ASML

Physics Machine Learning Engineer

ASML
Apply
21 hours ago
Veldhoven, NetherlandsMid Level

Responsibilities

  • Develop physical models, statistically correct parameter-inference methods, deep learning algorithms, optimization algorithms, and system calibrations for semiconductor scanner and optical metrology solutions.
  • Implement machine learning and deep learning models and metrology applications using scalable, data-intensive, and distributed software architectures.
  • Design and realize functional proof-of-concept subsystems within system, cost, and project-planning constraints.
  • Review technical analyses, structure team contributions, and communicate physical principles, mathematical solutions, and design decisions to stakeholders.
  • Contribute to technical product roadmaps, intellectual property, and the development of semiconductor metrology solutions.

Requirements

  • Ph.D. or MSc. in Physics, Applied Mathematics, Computer Science, or Electrical Engineering.
  • Strong capability in numerically stable modeling, inference strategies, numerical mathematics, and physical-mathematical reasoning.
  • Affinity with machine learning, deep learning, data-intensive and distributed software architectures, and cloud environments.
  • Fluency in Python, C++, MATLAB, or Julia, with awareness of software compatibility.
  • Sound understanding of optics, linear algebra, probability theory, robust optimization, and deep learning methods.
  • Ability to explain physical and algorithmic concepts clearly, work collaboratively, and drive practical solutions in an ambiguous environment.

Tech Stack

C++JuliaMATLABPython

Categories

ASML

About ASML

10,000+ employees

ASML designs and builds extreme ultraviolet (EUV) and deep ultraviolet (DUV) photolithography machines, along with control software and lifecycle services, used by chipmakers to mass-produce microchips. Its revenue comes primarily from system sales and installed-base service contracts. Founded in 1984 and headquartered in Veldhoven, Netherlands, ASML supplies major semiconductor manufacturers, including TSMC, Samsung, and Intel.

Contact me