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Visual Analytics & eXplainable AI - Intern

Bosch Group

Visual Analytics & eXplainable AI - Intern

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 and related fields
    • 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, data mining, or machine learning research (e.g., IEEE VIS, TVCG, SIGKDD, NeurIPS, CVPR, AAAI, ICML, and ICRL);
    • Knowledge in machine learning and data mining, 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

    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.