Algorithms & Physical Modeling Engineer

ASML; San Jose (CA); On-site; USD 120,000 - 160,000; Full time

Job summary

A leading company in semiconductor technology is seeking an Algorithms and Physical Modeling Engineer. The role involves developing algorithms using machine learning and physical modeling for defect inspection and metrology with e-beam systems. Candidates should have a strong background in image processing, computer vision, and programming, with a minimum of 5 years of experience in the semiconductor industry. The company offers comprehensive benefits including medical, dental, and 401k participation.

Benefits

Medical, dental, and vision insurance

401k plan participation

Eight hours of vacation per month

13 paid holidays annually

Qualifications

• At least 5 years of experience in algorithms and machine learning in semiconductor industry.
• Strong programming skills in C/C++ and Python.
• Solid understanding of physics related to optics and electron-optics.

Responsibilities

• Investigate algorithms for defect inspection and metrology using machine learning.
• Develop metrology algorithms for EBeam tools and calibration of imaging systems.
• Collaborate with HW & SW engineering teams.

Skills

Machine Learning

Image Processing

Computer Vision

C/C++

Python

Deep Learning

Optics

Education

Master or PhD in Information Technology, Software, Physics, Mathematics

Job description

Introduction to the job

The Algorithms and Physical Modeling Engineer is responsible for technology activities related to algorithms utilizing machine learning, stochastic, and physical modeling methods for electrical and physical defect inspection and metrology with e-beam systems. This position involves close collaboration with HW & SW engineering teams and application teams.

Role and responsibilities

1. Investigate algorithms utilizing physical models and machine learning methods for electrical and physical defect inspection and metrology with e-beam systems.
2. Research, investigate, and develop image quality metrics for SEM (Scanning Electron Microscope) images obtained from Ebeam (Electron Beam) tools and integrate them into SEM defect inspection and metrology products.
3. Develop accurate and robust metrology algorithms for EBeam tools and algorithms for calibration of imaging systems.
4. Proven record of delivering production-ready ML solutions in the semiconductor industry.
5. Rich experience in image processing and deep understanding of computer vision algorithms, deep learning tools, tracking, detection, and calibration.
6. Solid understanding of physics (e.g., optics, electron-optics, etc.).
7. Ability to understand customer problems, define technical directions, and conduct independent research to provide high-quality solutions within time and cost constraints.
8. Strong communication skills to collaborate effectively with HW, SW, and application teams.
9. At least 5 years of C/C++, Python programming experience, familiar with software engineering practices, standard library, Python, and related packages.
10. Systematic software prototyping, analysis, design, optimization, and testing.

Education and experience

Academic level (Master or PhD) in Information Technology, Software, Physics, Mathematics, or any technical area.

Experience and skills

Minimum 5 years of related experience is preferred, including IC manufacturing, semiconductor process technology, inspection, or metrology. Candidates should be fast learners with strong self-motivation, able to perform at high standards with minimal supervision, and thrive in high-pressure, fast-paced environments.

Personal skills

Strong communication skills to articulate complex problems and solutions to customers and senior management.

Team-oriented mindset: collaborative, open to challenging ideas, and caring for colleagues.

The current base annual salary range is $0-0, with pay scales determined by role, level, location, and market data. Compensation is assessed through interviews considering skills, education, experience, certifications, and market factors.

The company offers medical, dental, vision, and basic life insurance, participation in the 401k plan, eight hours of vacation per month, and 13 paid holidays annually. For more details, contact the recruiter or visit the Compensation & Benefits link.

All new ASML jobs have a minimum application deadline of 10 days.

Diversity and inclusion

ASML is an Equal Opportunity Employer committed to a diverse and inclusive workforce, recruiting without regard to race, color, religion, sex, age, national origin, veteran status, disability, sexual orientation, or gender identity. Diversity and inclusion are integral to our success.

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