Radar Sensing AI Research Intern at Bosch Group

Pittsburgh, Pennsylvania, United States -

Full Time

Start Date

Immediate

Expiry Date

13 Mar, 26

Salary

0.0

Posted On

13 Dec, 25

Experience

2 year(s) or above

Remote Job

Yes

Telecommute

Yes

Sponsor Visa

Skills

Radar AI, Signal Processing, Machine Learning, Deep Learning, Programming, PyTorch, HuggingFace, Hydra, Digital Signal Processing, Research, Collaboration, Memory-Efficient Models, Representation Learning, Publication, High-Quality Papers, HPC Platforms

Industry

Software Development

Description

Company 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 90 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 provides technologies and system solutions for various Bosch business fields, primarily in the field of artificial intelligence (for example, human-assisted AI, natural language processing, robotics, 3D perception, and AI platform), energy technologies, internet technologies, circuit design, semiconductors and wireless, as well as advanced MEMS design. The Bosch Research and Technology Center in Pittsburgh, PA is focused on the research and development of cutting-edge AI and sensing technologies that will shape the future of the company's products. This position is part of an ambitious effort to design and develop intelligent multi-modal sensing at the intersection of deep learning and signal processing, with diverse application domains ranging from physical security to intelligent and connected vehicles. Job Description Develop state-of-the-art Radar AI solutions using combination of classical signal processing and machine/deep learning-based approaches. Research and develop memory-efficient radar models, radar representation learning, novel interior sensing tasks. Collaborate with other researchers to integrate radar AI modules into the prototype systems. Summarize research findings in high-quality paper and/or patent submissions. Qualifications Currently enrolled as PhD student in Computer Science, Electrical Engineering, or related fields. 2+ years programming experience, proficiency in PyTorch (Lightning), HuggingFace (transformers), hydra. Broad knowledge of machine- and deep-learning algorithms and principles and state-of-the-art methods. Preferred Qualifications Experience using radar data in machine learning projects. Knowledge of digital signal processing principle and methods. Publication record in top machine learning and signal processing venues. Experience with HPC platforms and job managers (Slurm, IBM LSF). Additional Information Equal Opportunity Employer, including disability / veterans. *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.

Responsibilities

Develop state-of-the-art Radar AI solutions using classical signal processing and machine/deep learning approaches. Collaborate with other researchers to integrate radar AI modules into prototype systems and summarize findings in high-quality papers or patent submissions.