Data Analytics & Management, Technical Operations Management

We are looking for a highly motivated Principal / Senior Engineer, Data Analytics & Management to join our growing Technical Operations Management (TOM) organization. The role will drive manufacturing intelligence, test analytics, quality screening, analytics platform development, digital transformation, and operational excellence across the semiconductor product lifecycle.

Candidates with strong knowledge in semiconductor data analytics and tools, outlier detection methodology (e.g.: PAT, SBL, cluster defect analysis) and data infrastructure setup is highly preferred.

Key Responsibilities

Test Analytics & Quality Screening

Own the test analytics strategy covering Wafer Sort (WS), Burn-In (BI) and Final Test (FT).

Develop advanced analytics solutions for yield learning, outlier detection, excursion monitoring, statistical screening, and quality monitoring.

Support implementation and optimization of quality screening methodologies including PAT, Statistical Bin Limits (SBL), dynamic guard-banding, clustering, and test escape prevention.

Collaborate with Product Engineering and Test Engineering teams to improve outgoing quality performance and reduce DPPM.

Analytics Platform Ownership

Own the manufacturing analytics platform ecosystem, e.g. JMP, Power BI, Databricks, and yield related tools.

Define platform roadmap, governance, deployment strategy, and user adoption plans.

Establish best practices for analytics development, data governance, reporting standards, and engineering productivity.

Provide technical leadership for tool evaluations, vendor engagement, implementation, and user training.

Fabless Operations Systems & Tool Setup

Define system requirements and integration strategies between Foundries, OSATs, MES, Quality Management Systems, and analytics platforms.

Drive standardization of manufacturing data flows, system interfaces, and engineering workflows.

Develop operational tools to support NPI, qualification, production ramp, and mass production activities, e.g. process release, deviation material management, change management.

Data Infrastructure & Automation

Own end-to-end semiconductor manufacturing data ecosystem across wafer, assembly, test and quality operations.

Design and manage manufacturing data solutions, including databases, ETL pipelines, dashboards, cloud architectures, and automated reporting systems.”

Develop automation solutions using Python, SQL, Power BI, VBA, and modern analytics technologies to improve engineering productivity.

FSK Advisory Pte Ltd is a leading executive search firm in Singapore that specializes in identifying and recruiting top-tier talent for mid to senior-level roles across various industries. With a team of highly experienced consultants, FSK Advisory provides bespoke recruitment solutions tailored to the unique needs of their clients.

Their approach to recruitment is centered around building long-term relationships with both clients and candidates, enabling them to understand each party's specific requirements and preferences. This, coupled with their extensive network of high-caliber candidates and market knowledge, enables FSK Advisory to deliver exceptional results for their clients.

FSK Advisory offers a range of services, including executive search, talent mapping, market mapping, candidate assessment, and more. They prioritize excellence, professionalism, and confidentiality to ensure that their clients receive the best possible service.

In summary, FSK Advisory is a trusted partner for companies seeking to fill critical positions with top-tier talent. Their bespoke recruitment solutions, coupled with their extensive network and market knowledge, make them an ideal partner for companies seeking to attract and retain high-quality talent.