(Senior) Engineer I, Product Intelligence [Algorithm Development]

ASM; Fields (OR); On-site; USD 110,000 - 150,000; Full time

Job summary

ASM seeks a Senior Engineer I, Product Intelligence with a developer focus to advance data-driven process design and optimization. You will analyze product and process data to enable smarter decisions and build ML models that drive efficiency, accuracy, and reliability in semiconductor processes.

You will work with cross-functional teams, applying AI/ML methods, running experiments, and communicating complex results to technical and non-technical stakeholders.

Qualifications

• PhD in data science, data engineering, CS, or related field.
• Or Master’s degree with 4+ years of relevant work experience.

Responsibilities

• Analyze and parse product and process data for optimization, control and monitoring.
• Implement AI/ML methods to build models for process design and optimization.

Skills

ML algorithms

Python

Data modeling

Statistical analysis

A/B testing

Experimental design

Stakeholder comms

Team collaboration

Hardware characterization

Education

PhD in data science or related field

Master's degree + 4+ years experience

Job description

Step into a career with ASM, where cutting edge technology meets collaborative culture.

For over 55 years ASM has been ahead of what’s next, at the forefront of innovation and what’s technologically possible. With more than 4,500 ASMers representing 70 nationalities, our people and our advanced semiconductor devices are playing a crucial role in trends such as 5G, cloud computing, AI, and autonomous driving.But we’re more than just a tech company. We value diversity, inclusion and sustainability as we strive to make a positive impact on the world. Our development programs help support your growth, shaping your future and pushing the boundaries of innovation to unleash potential.

Senior Engineer I, Product Intelligence – developer focus

Responsibilities

• Analyze and parse our product and process data for optimization, control and monitoring
• Implement AI/ML methodology to build models allowing process design and optimization

Qualifications

• PhD in data science, data engineering, computer science or another related technical field
• Alternatively, a master’s degree in the above with 4+ years of relevant work experience

Skills

• Specific experience in developing custom ML algorithms and models
• Experience in small and large datasets
• Proficiency in Python, C++ considered an advantage
• Experience in delivering impact using statistical analysis, predictive modeling, and machine learning
• Knowledge of data implementation and pulling datasets
• Experience in hardware characterization
• Experience in creating virtual metrology models
• End-to-end experience in building models – including, but not limited to model optimization, A/B testing, and experimental design
• Strong communication with technical and non-technical stakeholders
• Strong teamwork skills

We make the tech that enables the chips in devices which improve lives around the world. We do this with an eye to the future, pushing the boundaries of what’s possible through cutting-edge innovation, and driving the next wave of technological breakthroughs that shape how we live, work, and connect.

To learn more about ASM, find us at asm.com and on LinkedIn, Facebook, Instagram, X and YouTube.

ASM is an equal opportunity employer and considers qualified applicants for employment without regard to race, color, religion, age, nationality, social or ethnic origin, sexual orientation, gender, gender identify or expression, marital status, pregnancy, political affiliation, disability, genetic information, veteran status, or any other characteristic protected by law.