20 часов назад
Data Scientist (Machine Learning)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Data Scientist (Machine Learning): Building equipment data ingestion pipelines, centralized databases, and machine learning and computer vision models for advanced electronics manufacturing with an accent on Python, industrial data integration, and statistical analysis. Focus on connecting production systems, preparing and validating data, deploying analytical solutions, and communicating results to engineering and business partners.
Location: ’s Dayuan Site, Taiwan
Company
develops materials and solutions for advanced electronics and high-tech industries.
What you will do
- Clean, prepare, and analyze data for engineering, scientific, and business problems.
- Build and validate regression, machine learning, and supervised computer vision models.
- Connect equipment and production data sources through industrial systems, vendor APIs, OPC UA, or PLC/SCADA tags.
- Develop reliable data ingestion pipelines and centralized databases for analytics and model deployment.
- Create descriptive plots and reports and present analytical methods and results to internal clients.
- Collaborate with data engineering, data science, R&D, equipment vendors, and engineering teams to improve data quality and usability.
Requirements
- MS degree or equivalent experience in mechanical engineering, computer science, industrial engineering, electrical engineering, materials science, applied mathematics/statistics, data science, or a related science and engineering field; alternatively, 2+ years of relevant industry experience.
- Strong Python skills for data preparation, regression, plotting, and implementing basic machine learning or supervised computer vision models.
- Basic knowledge of statistics and quality methods, including regression fundamentals, hypothesis testing, statistical process control, and quality checks.
- Working knowledge of SQL and basic NoSQL queries, plus experience designing databases and data schemas for centralized storage and analytics.
- Familiarity with acquiring equipment and process parameters from industrial systems and landing data in databases.
- Effective communication, collaboration, logical problem-solving, and technical presentation skills.
Nice to have
- Design of experiments and quality engineering experience.
- Research experience applying data science to business, engineering, or scientific problems.
Culture & Benefits
- Full-time position within the R&D department.
- Comprehensive pay and benefits package.
- Environment focused on innovation, collaboration, continuous learning, and solving challenging electronics industry problems.
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