Cake Job Search

1. AI-Driven Log Triage: Design and implement NLP (Natural Language Processing) or pattern-recognition models to automatically classify, filter, and extract root-cause signatures from massive daily SSD failure logs. 2. Anomaly Detection Fuzzing: Develop ML-based fuzzing frameworks to autonomously generate boundary-pushing NVMe/PCIe commands to proactively uncover zero-day firmware vulnerabilities. 3. Digital Twin Emulation: Analyze complex telemetry and trace data from top-tier datacenter customers to build predictive models and digital twin testing workloads. 4. Data Pipeline Optimization: Build robust data pipelines to aggregate test results from 100+ concurrent testing servers into a centralized, queryable database for SVD dashboards. 5. Cross-Functional Collaboration: Partner directly with SSD domain experts (Firmware Validation Leads) to translate hardware testing pain points into software/AI solutions.