Responsibilities
- Conduct thorough data analysis and implement data-driven solutions to support customer issue troubleshooting, utilizing statistical modelling and machine learning techniques to identify root causes and provide actionable insights for resolution
- Partner with field engineering teams to analyse data from plasma etching systems and provide timely, meaningful and accurate analysis results to support data-driven improvement
- Communicate effectively with both customers and internal teams, present complex data analysis findings or results to stakeholders in a concise, effective and understandable manner Collaborate with global data engineering teams to share best practices and work on cross- functional projects that require data science expertise
- Develop advance statistical and machine learning algorithms to extract insights from large and complex data sets, and work with internal engineering team to evaluate the effectiveness of the algorithms
- Manage and maintain the internal analytics solutions, supporting continuous development and implementation, and ensuring that data integrity and accuracy are always maintained
- Develop and conduct training sessions for local engineers on data analytics skills such as JMP/KNIME & Other duties as assigned
Requirements
- Degree/Master in Microelectronics, Data Science or a related field with Minimum 3 years experience in semiconductor manufacturing equipment, semiconductor fabrication factory, semiconductor parts/peripherals or related industry
- Proven working experience as a Data Scientist in the semiconductor industry with a focus on plasma dry Etch process
- Ability to develop and implement algorithms for process optimization and problem solving
- Strong knowledge of data analytics methodologies, statistical analysis, machine learning techniques, and predictive modelling
- Proficiency in using various data science tool sets and programming skills (e.g., Python, JSL, R etc.) for data manipulation, visualization, and analysis
Additional info
- Company industry: Manufacturing
- Location: Paya Lebar
GMP Recruitment Services (S) Pte Ltd | EA Licence: 09C3051 | VO UYEN AI LINH | Registration No: R22109232
