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Data Scientist

2 weeks ago

Paya Lebar, Singapore Tokyo Electron Limited Full time

***

**Job Title **Data Scientist

**Job Purpose and Content**
- 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
- Other duties as assigned

**Qualification & Requirements**
- Degree/Master 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
- A meticulous, organized and resourceful team player
- A highly motivated individual who works independently with little supervision
- Job Title: Date Created: 6 Oct 2024 _
- Job Reference Number:_