3 дня назад
Data Scientist (Semiconductor Manufacturing Analytics)
136 900 - 269 150$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Data Scientist (Semiconductor Manufacturing Analytics) (AI/ML and Advanced Packaging): Developing scalable analytics, machine learning, and AI solutions for semiconductor manufacturing, thermal compression bonding, process control, and yield improvement with an accent on manufacturing data analysis, predictive modeling, and process stability. Focus on detecting excursions, predicting yield, monitoring tool health and process drift, and deploying production-ready solutions for advanced packaging operations.
Location: On-site in Phoenix, Arizona, United States
Annual salary: $136,900–$269,150 USD
Company
develops semiconductor technologies and operates advanced packaging and manufacturing organizations focused on leading-edge computing products.
What you will do
- Analyze manufacturing, process, equipment, metrology, quality, and yield data to identify trends, anomalies, correlations, and root causes.
- Develop and validate analytics, machine learning, and predictive models for process monitoring, excursion detection, yield prediction, defect analysis, and tool health monitoring.
- Build proof-of-concepts and scalable analytical solutions for thermal compression bonding and advanced packaging manufacturing.
- Support advanced process control initiatives, including process stability and manufacturing optimization.
- Develop dashboards, reports, and automated analysis tools for faster engineering and manufacturing decisions.
- Collaborate with process, equipment, metrology, quality, and manufacturing engineering teams to deploy production-ready solutions.
Requirements
- Bachelor's degree with 6+ years of experience, Master's degree with 4+ years, or PhD with 2+ years in data science, computer science, statistics, applied mathematics, engineering, physics, operations research, or a related discipline.
- At least 2 years of experience in manufacturing data analysis, statistical analysis, and solving process or yield problems with data-driven methods.
- Experience with Python, JMP, SQL or other database query tools, and large datasets from manufacturing, equipment, metrology, or quality systems.
- Experience applying AI/ML, statistical methods, or predictive modeling to support engineering or business decisions.
- Strong analytical, communication, collaboration, ownership, and technical leadership skills.
- Ability to work on-site and collaborate closely with factory and technology development teams in Phoenix, Arizona.
Nice to have
- Semiconductor manufacturing experience, especially assembly or advanced packaging.
- Knowledge of advanced process control, run-to-run control, SPC, excursion detection, and process monitoring.
- Experience with yield analysis, process capability improvement, root cause investigation, anomaly detection, prediction, clustering, or classification.
- Experience developing dashboards, reports, computer vision solutions, or automated inspection analysis tools.
- Previous experience in a semiconductor foundry.
Culture & Benefits
- Work alongside engineering and technical experts on complex semiconductor manufacturing challenges.
- Benefits include health coverage, retirement programs, vacation, stock bonuses, and competitive total compensation.
- Shift 1 schedule in the United States of America.
- Focus on responsible business practices and ethical hiring.
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