Researcher in Generative AI for Industrial Applications

vor 1 Monat

Stuttgart, Baden-Württemberg, Deutschland Fraunhofer-Gesellschaft Vollzeit

Job Summary

We are seeking a highly skilled researcher to join our team at the Fraunhofer Institute for Manufacturing Engineering and Automation IPA. As a researcher in generative AI for industrial applications, you will contribute to the development of innovative solutions using modern methods of machine learning and statistics.

Key Responsibilities

  • Research and development of multimodal generative AI approaches
  • Implementing and studying generative AI for industrial use cases with industry-specific problems
  • Research into methods in the areas of privacy-preserving machine learning and membership inference attacks
  • Development of innovative solutions using modern methods of machine learning and statistics
  • Practical implementation and testing of generative AI in cooperation with industrial partners

Requirements

  • Experience in statistics and machine learning, especially with generative models such as GAN, VAE, and diffusion, as well as transformers
  • Experience in application domains such as text, code, or image generation (e.g., with Large Language Models (LLMs) such as GPT or Llama)
  • Ideal experience in task-specific fine-tuning of pre-trained ML (foundation) models
  • Good programming knowledge in relevant programming languages, such as Python and Jupyter Notebooks
  • Practical experience in toolkits such as scikit-learn, TensorFlow, PyTorch, LangChain, or similar
  • Very good knowledge of German and/or very good English
  • Creativity, enthusiasm, and autonomy are important qualities for this position

What We Offer

  • Interesting tasks in applied research and development in close contact with industry
  • First-class equipped test fields and a unique research infrastructure
  • Professional and creative working atmosphere in committed teams as well as innovative, future-oriented subject areas in a renowned research institute
  • Modernly equipped workplaces and flexible working hours

We value and promote the diversity of our employees' skills and therefore welcome all applications - regardless of age, gender, nationality, ethnic and social origin, religion, ideology, disability, sexual orientation, and identity. Severely disabled persons are given preference in the event of equal suitability. Remuneration according to the general works agreement for employing assistant staff.

Fraunhofer plays a central role in the innovation process with its focus on developing key technologies that are vital for the future and enabling the commercial utilization of this work by business and industry. As a pioneer and catalyst for groundbreaking developments and scientific excellence, Fraunhofer helps shape society now and in the future.

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