Staff Engineer, FW & Product Test Eng
Core
Develop and execute firmware verification plans for enterprise SSDs using Python, implementing white-box, grey-box, and black-box test methodologies, and applying AI/ML techniques for anomaly detection and automation.
Role type
Staff Engineer, Firmware & Product Test (AI/ML focus)
Builds
Verification plans, automated test scripts, and AI-driven failure analysis tools for NVMe SSDs
Domain
Semiconductor / Storage / Firmware Testing
Deliverable
production ML models
Required skills
Python, Test Automation, Machine Learning, Root Cause Analysis, NVMe Protocols, Data Analysis, AI/LLM Integration, Agentic AI, Generative AI
Preferred skills
TensorFlow, PyTorch, Embedded Systems, Git, Agile Workflows, AI-Assisted Coding Tools
Technologies
Python, NumPy, pandas, scikit-learn, NVMe, FPGA, LLMs, Generative AI, Agentic AI
Responsibilities
Design and implement grey-box, white-box, and black-box test methodologies; Analyze failures from weekly regressions and perform root-cause analysis; Develop and enhance Python-based test automation scripts; Apply AI/ML techniques for anomaly detection and failure-pattern identification; Collaborate with firmware engineers to improve product reliability; Utilize AI coding tools and Agentic AI solutions to improve engineering productivity.
Seniority
Staff, hands-on IC with strategic AI integration
