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Master Thesis: Foundation Models for Consumer-Based Radar Sensors

vor 2 Monaten


Munich, Bayern, Deutschland Infineon Technologies Vollzeit
Job Description

We are seeking a highly motivated and skilled student to join our team at Infineon Technologies as a Master Thesis researcher. The successful candidate will work on developing and implementing transformer-based models for radar data processing, with a focus on foundation models and AI for consumer-based radar sensors.

Key Responsibilities:
  • Conduct literature reviews and stay up-to-date with the latest advancements in foundation models and AI for radar sensors.
  • Develop and implement transformer-based models for radar data processing.
  • Analyze and preprocess radar sensor data, including signal processing tasks.
  • Document and finalize thesis and code.
Requirements:
  • Currently studying Computer Science, Electrical Engineering, Mathematics, or a similar field.
  • Practical experience in machine learning, with a focus on deep learning methods.
  • Familiarity with transformers and their application.
  • Solid understanding of signal processing techniques.
  • Proficiency in PyTorch and other relevant programming frameworks.
What We Offer:
  • Coaching, mentoring, and networking opportunities.
  • Wide range of training offers and planning of career development.
  • International assignments.
  • Different career paths: Project Management, Technical Ladder, Management & Individual Contributor.
  • Flexible working conditions.
  • Home office options.
  • Part-time work possible.
  • Sabbatical.
  • Creche and kindergarten with 220 spots and opening times until 5:30pm.
  • Holiday childcare.
  • On-site social counseling and works doctor.
  • Health promotion programs.
  • On-site gym, jogging paths, beach volleyball, tennis, and soccer court.
  • On-site canteen.
  • Private insurance offers.
  • Wage payment in case of sick leave.
  • Corporate pension benefits.
  • Flexible transition into retirement.
  • Performance bonus.
  • Cheaper ticket for public transport and very own S-Bahn station.
  • Accessibility access for wheelchairs.
  • Möglichkeit mobil aus dem Ausland zu arbeiten (EU).

We are an equal opportunities employer and welcome applications from all qualified candidates. Please submit your CV, certificate of enrollment, excerpt of the study regulations for the thesis (if applicable), latest grades transcript (not older than 6 months), and high school report. We look forward to receiving your application