Fab Data Engineer

Project

Work done for a product or program.

• Ingest equipment trace, metrology and test data into the fab data platform.
• Design schemas that link data by wafer, lot, tool and recipe.
• Optimise storage and query performance for very large datasets.
• Build data quality checks for missing or inconsistent fab data.
• Provide APIs and datasets for yield and analytics teams.
• Troubleshoot late or failed data loads.

Function

Work that keeps the discipline running: methods, tools, suppliers and people.

• Manage data retention, access and governance.

Project

1. Produce and hand over the role's key deliverables
   • Data pipelines and schemas
   • Data quality dashboards
   • Platform documentation
   • Access and governance policies
2. Support programsGeneral
   • Agree what each program needs
   • Deliver in time for milestones
3. Manage issuesGeneral
   • Track requests to closure
   • Escalate risks

Function

1. Run the functionGeneral
   • Maintain policies and processes
   • Keep records and controls
2. ImproveGeneral
   • Report performance
   • Lead improvement work