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Master's Thesis: Grounding LLM/VLM Behavior in Semantic Data Models

Job

  • Level
    Junior
  • Job Field
    Data
  • Employment Type
    Full Time
  • Contract Type
    Internship / school internship
  • Location
    Munich
  • Working Model
    Onsite
  • Job Summary

    In this role, you will support the formulation of research questions, design and conduct studies, and explore the integration of semantic data models with LLMs and VLMs for vehicle-specific use cases.

    Your role in the team

    • Our team in the Applied Research department investigates and prototypes artifacts that enable more deterministic behavior of Large Language Models (LLMs) and Visual Language Models (VLMs).
    • A robust, consistent AI-driven vehicle architecture depends on high-quality data and well-defined controlled vocabularies.
    • You will support the formulation of a valid research question aligned with an appropriate research methodology.
    • Furthermore, you help to design and execute a study to answer the research question.
    • In addition, you contribute to conducting a state-of-the-art review and analysis.
    • Moreover, you will assist in exploring combinations between semantic data models and LLMs/VLMs.
    • You will also support the design and execution of experiments with vehicle-related use cases.

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    Our expectations of you

    Education

    • High degree of self-motivation and strong organizational skills.

    Qualifications

    • Studies in computer science, information technology, or a related field.
    • Vertrautheit mit Visual Language Models (VLMs).
    • Knowledge of semantic data models and controlled vocabularies.
    • Vertrautheit mit RDF-basierenden Knowledge Graphs (KGs).
    • Very good English language skills.

    Experience

    • Programming experience and previous experience with LLM-related projects.

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    What we offer

    • Umfassendes Mentoring & Onboarding.
    • Personal & professional development.
    • Flexible working hours.
    • Mobile work.
    • Attractive & fair compensation.
    • Apartments for students (subject to availability & only at the Munich location).

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    Benefits

    Work-Life-Integration

    Health, Fitness & Fun

    Topics You Will Work On

    Job Locations

    • Location Munich

      Bayern

      Germany

    About Your Employer

    BMW AG

    BMW AG

    Our world-leading premium automotive brands BMW, MINI, Rolls-Royce and our motorcycles, along with our comprehensive range of high-quality financial and mobility services make us a unique provider.

    Description

  • Company Type
    Established Company
  • Working Model
    Hybrid, Onsite
  • Industry
    Vehicle Manufacturing, Supplier, Industry, Production
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    Logo BMW AG

    Master's Thesis: Grounding LLM/VLM Behavior in Semantic Data Models

    Location
    Munich
    Working Model
    Onsite
    Diversity
    Open for all genders
    English Only
    English only required

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