Chip Physical Verification Data Engineer (Mid/Senior)
Summary
Engineer data pipelines for semiconductor physical-verification flows, integrating EDA tools and design databases to feed analysis and dashboards.
Job Description
- Responsible for extracting, transforming and loading (ETL) of data generated in various stages of IC Design process (e.g. Physical verification stage).
- Integrate data from EDA tools (Calibre, DRV, ICV, Fusion Compiler, Innovus), design databases (netlist and layout), and workflow systems.
- Develop and optimize data workflows to facilitate data collection for analysis, machine learning and dashboard.
- Ensure data integrity, governance, and security best practices throughout all data engineering processes.
- Monitor job performance and implement automation and alerting for data operations.
- Work with on-prem data platform.
- Collaborate with data analysts and business stakeholders to gather requirements and ensure data quality and availability.
- Bachelor/Masters Degree in Electrical/Electronics Engineering or Computer Science
- Proficient in EDA tools (Calibre, DRV, Laker, ICV) and familiar with IC Design workflow for design data extraction.
- Proficient in MongoDB, Python or Perl for data processing.
- Strong data analysis, data verification and problem-solving abilities.
- Strong communication and collaboration skills, with the ability to work effectively in a fast-paced, team-oriented environment.
- Familiar with database systems such as Relational Database Management System (MySQL) and Graph database (Neo4j) is a plus.
- Location: One North, Singapore