AMD · 16 hours ago
Product Development - Server Silicon Data Analyst (Sort, Final Test & SLT)
Austin, TX
Full-time
Hybrid
Mid Level
$124K/yr - $186K/yrAMD is a leading company in the semiconductor industry that focuses on building innovative products for next-generation computing experiences. The Server Silicon Data Analyst will be responsible for transforming data into actionable insights to improve product yield and test efficiency, while collaborating across various teams to drive data-driven strategies and solutions.
Embedded SoftwareArtificial Intelligence (AI)SemiconductorCloud ComputingElectronicsHardwareAI InfrastructureComputerEmbedded SystemsGPU
No H1B
Responsibilities
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
Build and execute characterization analysis plans (Sort & Final Test across PVT) to determine optimal test points, guardbands, and binning strategies
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
Apply structured data analysis to accelerate process, device, and yield issue debug and closure in partnership with Fab, Product, Platform, and Test Engineering
Develop JMP/Python workflows, dashboards, and reports for recurring analyses (SPC, outliers, trend break detection, screening efficiency)
Identify and deliver incremental (‘next 5%’) enhancements to requirements clarity, entitlement tracking, data reliability, and workflow efficiency
Qualification
Required
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 (guardbanding, 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
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
B.S./M.S. in Electrical or Computer Engineering, or related field (e.g., CE/ECE/Data‑focused disciplines) or equivalent experience
Preferred
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
Benefits
AMD benefits at a glance.
Company
AMD
Advanced Micro Devices is a semiconductor company that designs and develops graphics units, processors, and media solutions.
Founded in 1969
10001+ employees
Funding
Current Stage
Public CompanyTotal Funding
unknownKey Investors
OpenAIDaniel Loeb
2025-10-06Post Ipo Equity
2023-03-02Post Ipo Equity
2021-06-29Post Ipo Equity
Leadership Team
Lisa Su
Chair & CEO
Mark Papermaster
CTO and EVP
Recent News
2026-02-06
The Next Platform
2026-02-06
2026-02-06
Company data provided by crunchbase