AI/ML & Data-Driven Development: Design, develop, and evaluate AI/ML models to analyze large-scale simulation, regression, and debug data (logs, waveforms, coverage, assertion failures). Build ML-based classification, clustering, or ranking...
Develop rigorous experimental methodologies for end-to-end workload evaluation Build research prototypes in software and/or FPGA-based hardware Perform quantitative analysis to explain observed performance behavior Contribute to internal re...
Explore and evaluate opportunities to apply AI or automation to existing SPG business operations tasks. Develop scripts, tools, or prototypes to automate data collection, reporting, or analysis tasks. Analyze operational data and identify p...
Support enterprise SSD product development activities from a systems engineering perspective. Assist with system-level characterization, data analysis, and engineering investigations for SSD R&D. Design and execute a project centered on imp...
Working on a modeling project that involves testing of new methods to perform large scale structural simulations. Report results to the team of modeling engineers and collaborate with them on the next steps. Implement and test new algorithm...
Support the development of a new ROI and marketing model, helping connect digital marketing investments to business outcomes across channels such as paid media and B2B account-based marketing. Assist in analyzing and refining a new KPI fram...
Design and implement automated data ingestion pipelines into cloud-based databases. Develop AI/ML models that analyze SSD telemetry and debug data. Build dashboards and visualization tools that present insights from large datasets. Collabor...
Design, implement, and test new features for the web-based dashboard. Develop and execute tests for server-side applications to ensure reliability and performance. Assist with customer validation activities to confirm solutions meet defined...
Responsibilities will include, but are not limited to: Working on a modeling project that involves testing of new methods to perform large scale structural and/or mechanics simulations. Implement and test new algorithms. Education should in...
Develop and refine Python-based automation tools that enhance firmware test coverage and integrate machine learning techniques. Clean, preprocess, and analyze large firmware test datasets to identify insights, anomalies, and performance pat...