Onsite PhD, Generic AI Regression Models for Early Phase Crash Design

Posted 12 hours ago

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About the role

  • PhD candidate working on AI regression models for crash design in collaboration with BMW Group. Engaging in data analysis and model development to enhance vehicle safety protocols.

Responsibilities

  • Support comprehensive analysis and preprocessing of large-scale simulation data, including curves and scalar values
  • Help to develop and train a Foundation Model using the entire database of passive safety simulation data
  • Research state-of-the-art possibilities for an interface that enables users to interact with the foundation model
  • Contribute to close collaboration with passive vehicle safety experts to validate and refine the model and application
  • Assist in preparing and presenting research findings for scientific journals and conferences, advancing vehicle passive safety and data-driven modeling

Requirements

  • Studies in computer science, data science, mechanical engineering or mathematics
  • Strong background in machine learning, with experience in neural network architectures and regression modeling; experience with large-scale foundation models is a plus
  • Familiarity with programming languages and tools for data processing, model development, and integration (e.g., Python, TensorFlow)
  • Experience in handling large-scale simulation databases and extracting relevant training data
  • Excellent analytical and problem-solving skills to address complex engineering challenges
  • Creativity and innovation to explore novel approaches and extend existing methods
  • Strong written and oral English skills

Benefits

  • Comprehensive mentoring & onboarding
  • Personal & professional development
  • Flexible working hours
  • Digital offers & mobile working
  • Attractive, fair remuneration
  • Apartment offers for students (subject to availability & only Munich)

Job title

PhD, Generic AI Regression Models for Early Phase Crash Design

Job type

Experience level

Mid levelSenior

Salary

Not specified

Degree requirement

Postgraduate Degree

Tech skills

Location requirements

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