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Research Intern: Visual Analytics & XAI for Foundation Models & Prompt Tuning

Bosch Group

Research Intern: Visual Analytics & XAI for Foundation Models & Prompt Tuning

Sunnyvale, CA
Internship
Paid
  • Responsibilities

    Job Description

    • Conduct advanced research and engineering in visual analytics and eXplainable AI (XAI) for related business domains of autonomous driving, connected vehicles, Industry 4.0, IoT, car multimedia etc.
    • Apply research results to real-world use cases with high quality implementation
    • Integrate the resulting systems/software into existing Bosch platforms
    • Summarize research findings in high-quality paper and patent submissions
  • Qualifications

    Qualifications

    Required:

    • Ph.D students in Computer Science or related fields
    • Major in visual analytics, eXplainable AI (XAI), applied machine learning with foundation models background
    • 2+ years’ experience in full stack web development with both frontend (e.g., React, Vue.js, and D3.js) and backend (e.g., Flask, Django)
    • 2+ years’ programming experience with one or more scripting or statistical programming languages (e.g., Python, R)

    Desired:

    • Publication record in top venues of visualization, or machine learning research (e.g., IEEE VIS, TVCG, SIGKDD, NeurIPS, CVPR, AAAI, ICML, and ICLR);
    • Knowledge in machine learning, foundation models and prompt tuning with application to eXplainable AI, high-dimensional data analysis, event sequence/log mining and computer vision
    • Familiar with one or more main-stream machine learning platforms (e.g., scikit-learn, TensorFlow, and PyTorch)
    • Experience in human-in-the-loop and human-AI teaming research methods
    • Experience in conducting mixed-method user research (e.g., surveys, controlled experiments, interviews, etc)
    • Knowledge in interaction and user experience design
    • Good communication and teamwork skills

    Additional Information

    • The U.S. base salary range for this intern position is $26.00-$66.00 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.

    All your information will be kept confidential according to EEO guidelines.

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

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

    · FIRST Robotics (For Inspiration and Recognition of Science and Technology)

    · AWIM (A World In Motion)

    Indefinite U.S. work authorized individuals only. Future sponsorship for work authorization unavailable.