.00-$66.00 per hour. 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.

By choice, we are committed to a diverse workforce - EOE/Protected Veteran/Disabled.

BOSCH is a proud supporter of STEM (Science, Technology, Engineering & Mathematics)

FIRST Robotics (For Inspiration and Recognition of Science and Technology)
AWIM (A World In Motion)

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