Responsible for testing of server platform Machine learning firmware.
Responsibilities will include work closely with Machine learning engineers and firmware developers and validation engineers.
Develop and automate test cases and tools for the Machine learning Model validation, firmware validation, execute test cases, debug issues, file defect reports and report test progress.
Be a subject matter expertise and guide internal and external team
Qualifications
10+ years of experience in system testing
5+ years of experience in Machine learning Firmware Tester.
Requires at least 4 years of experience in Software Engineering, Python, C/C++ and automation experience.
Overall, this role is responsible for testing machine learning systems, which involves assessing and organizing data, executing tests and experiments, monitoring, and optimizing machine learning processes to help develop strong performing machine learning systems.
Designing, developing, and researching Machine Learning test systems, models, and schemes
Searching and selecting appropriate data sets before performing data collection and data modeling
Performing statistical analysis and using results to improve models.
Identifying differences in data distribution that could affect model performance in real-world situations.
Visualizing data for deeper insights
Analyzing the use cases of ML algorithms and ranking them by their success probability
Enriching existing ML test frameworks and libraries
Verifying data quality and/or ensuring it via data cleaning
Requires bachelor’s degree in computer science or a related discipline
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