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 and KNIME
- Other duties as assigned
Requirements:
- Bachelor’s or Master’s degree in Microelectronics, Data Science, or a related discipline.
- At least 3 years of experience in the semiconductor industry, including manufacturing equipment, fabrication facilities, semiconductor components, or related fields.
- Demonstrated experience as a Data Scientist within the semiconductor industry, with specific expertise in plasma dry etch processes.
- Expertise in developing and deploying algorithms for process optimization and problem-solving.
- Strong understanding of data analytics, statistical methodologies, machine learning techniques, and predictive modeling.
- Proficient in data science tools and programming languages (e.g., Python, JSL, R) for data processing, visualization, and analysis.
- Strong communication skills, with the ability to collaborate effectively in a team setting and build positive relationships with customers.
- Detail-oriented, organized, and resourceful team player.
- Self-motivated and capable of working independently with minimal supervision.
To apply, please visit www.gmprecruit.com and search for Job Reference: QYXW4Y4V
To learn more about this opportunity, please contact Yingying at [email protected]
We regret that only shortlisted candidates will be notified.
GMP Technologies (S) Pte Ltd | EA Licence: 11C3793 | EA Personnel: Lai Yingying | Registration No: R1110239
This is in partnership with the Employment and Employability Institute Pte Ltd (“e2i”).
e2i is the empowering network for workers and employers seeking employment and employability solutions. e2i serves as a bridge between workers and employers, connecting with workers to offer job security through job-matching, career guidance and skills upgrading services, and partnering employers to address their manpower needs through recruitment, training, and job redesign solutions. e2i is a tripartite initiative of the National Trades Union Congress set up to support nation-wide manpower and skills upgrading initiatives.
By applying for this role, you consent to GMP Recruitment Services (S) Pte Ltd’s PDPA and e2i’s PDPA.
