Sony Semiconductor Solutions
Machine Learning Engineer (Physical Modeling)(m/w/x)
Full-timeOn-siteExperienced
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SOSony Semiconductor Solutions
Machine Learning Engineer (Physical Modeling)(m/w/x)
Schlieren
Full-timeOn-siteExperienced
AI/ML
Data Science
Nejo AI Summary
Prototyping AI vision algorithms for imaging sensors using accurate physical models. Deep neural network design for vision applications and Python/PyTorch proficiency required. Coordination across multi-cultural engineering sites.
Requirements
- MSc or higher in Physics, Electrical Engineering, Computer Science, Mechanical Engineering, Mathematics, or comparable background
- Experience designing deep neural networks for vision applications
- Proficiency in Python and PyTorch library
- Confident communication skills and proficiency in English
- Curiosity to actively learn and ask questions
- Experience in physical modeling, such as modeling of optics, semiconductor devices, or propagation of light
- Knowledge of image sensor and camera operation
- Knowledge of computational photography methods
- Experience in building sustainable, reusable, well-documented research code
- Track record of innovation through novel products, patents, and publications
Tasks
- Rapidly prototype AI-centric vision pipeline algorithms
- Represent imaging sensors with accurate physical models
- Collaborate with experts in computer vision and image sensors
- Co-develop software and hardware for system-level innovation
- Coordinate developments across multi-cultural engineering sites
Work Experience
- approx. 1 - 4 years
Education
- Master's degree
Languages
- English – Business Fluent
Tools & Technologies
- Python
- PyTorch
Find the original job posting in its most current version here. Nejo automatically captured this job from the website of Sony Semiconductor Solutions and processed the information on Nejo with the help of AI for you. Despite careful analysis, some information may be incomplete or inaccurate. Please always verify all details in the original posting! Content and copyrights of the original posting belong to the advertising company.
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SOSony Semiconductor Solutions
Machine Learning Engineer (Physical Modeling)(m/w/x)
Schlieren
Full-timeOn-siteExperienced
AI/ML
Data Science
Nejo AI Summary
Prototyping AI vision algorithms for imaging sensors using accurate physical models. Deep neural network design for vision applications and Python/PyTorch proficiency required. Coordination across multi-cultural engineering sites.
Requirements
- MSc or higher in Physics, Electrical Engineering, Computer Science, Mechanical Engineering, Mathematics, or comparable background
- Experience designing deep neural networks for vision applications
- Proficiency in Python and PyTorch library
- Confident communication skills and proficiency in English
- Curiosity to actively learn and ask questions
- Experience in physical modeling, such as modeling of optics, semiconductor devices, or propagation of light
- Knowledge of image sensor and camera operation
- Knowledge of computational photography methods
- Experience in building sustainable, reusable, well-documented research code
- Track record of innovation through novel products, patents, and publications
Tasks
- Rapidly prototype AI-centric vision pipeline algorithms
- Represent imaging sensors with accurate physical models
- Collaborate with experts in computer vision and image sensors
- Co-develop software and hardware for system-level innovation
- Coordinate developments across multi-cultural engineering sites
Work Experience
- approx. 1 - 4 years
Education
- Master's degree
Languages
- English – Business Fluent
Tools & Technologies
- Python
- PyTorch
Find the original job posting in its most current version here. Nejo automatically captured this job from the website of Sony Semiconductor Solutions and processed the information on Nejo with the help of AI for you. Despite careful analysis, some information may be incomplete or inaccurate. Please always verify all details in the original posting! Content and copyrights of the original posting belong to the advertising company.
About the Company
Sony Semiconductor Solutions
Industry
IT
Description
The company is the world market leader in image sensors, using advanced technology to conquer new fields and markets.
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