(Senior) Image Processing and Machine Learning Design Engineer
4 maanden geleden
Description
Drive and propose machine-learning models and strategies, image processing algorithms, signal processing and optimization techniques and calibrations which enable and improve optical semiconductor metrology beyond the resolution limit.
Implement machine learning and deep learning metrology applications, with a mindset for scalable data-intensive and distributed software architectures, at the interface with colleague data science, functional and software groups
Design and realize fully functional end-to-end subsystems on the edge of system specifications, costs and project planning, thereby contributing directly to products for customers world-wide
Act as senior engineer, guiding R&D of state-of-the-art methods at the intersection of metrology data and physical knowledge, and coach junior team members.
Collaborate with the ASML Research department and on-product applications groups to actively 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
Keywords - Image and signal processing, computer vision, machine learning, optimization, geometric and wave optics, electromagnetics, simulations, photonics, microscopy, computational imaging, parameter inference, inverse problems, numerical methods, high performance computing, cloud computing, distributed computing, deep learning, inference problems
Education - Ph.D. in Computer Science, Data Science, Mathematics or Physics.
Job requirements and personal skills
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, without omitting the essentials
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 the 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, e.g. CPVR, ICCV, ECCV, NeurIPS, BMVC, ICML, JMLR, IJCV, etc.
Active participation in online competitions, e.g. Kaggle
Diversity and inclusion
ASML is an Equal Opportunity Employer that values and respects the importance of a diverse and inclusive workforce. It is the policy of the company to recruit, hire, train and promote persons in all job titles without regard to race, color, religion, sex, age, national origin, veteran status, disability, sexual orientation, or gender identity. We recognize that diversity and inclusion is a driving force in the success of our company.
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