8 дней назад
Senior Engineer, Applications Engineering (APC) (AI)
110 900 - 147 800$
Мэтч & Сопровод
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Описание вакансии
Текст:
TL;DR
Senior Engineer, Applications Engineering (APC) (AI): Developing and sustaining advanced process control systems for wafer manufacturing with an accent on run-to-run control, fault detection and classification, machine learning, and equipment analytics. Focus on deploying scalable APC solutions, building predictive maintenance and fault-detection models, and improving yield, process capability, cycle time, and equipment productivity.
Location: Fremont, California, United States; onsite at the Fremont Office
Salary: $110,900–$147,800 per year
Company
develops data storage technologies, including hard drives and platforms for business, creative professionals, consumers, data centers, and AI-related workloads.
What you will do
- Implement and sustain Advanced Process Control systems, including run-to-run control and fault detection and classification, for wafer manufacturing.
- Lead APC and automation projects through production release and quantify improvements in yield, process capability, cycle time, and equipment productivity.
- Develop, optimize, and deploy real-time FDC models for fault detection, scrap prevention, tool matching, predictive maintenance, and condition-based maintenance.
- Develop and tune feedback and feed-forward R2R control models, automation recipes, specification databases, and controller configurations.
- Integrate and test R2R, FDC, and automation host systems in collaboration with process, equipment, IT, and external engineering teams.
- Monitor system performance, troubleshoot failures, support recovery, and contribute to the roadmap for future APC and automation capabilities.
Requirements
- BS or MS in engineering, applied physics, operations research, data science, or statistics.
- Experience with semiconductor R2R control and FDC systems, semiconductor processing technologies, and manufacturing equipment.
- Strong analytical and programming skills, including statistical analysis, multivariate analysis, JMP, and Python.
- Knowledge of Linux administration and shell-based workflows, Windows, SQL Server and SQL queries, networking, SECS/GEM communications, and data acquisition systems.
- Experience applying AI or large language models to data analysis, troubleshooting, automation scripting, documentation, or APC/FDC model development.
- Strong verbal and written communication skills and project management experience.
Culture & Benefits
- Cross-functional work with process engineering, equipment engineering, IT, and external partners.
- Focus on continuous improvement, automation, stable production, and data-driven manufacturing.
- Paid vacation and sick leave, medical, dental, and vision insurance, life and disability insurance, and flexible spending and health savings accounts.
- Tuition reimbursement, transit benefits, employee assistance programs, employee stock purchase plan, and 401(k) savings plan.
- Potential eligibility for short-term incentives, long-term incentives, restricted stock units, and other performance-based programs.
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