Product Development - Server Silicon Data Analyst; Sort, Final Test & SLT

WHAT YOU DO AT AMD CHANGES EVERYTHING

At AMD, our mission is to build great products that accelerate next‑generation computing experiences—from AI and data centers, to PCs, gaming and embedded systems. Grounded in a culture of innovation and collaboration, we believe real progress comes from bold ideas, human ingenuity and a shared passion to create something extraordinary. When you join AMD, you’ll discover the real differentiator is our culture.

We push the limits of innovation to solve the world’s most important challenges—striving for execution excellence, while being direct, humble, collaborative, and inclusive of diverse perspectives. Join us as we shape the future of AI and beyond.

As a Server Silicon Data Analyst, you will enable entitlement outcomes for AMD server products by transforming Sort, Final Test, and SLT data into actions. You’ll define and execute data‑driven characterization strategies across PVT corners, partner with Product/DFT/Test to ensure coverage meets yield, test time, quality, and schedule targets, and drive post‑silicon debug closure using analytics, automation, and clear storytelling.

• Self‑starter passionate about advanced semiconductor data and products
• Thrives in dynamic, high‑performance, fast‑changing environments; forward‑thinking mindset
• Anticipates risks and opportunities; proactively shapes data‑driven product strategies
• Strong problem‑solving and structured debug skills using data
• Effective communicator; collaborates across globally distributed teams
• Able to influence across Fab, Test, DFT, Design, Quality, Platform
• Team‑oriented, supportive, and collaborative
• Continuous‑improvement mindset; delivers “next 5%” enhancements

• Coverage & Requirements:
  Translate product requirements into measurable test coverage and pre‑silicon pattern requirements; collaborate with DV/DFT to align ATPG/MBIST/JTAG/at‑speed data outputs with product goals.
• Characterization Analytics:
  Build and execute characterization analysis plans (Sort & Final Test across PVT) to determine optimal test points, guard bands, and binning strategies.
• Yield, Quality & Test Time:
  Use statistical methods to monitor entitlement gaps, quantify impact, and implement actions to improve yield, reduce DPPM, and optimize test time across Sort/FT/SLT.
• Post‑Silicon Debug:
  Apply structured data analysis to accelerate process, device, and yield issue debug and closure in partnership with Fab, Product, Platform, and Test Engineering.
• Automation & Visibility:
  Develop JMP/Python workflows, dashboards, and reports for recurring analyses (SPC, outliers, trend break detection, screening efficiency).
• “Next 5%” Improvements:
  Identify and deliver incremental (‘next 5%’) enhancements to requirements clarity, entitlement tracking, data reliability, and workflow efficiency.

Illustrative outcomes: +2–5 pp yield uplift on early lots, −10–20% test time on stabilized flows, ≥25% reduction in repeat‑test‑induced escapes, measurable DPPM reduction aligned to customer targets.

• Experience in product/test/semiconductor data analysis or product engineering analytics
• Proficiency with statistical analysis and data tooling (e.g., JMP, Python/pandas); capable of building reusable analytics/automation
• Experience with characterization and test point optimization (guard banding, PVT coverage, screening effectiveness)
• Understanding of semiconductor process, packaging, and test technologies
• Demonstrated ability to drive cross‑functional closure with Fab/Design/DFT/Test/Quality
• Clear communicator who can convert complex data into decisions and actions

• Familiarity with DFT data: ATPG scan, MBIST, JTAG, at‑speed test; integration with ATE flows
• ML exposure applied to production/test data (e.g., anomaly detection, outlier screening, test time prediction, adaptive test) using Python/scikit‑learn/AutoML
• Experience with SPC, control charts, and production monitoring at scale
• Server‑class devices and performance binning strategies
• Semiconductor fabrication process optimization or device performance validation exposure

• B.S./M.S. in Electrical or Computer Engineering,…