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BMWグループ

Intern Synthetic Data Generation for Autonomous Driving

BMW Group

Munich, Bavaria, Germany ・ パートタイム

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教育
Studies in Computer Science or Artificial Intelligence (ongoing)
資格
Suitable for students currently enrolled in relevant academic programs in computer science, artificial intelligence, or related fields.
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仕事内容

About the Role

At BMW Group, innovation is driven by creativity and cutting-edge technology, with electronics and software accounting for over 90% of automotive advancements. As part of our team, you will engage in creating high-quality synthetic simulation data leveraging advanced generative AI models to train and validate machine learning algorithms tailored for autonomous driving scenarios.

Key Responsibilities

  • Support the advancement and improvement of synthetic data generation techniques for autonomous driving applications.
  • Assist in developing and refining sophisticated data generation and simulation models.
  • Engage hands-on with state-of-the-art computer vision and latent diffusion models.
  • Contribute to impactful solutions that enhance autonomous driving environments.
  • Help optimize machine learning pipelines, model architectures, and algorithms.

Candidate Profile

  • Currently pursuing studies in computer science, artificial intelligence, or related disciplines.
  • Strong theoretical understanding and practical experience in machine learning and deep learning.
  • Proficient in Python programming, PyTorch framework, and Huggingface tools.
  • Experience with generative models, notably diffusion-based architectures.
  • Competent in designing and optimizing training pipelines, model structures, and data processes for machine learning.
  • Familiarity with the challenges and practices involved in synthetic data generation.
  • Good command of both German and English languages.

Perks and Benefits

  • Comprehensive mentoring and onboarding to support your growth.
  • Opportunities for personal and professional development.
  • Flexible working hours accommodating your schedule.
  • Possibility for mobile work arrangements.
  • Attractive and equitable remuneration.
  • Student accommodation options available at the Munich site, subject to availability.

Additional Information

Start date: Earliest from May 1, 2026
Duration: 6 months
Working hours: Full-time
BMW Group is committed to equal opportunity and fair treatment in hiring, focusing on the applicant's personality, experience, and skills.

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