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Open nowFirst seen 4 days ago

Data Scientist (Plasma dry Etch, Permanent)

The GMP Group1,416 open roles

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Your applicationOpen nowData Scientist (Plasma dry Etch, Permanent)The GMP Group

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The clock on this job

Early applications get read.

12.3% of postings close within 7 days. Measured by our own scanner across the market.

Share of postings closed within
  1. 2.1%1 day
  2. 4.5%3 days
  3. 12.3%7 days
  4. 19.3%14 days
  5. 35.6%30 days
  6. 57.8%60 days
This job: first seen 4 days ago

The posting

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 

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