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ML for Natural Language Processing Intern

Bosch Group

ML for Natural Language Processing Intern

Sunnyvale, CA
Internship
Paid
  • Responsibilities

    Job Description

    • Research and develop state-of-the-art machine learning models for natural language processing tasks including information extraction, question answering
    • Collaborate with mentors and other colleagues to integrate the developed methods into prototype systems for Bosch applications
    • Summarize research findings in high-quality NLP conference papers (e.g., ACL, EMNLP, AAAI) and/or patent submissions
  • Qualifications

    Qualifications

    BASIC QUALIFICATIONS

    • Ph.D. or Master student on Computer Science, Electrical Engineering or related fields (Must be a current student or recent graduate – less than 1 year)

    • Strong background in natural language processing, machine learning and related fields

    • Hands-on experience of developing natural language processing models

    • Hands-on experience of deep learning technologies and familiar with state-of-the-art deep learning toolkits

    • Good communication and team-working skills

    • Proficient with Python programming

    PREFERRED QUALIFICATIONS 

    • Publication record in top NLP or machine learning venues (e. g. ACL, EMNLP, AAAI, NeurIPS, ICML). 
    • Experience on one or more of the following topics:
      • Experience on domain-specific NLP tasks
      • Experience on weakly supervised learning, semi-supervised learning and/or active learning
      • Experience on transfer learning/domain adaptation and/or data augmentation
      • Experience on interpretability and explainability of NLP models

     

    Additional Information

    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)