Deskripsi Pekerjaan
Join Micron Semiconductors' cutting-edge data science team as a Data Scientist driving innovation in semiconductor manufacturing. This pivotal role combines advanced analytics with semiconductor domain expertise to revolutionize yield optimization and process automation. You'll leverage machine learning and statistical modeling to transform complex manufacturing data into actionable insights, directly impacting product quality and production efficiency. Collaborate with cross-functional teams in engineering, operations, and R&D to implement data-driven solutions that reduce costs, accelerate time-to-market, and maintain Micron's leadership in memory technology. The ideal candidate thrives in fast-paced semiconductor environments and possesses the technical acumen to translate business challenges into analytical frameworks.
Tanggung Jawab
- Develop and deploy machine learning models for semiconductor yield prediction and root cause analysis
- Design statistical experiments to identify process optimization opportunities in fabrication and testing
- Create automated data pipelines for real-time monitoring of manufacturing KPIs
- Collaborate with process engineers to translate analytical findings into actionable process improvements
- Implement advanced analytics solutions for predictive maintenance and quality control
- Present complex data insights to technical and non-technical stakeholders through visualizations and reports
- Stay current with semiconductor industry trends and emerging analytical methodologies
Kualifikasi
- Bachelor's or Master's degree in Data Science, Statistics, Computer Science, or related quantitative field
- 3+ years of experience in data science roles with semiconductor or manufacturing industry exposure
- Expertise in Python/R programming and SQL for data extraction and manipulation
- Strong foundation in statistical modeling, machine learning algorithms, and experimental design
- Proficiency with data visualization tools (Tableau, Power BI) and cloud platforms (AWS, GCP)
- Experience with semiconductor manufacturing data (wafer fab, test data, yield metrics)
- Excellent problem-solving skills and ability to communicate complex technical concepts