Aktuelle Jobs im Zusammenhang mit Data Science Intern: Vision Model Development - Warstein, Nordrhein-Westfalen - Infineon Technologies

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    vor 4 Wochen


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  • Vision Model Developer

    vor 4 Wochen


    Warstein, Nordrhein-Westfalen, Deutschland Infineon Technologies Vollzeit

    Unlock the Power of VisionAs a global leader in power systems and IoT, we're pushing the boundaries of innovation. We're seeking a talented Vision Model Developer to join our team and help us create game-changing solutions for green and efficient energy, clean and safe mobility, and smart and secure IoT.Key Responsibilities:Develop a foundation model that...


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Data Science Intern: Vision Model Development

vor 2 Monaten


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

As a global leader in power systems and IoT, Infineon Technologies is seeking a highly motivated and talented individual to join our team as a Working Student: ADA. 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: You will work on a model that can accommodate images of different sizes and spatial resolutions, effectively utilizing the spectral information, and outperforming existing models for downstream tasks.
  • Optimize the Model: You will 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: You will investigate multi-stage pretraining techniques to improve model performance.
  • Validate Model Performance: You will validate the model's performance through ablation studies and comparison with existing foundation models.
Requirements
  • Education: You are currently studying Data Science, Electrical Engineering, Informatics, or a related subject.
  • Experience: You are familiar with foundation models, such as Segment Anything and Masked Auto Encoder (MAE). IJEPA, DIN.
  • Skills: You are 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.
  • Language Skills: You have good English skills, both written and spoken.
What We Offer
  • Coaching, Mentoring, and Networking Possibilities
  • Wide Range of Training Offers & 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 (also during parental leave)
  • Sabbatical
  • Holiday Child Care
  • On-site Social Counselling and Works Doctor
  • Health Promotion Programs
  • On-site Canteen
  • Private Insurance Offers
  • Wage Payment in case of sick leave
  • Corporate Pension Benefits
  • Flexible Transition into Retirement
  • Performance Bonus
  • Accessibility, access for wheelchairs
  • Possibility to work remotely from abroad (EU)