Data Scientist

7 days ago

East Singapore Tokyo Electron Singapore Pte Ltd Full time

**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
- 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
- Collaborate with global data engineering teams to share best practices and work on cross-functional projects that require data science expertise
- 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

**Requirements**:

- Bachelor’s degree in Microelectronics, Data Science or a related field
- 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
- Excellent communication and ability to work collaboratively in a team environment and establish good relationships with customers
- Meticulous, organized and resourceful team player
- Highly motivated individual who works independently with little supervision

**Job Types**: Full-time, Permanent

**Benefits**:

- Health insurance

Schedule:

- Monday to Friday

**Education**:

- Bachelor's or equivalent (preferred)

**Experience**:

- Data science: 3 years (required)

Work Location: In person

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