Senior Image Processing and Machine Learning Engineer

4 weken geleden

Veldhoven, Noord-Brabant, Nederland ASML Voltijd

About the Role

We are seeking a highly skilled Senior Image Processing and Machine Learning Engineer to join our team at ASML. As a key member of our research and development team, you will be responsible for designing and implementing cutting-edge machine learning and image processing algorithms for our metrology applications.

Key Responsibilities

  • 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.

Requirements

  • 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.

About ASML

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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