11 дней назад
Software Engineer (Anchor) (Machine Learning)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Software Engineer (Anchor) (Machine Learning): Designing and implementing machine learning, image processing, and IC design analysis algorithms for wafer inspection and metrology applications with an accent on model evaluation, noisy-image analysis, and production-ready workflows. Focus on improving signal-to-noise ratio, defining performance specifications, and supporting product demonstrations and beta testing with global engineering teams.
Location: Hsinchu, Taiwan; travel of up to 30% may be required, including visits to China and the United States.
Company
Develops inspection tools, metrology systems, process solutions, and computational analytics for semiconductor manufacturing.
What you will do
- Design and implement machine learning, image processing, IC design analysis, and related algorithms for wafer inspection and metrology.
- Evaluate and improve machine learning training sets, workflows, and model performance.
- Compare and assess machine learning models for production use.
- Develop algorithms that improve signal-to-noise ratios in images captured under varied conditions.
- Work with local and global teams throughout product lifecycles and define performance specifications with product engineering.
- Provide technical support for product demonstrations, beta testing, and customer engagement projects.
Requirements
- Master's degree with no related work experience, or bachelor's degree with two years of related work experience.
- Ability to create new ideas, analyze complex systems, formulate mathematical solutions, and implement practical machine learning workflows.
- Experience or capability in machine learning, image processing, algorithm development, and IC design analysis.
- Strong oral and written communication skills.
- Ability to work in Hsinchu, Taiwan and travel domestically or internationally for up to 30%.
Culture & Benefits
- Work with research scientists, software engineers, applications engineers, and process engineers on complex semiconductor technology problems.
- Collaborate with local and global teams on cross-functional product development.
- Competitive, family-friendly total rewards package.
- Inclusive work environment and equal opportunity employment.
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