Annapurna Labs

Technology

ProductDevelopmentEngineer

$136–184k Austin, Texas, United States FULL TIME
Market Sentiment
HIGH DEMAND

Neural analysis suggests this role is
optimal for Senior candidates.

The Brief

“Product Development Engineer at Annapurna Labs. Skills: Silicon Yield, Product Engineering, Semiconductor Manufacturing, Data Analysis. Perform detailed data analysis. Optimize yield, test time”

What You'll Achieve.

Improve yield; Improve performance; Optimize test time; Implement optimal screening; Drive corrective actions; Improve quality

Industry & Context.

Technology
Problems you'll solve

Analytical skills; Problem solving skills; Root cause analysis; Yield debug

What They're Looking For.

Must Have

Bachelor's degree in Electrical Engineering, 2+ years semiconductor industry experience, Experience using Python or scripting languages, Analytical and problem-solving skills

Nice to Have

Yield and performance optimization experience, Understanding of ATE test content, Experience setting test limits, Experience with power, performance characterization, Knowledge of ATPG scan diagnostics, Experience with SRAM bitmap analysis, Proficiency in statistical analysis tools, Automation for semiconductor test data, Experience building automated analysis systems, Experience building interactive dashboards, Familiarity with AWS services

What You'll Do.

Perform detailed data analysis

Implement optimal screening methodologies

Develop automation systems

Maintain automation systems

Compare yields across OSATs

Monitor performance metrics

Drive timely corrective actions

Lead functional test improvements

Lead structural test improvements

Perform targeted characterization

Collect critical performance data

Design comprehensive dashboards

Enable cross-functional teams

Automate alert systems

Identify issues rapidly

Resolve issues rapidly

Foster stakeholder relationships

Drive corrective actions

Collaborate with test engineering

Collaborate with system validation

Collaborate with DFT teams

How You'll Work.

Team & Collaboration

Cross-functional teams; Test engineering; System validation; DFT teams

Communication Scope

Stakeholder relationships

Process & Methodology

DOE planning

Full Job Description

AWS-Annapurna team develops the silicon used in our most advanced machine learning accelerator servers at cutting edge process nodes. These SOCs are used in massively scaled server clusters to provide best hardware platform for our customers to run training and inference workloads. We are seeking an experienced Silicon Yield Product engineer with expertise in yield debug on leading edge process technology nodes. This experienced engineer will be responsible for optimizing manufacturing process with foundry partners to improve yield and performance of our machine learning chips. They will interact with ATE, Systems test teams and Silicon design teams to identify systematic yield issues and work on debug to find root cause. This role involves collaborating with various teams to develop innovative solutions to optimize yield and performance for our products. Strong analytical and problem solving skills, knowledge of semiconductor manufacturing process and expertise in statistical analysis are essential for success in this role. Our final product is a server, not just the silicon, so you will find yourself stretching beyond traditional silicon product engineering boundaries and dealing with various system issues and data sets, providing ample opportunities to learn. Key job responsibilities - Perform detailed data analysis of ATE Test, SLT test, and System test data to optimize yield, test time, and implement optimal screening methodologies across platforms. - Develop and maintain automation systems to compare yields across OSATs, testers, and setups, while monitoring performance metrics to drive timely corrective actions. - Lead functional and structural test coverage improvements at ATE and system levels through strategic DOE planning and targeted characterization efforts to collect critical performance data. - Design and maintain comprehensive dashboards enabling cross-functional teams to monitor key metrics, with automated alert systems for rapid issue identificatio

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