Image Processing and Machine Learning Design Engineer
4 weken geleden
Overview
ASML is seeking a highly skilled Image Processing and Machine Learning Design Engineer to join our team. As a key member of our research and development team, you will be responsible for driving and proposing machine-learning models and strategies, image processing algorithms, signal processing and optimization techniques, and calibrations that enable and improve optical semiconductor metrology beyond the resolution limit.
Key Responsibilities- Implement machine learning and deep learning metrology applications with a focus on scalable data-intensive and distributed software architectures.
- Design and realize fully functional end-to-end subsystems on the edge of system specifications, costs, and project planning.
- Act as a senior engineer, guiding R&D of state-of-the-art methods at the intersection of metrology data and physical knowledge.
- Collaborate with the ASML Research department and on-product applications groups to contribute to the invention of new ASML products.
- Contribute to the technical and competence roadmaps for Image Processing and Machine Learning across ASML.
- Stay abreast of the latest developments in your field of expertise.
- Generate patents protecting ASML products.
- 5-8 years' experience in Image or Signal Processing and Machine learning.
- Affinity with geometric and wave optics, electromagnetic simulations, photonics, or microscopy.
- Ability to explain complex physical models and algorithms in a crisp way.
- Drive creative solutions with the product and customer in mind.
- Decisive and self-initiating in an ambiguous environment.
- Pragmatic approach and pro-active attitude, with result focus and a 'can do' spirit.
- Fluency in languages Python, Julia, MATLAB, or C++, and awareness of compatibility with other software.
- Familiarity with various deep learning frameworks, e.g. JAX, PyTorch, TensorFlow.
- Experience with code development in a cloud environment.
- Affinity with data-intensive and distributed software architecture (cloud) as environment for metrology applications.
- Lead author in one or more relevant leading conferences/journals.
- Active participation in online competitions, e.g. Kaggle.
ASML is an Equal Opportunity Employer that values and respects the importance of a diverse and inclusive workforce. We recognize that diversity and inclusion is a driving force in the success of our company.
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