Data Scientist (Plasma dry Etch, Permanent)

GMP Group; Singapore; On-site; SGD 70,000 - 90,000; Full time

Job summary

A semiconductor manufacturing company in Singapore seeks a Data Scientist to conduct thorough data analysis and implement data-driven solutions. The ideal candidate will have a Degree/Master in Microelectronics or Data Science and at least 3 years of relevant industry experience. Proficiency in Python and machine learning techniques is essential. You will collaborate with engineering teams and communicate findings effectively.

Qualifications

• Minimum 3 years of experience in semiconductor manufacturing or related field.
• Proven experience as a Data Scientist in the semiconductor industry.
• Strong knowledge of data analytics methodologies and techniques.

Responsibilities

• Conduct thorough data analysis and implement data-driven solutions.
• Analyse data from plasma etching systems and provide analysis results.
• Communicate findings and collaborate with internal and external teams.
• Develop statistical and machine learning algorithms for insights.

Skills

Data analysis

Statistical modelling

Machine learning techniques

Data manipulation

Data visualization

Education

Degree/Master in Microelectronics or Data Science

Tools

Python

JSL

R

Job description

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