Algorithms & Physical Modeling Engineer

ASML US, LLC; San Jose (CA); On-site; USD 157,000 - 264,000; Full time

Job summary

ASML US, LLC is seeking an Algorithms and Physical Modeling Engineer to drive technology activities related to machine learning and physical modeling for defect inspection in semiconductor manufacturing. The role requires collaboration with engineering teams and a strong background in algorithms, physics, and programming languages such as C/C++ and Python.

Benefits

Medical insurance

Dental insurance

Vision insurance

Life insurance

401k plan

Paid leave

Holidays

Qualifications

• Minimum 5 years of experience in IC manufacturing or semiconductor process technology.
• Proven track record of delivering production-ready ML solutions.
• Strong understanding of physics, optics, and electron-optics.

Responsibilities

• Investigate algorithms for defect inspection and metrology.
• Develop metrology algorithms for EBeam tools.
• Collaborate with HW, SW, and application teams.

Skills

Machine Learning

Image Processing

Computer Vision

Deep Learning

Communication

Education

Master's 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 works closely with HW & SW engineering teams as well as Application teams.

Role and responsibilities

1. Investigate algorithms utilizing physical models and machine learning for electrical and physical defect inspection and metrology with e-beam systems.
2. Research, develop, and implement image quality metrics for SEM (Scanning Electron Microscope) images obtained from Ebeam tools, integrating these into SEM defect inspection and metrology products.
3. Develop accurate and robust metrology algorithms for EBeam tools and algorithms for system calibration.
4. Proven track record of delivering production-ready ML solutions in the semiconductor industry.
5. Extensive experience in image processing, computer vision algorithms, deep learning tools, tracking, detection, and calibration.
6. Strong understanding of physics (e.g., optics, electron-optics).
7. Ability to understand customer problems, define technical directions, conduct independent research, and deliver high-quality solutions within time and budget constraints.
8. Effective communicator capable of collaborating with HW, SW, and application teams.
9. At least 5 years of experience in C/C++, Python, familiar with software engineering practices and related libraries.
10. Experience in software prototyping, analysis, design, optimization, and testing.

Education and experience

Master's or PhD in Information Technology, Software, Physics, Mathematics, or related technical fields.

Experience and Skills

Minimum 5 years of relevant experience in IC manufacturing, semiconductor process technology, inspection, or metrology is preferred. Candidates should be quick learners, self-motivated, capable of working independently, and thrive under pressure.

Personal skills

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

Team-oriented: collaborative, open to challenging ideas, and supportive of colleagues.

Additional information

The current base annual salary range is $157,875 - $263,125, determined by role, level, location, and market data. Compensation is assessed individually based on skills, experience, education, and other factors.

Benefits include medical, dental, vision, life insurance, 401k plan, paid leave, and holidays. For more details, contact the Recruiter or visit our Benefits page.

Diversity and inclusion

ASML is committed to equal opportunity employment, valuing diversity and inclusion across all job roles without discrimination based on race, gender, age, or other protected characteristics.

Request an Accommodation

ASML provides reasonable accommodations for applicants and employees with disabilities. To request an accommodation, contact [e-mail]. This email is solely for accommodation requests; recruitment inquiries should be directed to the designated Talent Acquisition contact.