Senior Staff Software Engineer, Data
Core
Architect and build data pipelines and visualizations to transform raw manufacturing and test data into reliable signals for engineering and leadership decisions.
Role type
Senior/Staff Software Engineer, Data
Builds
Data pipelines, data models, and dashboards for multi-site manufacturing operations
Domain
Semiconductor/Hardware manufacturing data infrastructure
Deliverable
production ML models | dashboards & analysis
Required skills
SQL, Python (pandas, numpy), BI/analytics frameworks (Superset, Looker, Tableau), cloud data infrastructure (AWS), software engineering practices (CI/CD, testing, code review), system ownership
Preferred skills
Manufacturing/semiconductor domain knowledge, statistical process control (SPC), yield analysis, distributed multi-site team experience
Technologies
AWS, Apache Superset, pandas, numpy, matplotlib, seaborn, altair
Responsibilities
Architect data pipelines for yield, SPC, failure, and reliability data; Design and maintain dashboards for executives and engineers; Partner with domain experts to translate requirements into data models; Build automated data quality checks and validation pipelines; Identify and close data gaps; Drive improvements to pipeline reliability and cost; Mentor engineers on the data organization
Seniority
Senior/Staff, hands-on IC with mentorship