Data Science Expert: Infineon's Unique Dataset

vor 3 Wochen

Warstein, Nordrhein-Westfalen, Deutschland Infineon Technologies Vollzeit
Job Description

As a global leader in power systems and IoT, Infineon Technologies is seeking a highly skilled Data Scientist to join our team. In this role, you will have the opportunity to develop a foundation model that can be easily customized and fine-tuned for various vision tasks using Infineon's dataset.

Key Responsibilities:
  • Develop a Foundation Model: Create a model that can be easily customized and fine-tuned for various vision tasks using Infineon's dataset.
  • Work with Unique Dataset: Deal with Infineon's unique dataset, which differs significantly from standard image datasets.
  • Optimize Model Performance: Optimize the model to effectively utilize spectral information, potentially drawing inspiration from models like DINOv2, Mask Auto Encoder (MAE), IJEPA.
  • Investigate Multi-Stage Pretraining Techniques: Investigate multi-stage pretraining techniques to improve model performance.
  • Validate Model Performance: Validate the model's performance through ablation studies and comparison with existing foundation models.
Requirements:
  • Education: Currently studying Data Science, Electrical Engineering, Informatics or a related subject.
  • Experience: Familiar with foundation models, such as Segment Anything and Masked Auto Encoder (MAE). IJEPA, DIN.
  • Skills: Proficient in programming languages, such as Python, deep learning frameworks, such as TensorFlow or PyTorch and in Bash scripting, Linux terminal knowledge to streamline data processing; model training would be advantageous.
  • Language Skills: Good English skills, both written and spoken.
What We Offer:
  • Coaching, Mentoring, and Networking Possibilities: Opportunities for professional growth and development.
  • Wide Range of Training Offers: Access to various training programs and career development planning.
  • International Assignments: Opportunities to work on international projects and collaborate with global teams.
  • Diverse Career Paths: Project Management, Technical Ladder, Management & Individual Contributor.
  • Flexible Working Conditions: Home office options and flexible working hours.
  • Part-Time Work Possible: Opportunities for part-time work, including during parental leave.
  • Sabbatical: Time off for personal and professional development.
  • Holiday Child Care: Support for work-life balance.
  • On-Site Social Counselling and Works Doctor: Access to on-site social services and medical support.
  • Health Promotion Programs: Opportunities for physical and mental well-being.
  • On-Site Canteen: Access to on-site dining facilities.
  • Private Insurance Offers: Competitive insurance packages.
  • Wage Payment in Case of Sick Leave: Support during periods of illness.
  • Corporate Pension Benefits: Retirement planning and benefits.
  • Flexible Transition into Retirement: Opportunities for a smooth transition into retirement.
  • Performance Bonus: Recognition and reward for outstanding performance.
  • Accessibility and Access for Wheelchairs: Inclusive and accessible work environment.
  • Possibility to Work Remotely from Abroad (EU): Opportunities for remote work in the EU.

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