Senior Engineer, Data Analytics & Manufacturing Intelligence

FSK Advisory Pte. Ltd.; Singapore; On-site; SGD 120,000 - 190,000; Full time

Job summary

FSK Advisory Pte. Ltd. in Singapore seeks a Principal / Senior Engineer, Data Analytics & Management to drive manufacturing intelligence, test analytics, quality screening, analytics platform development, digital transformation and operational excellence across the semiconductor lifecycle.

The role emphasizes knowledge in semiconductor data analytics, outlier detection methods, and building data infrastructure; candidates with experience in PAT, SBL and related tools are preferred.

Qualifications

• Strong knowledge in semiconductor data analytics.
• Experience with outlier detection methodologies (PAT, SBL, cluster defect analysis) preferred.

Responsibilities

• Own test analytics strategy covering Wafer Sort, Burn-In and Final Test.
• Develop analytics solutions for yield learning, outlier detection, excursion monitoring and quality monitoring.
• Support implementation of quality screening methodologies including PAT and SBL, dynamic guard-banding, clustering, test escape prevention.
• Collaborate with Product and Test Engineering to improve outgoing quality and reduce DPPM.
• Own manufacturing analytics platform ecosystem (JMP, Power BI, Databricks) and define roadmap.

Skills

Data analytics

Manufacturing intelligence

Python

SQL

Power BI

Databricks

Outlier detection

Tools

JMP

PAT

SBL

Job description

FSK Advisory Pte. Ltd. in Singapore seeks a Principal / Senior Engineer, Data Analytics & Management to drive manufacturing intelligence, test analytics, quality screening, analytics platform development, digital transformation and operational excellence across the semiconductor lifecycle.

The role emphasizes knowledge in semiconductor data analytics, outlier detection methods, and building data infrastructure; candidates with experience in PAT, SBL and related tools are preferred.