Data Science Intern: Vision Model Development
Vor 7 Tagen
As a global leader in power systems and IoT, Infineon Technologies is seeking a 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: Create a model that can be easily customized and fine-tuned for various vision tasks using Infineon's dataset.
- Work with Infineon's 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.
- 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.
- Language Skills: Good English skills, both written and spoken.
- 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)
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