Astera Labs
Technology
DataAnalyticsEngineer
Neural analysis suggests this role is
optimal for Mid candidates.
“Data Analytics Engineer at Astera Labs. Skills: Data analytics, Semiconductor test, Machine learning, Data visualization. Analyze semiconductor test data. Develop predictive models”
What You'll Achieve.
Optimize test processes; Develop diagnostic tools; Drive quality improvement; Reduce quality excursions; Improve product reliability; Enable advanced diagnostics; Enable faster root cause analysis; Enable automation
Industry & Context.
Failure investigation; Root cause analysis; Troubleshooting
What They're Looking For.
Must Have
Bachelor's degree in Electrical Engineering, Bachelor's degree in Computer Engineering, Bachelor's degree in Data Science, Bachelor's degree in Statistics, 3-5 years of experience in semiconductor test engineering, 3+ years of hands-on data analytics experience, Knowledge of ATE platforms, Familiarity with semiconductor manufacturing processes, Familiarity with test methodologies, Proficiency in Python, Proficiency in R, SQL proficiency, Experience with STDF, Experience with test executive software
Nice to Have
Master's degree preferred, Tableau proficiency preferred, Power BI proficiency preferred, matplotlib proficiency preferred, plotly proficiency preferred
What You'll Do.
Analyze semiconductor test data
Develop predictive models
Create visualization tools
Analyze system behavior
Provide debug information
Create machine learning models
Automate data quality monitoring
Develop diagnostic tools
Develop diagnostic methods
Provide customer support
Partner with engineering teams
Present recommendations
Document analytical methodologies
Maintain code repositories
Mentor junior team members
How You'll Work.
Team & Collaboration
Test engineering teams; Product engineering teams; Reliability engineering teams; Hardware teams; Firmware teams; ASIC teams; Technical stakeholders; Non-technical stakeholders; Customer quality group
Communication Scope
Present findings; Present recommendations
Full Job Description
Astera Labs (NASDAQ: ALAB) provides rack-scale AI infrastructure through purpose-built connectivity solutions. By collaborating with hyperscalers and ecosystem partners, Astera Labs enables organizations to unlock the full potential of modern AI. Astera Labs’ Intelligent Connectivity Platform integrates CXL®, Ethernet, NVLink, PCIe®, and UALink™ semiconductor-based technologies with the company’s COSMOS software suite to unify diverse components into cohesive, flexible systems that deliver end-to-end scale-up, and scale-out connectivity. The company’s custom connectivity solutions business complements its standards-based portfolio, enabling customers to deploy tailored architectures to meet their unique infrastructure requirements. Discover more at www.asteralabs.com. Position Summary We are seeking a Data Analytics Engineer with hands-on semiconductor test development experience to join our team. The ideal candidate will bridge the gap between test engineering, diagnostics, and data science, leveraging their semiconductor testing background to extract actionable insights from complex test data to optimize test processes, develop diagnostic tools/tests, and drive quality improvement initiatives. Key Responsibilities Data Analytics & Insights Analyze large-scale semiconductor test data from ATE (Automatic Test Equipment) systems Develop predictive models for yield prediction, failure analysis, and reducing quality excursions Create dashboards and visualization tools for quality monitoring Identify trends, patterns, and anomalies in production test data to improve product reliability Failure Investigation and Debug Analyze logs, test results, and system behavior to identify root cause or failure scope Reproduce issues in the lab environment and provide detailed debug information Work with hardware, firmware, and ASIC teams to drive resolution Technical Development Create machine learning models for defect classification and outlier detection Automate reporting and dat
Applying for this Data Analytics Engineer role?
Most applicants get filtered before a human reads their resume. See if yours makes the cut.
How to Apply on Greenhouse
- Create a Greenhouse profile before applying — it saves time across multiple applications.
- Upload your resume as a PDF; the parser handles it better than Word.
- Answer all knockout questions carefully — wrong answers auto-reject before a human sees you.
- Enable email notifications to track application status in real time.
ANONYMOUS · UNFILTERED
What do employees actually say about Astera Labs?
Real rants from real employees. Read before you apply.