Automated Driving Machine Learning Intern

Bosch Group

Automated Driving Machine Learning Intern

Sunnyvale, CA
Internship
Paid
  • Responsibilities

    Job Description

    We are seeking an individual to conduct advanced engineering in 3D perception and machine learning to address challenges in automated driving. The candidate will have the opportunity to:

    • Design and extend state-of-the-art machine learning models, for specific ADAS applications.
    • Create and curate internal datasets.
    • Adapt existing models trained using public datasets to use internally generated data.
    • Perform large-scale data processing.
    • Perform basic data mining.
    • Evaluate and document model performance of different methods.
  • Qualifications

    Qualifications

    Required:

    • Currently pursing a Masters. or Ph.D in Computer Science or Engineering
    • 1+ years of research and engineering experience for computer vision and machine learning algorithms (e.g. DNN, RNN, GNN, GAN, ViT, etc).
    • 1+ years of research and engineering experience working with VLM/LLM architectures.
    • Knowledge of automated driving software stack components (e.g. Perception and Localization).
    • Programming experience in Python and C++, and hands-on experience with libraries such as PyTorch and OpenCV.
    • Demonstrated willingness and ability to learn and grasp new concepts quickly.
    • Self-starter and self-motivated.
    • Minimum GPA of 3.0

    Preferred:

    • Experience working with open-source autonomous driving datasets.
    • Experience with geographic data (WGS84/UTM).
    • Experience working with various sensor modalities including cameras and LiDAR.
    • Experience developing deep learning architectures and performing model optimization.

    Additional Information

    The U.S. base salary range for this intern position is $32.00 - $63.00/hr. Within the range, individual pay is determined based on several factors, including, but not limited to, type of degree, work expierence 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.

    _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.