Semiconductor Data Analytics Lead - Yield & Performance

Search Staffing Pte Ltd; Singapore; On-site; SGD 120,000 - 180,000; Full time

Job summary

Unknown is seeking a Senior/Principal Engineer in Singapore to lead semiconductor data analytics initiatives, developing advanced analytics to understand chip performance, yield, and readiness for mass production.

You will collaborate with Design, Product Engineering, Test Engineering, and manufacturing partners to turn data insights into actionable improvements across qualification and ramp-up, helping drive production readiness.

Qualifications

• Degree or postgraduate qualification in Electrical/Electronics Engineering, Computer Science, Data Science, Statistics, or related field.
• 5+ years relevant experience for Senior Engineer; 8+ years for Principal Engineer; semiconductor industry experience is essential.
• Proficiency in data analytics tools and programming languages such as Python, SQL, JMP, Power BI, Tableau, or Excel/VBA.

Responsibilities

• Semiconductor Data Analytics - Develop advanced data analytics methods to understand chip performance, identify trends, investigate failures, and generate insights that support IC design and product improvements.
• Yield & Quality Improvement - Analyse semiconductor manufacturing and test data to understand yield losses, detect abnormal results, identify potential defects, and improve product quality and reliability.
• Data Screening & Performance Analysis - Develop statistical analysis and screening methods to identify outliers, detect manufacturing issues early, and reduce defective chips reaching customers. Experience with PAT, SBL, and clustering analysis is an advantage.
• Analytics Platforms & Data Infrastructure - Develop and manage data analytics platforms, databases, dashboards, and automated reporting solutions to help engineering teams access and analyze semiconductor data efficiently.
• Industrialization & Digitalisation - Work with Design, Product Engineering, Test Engineering, and manufacturing partners to turn data insights into actionable improvements, supporting new product qualification, production ramp-up, and mass production.

Skills

Semiconductor data analytics

Data analytics

Collaboration skills

Education

Degree or postgraduate qualification in Electrical/Electronics Engineering, Computer Science, Data Science, Statistics, or related field

Tools

Python

SQL

JMP

Power BI

Tableau

Excel/VBA

Job description

Unknown is seeking a Senior/Principal Engineer in Singapore to lead semiconductor data analytics initiatives, developing advanced analytics to understand chip performance, yield, and readiness for mass production.

You will collaborate with Design, Product Engineering, Test Engineering, and manufacturing partners to turn data insights into actionable improvements across qualification and ramp-up, helping drive production readiness.