Intern, 3D Perception

San Jose, CA

Mercedes-Benz R&D North America

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At Mercedes-Benz Research & Development North America (MBRDNA), we are committed to delivering world-class automotive technologies that push the boundaries of what is possible. Our teams of highly skilled engineers and designers use cutting-edge software and technology, to enhance the driving experience and reduce environmental impact. 
We are seeking a highly motivated intern to join our AD Perception team, focusing on 3D perception and 3D reconstruction for autonomous driving. This role is ideal for candidates with a strong research background who are eager to apply their expertise in machine learning and computer vision to real-world challenges. You will work closely with a multidisciplinary team of researchers and engineers to develop innovative models and algorithms that enhance our perception stack.

Job Responsibilities:

  • Develop machine learning methods for accurate 3D perception and reconstruction.
  • Enhance multi-sensor fusion approaches (LiDAR, camera, radar) for improved environmental understanding.
  • Evaluate and optimize algorithms on real-world autonomous driving datasets.
  • Collaborate closely with researchers and engineers to integrate solutions into the AD perception stack.
  • Present research findings and contribute to publications or internal reports.

Minimum Qualifications:

  • MS degree in Major in Computer Science, Electrical Engineering, Robotics, or a related field, with a strong focus on machine learning and computer vision.
  • Major in Computer Science, Electrical Engineering, Robotics, or a related field, with a strong focus on machine learning and computer vision.
  • Demonstrated experience in developing and training deep learning models, particularly in 3D scene understanding and reconstruction.
  • Solid understanding of concepts of SLAM, NeRF, and Gaussian Splatting.
  • Strong programming skills in Python and familiarity with deep learning libraries (e.g., PyTorch, TensorFlow).
  • Masters + 3 yrs / PhD or Minimum years of experience required 5 years

Preferred Qualifications:

  • Currently pursuing or recently graduated from a PhD program in Computer Science, Electrical Engineering, Robotics, or a closely related discipline
  • Publication record in reputable AI/ML/CV/NLP conferences or journals
  • Experience with Autonomous Driving algorithms and systems
Benefits/Perks:•  PTO• Sick Time
Additional Information:The current hourly rate for this position is as follows and may be modified in the future: $28/hr (Undergraduate Students)/$32/hr (Graduate Student)
Why should you apply?Here at MBRDNA, you create digital ecosystems around cars, you design a language between humans and machines, you make a car even more intelligent - you make the new reality for cars. MBRDNA was honored as one of the "Best Places to Work" by BuiltIn in January 2024, a testament to our commitment to creating an exceptional work environment. At each of our offices, we foster a culture of collaboration and continuous learning, ensuring every team member can thrive and innovate.
Benefits for Full-Time* Employees Include: • Medical, dental, and vision insurance for employees and their families • 401(k) with employer match • Up to 18 company-paid holidays • Paid time off (flexible time off for salaried employees), sick time, and parental leave • Tuition assistance program • Wellness/Fitness reimbursement programs * Internships & Contractors excluded from Full-Time Employee benefits

MBRDNA is an equal opportunity employer (EOE) and strongly supports diversity in the workforce. MBRDNA only accepts resumes from approved agencies who have a valid Agency Agreement on file. Please do not forward resumes to our applicant tracking system, MBRDNA employees, or send to any MBRDNA location.  MBRDNA is not responsible for any fees or claims related to receipt of unsolicited resumes.
Mercedes-Benz Research and Development North America, Inc.PRIVACY NOTICE FOR CALIFORNIA RESIDENTShttps://mbrdna.com/california-employee-privacy-notice/

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Tags: 3D Reconstruction Autonomous Driving Computer Science Computer Vision Deep Learning Engineering Lidar Machine Learning NeRFs NLP PhD Privacy Python PyTorch Radar R&D Research Robotics SLAM TensorFlow

Perks/benefits: 401(k) matching Career development Conferences Fitness / gym Flex vacation Health care Medical leave Parental leave Wellness

Region: North America
Country: United States

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