. Diagnose systemic issues (drift, feedback loops, cold start, pacing imbalance, auction inefficiencies) and lead cross...
-on familiarity with LLMOps/MLOps practices: evaluation harnesses, monitoring, drift detection, data pipelines, and human-in-the-loop...
systems: MLflow (or equivalent), feature stores, model registry, drift detection, automated testing. Engineer solutions...
, patching, and vulnerability management Drive automation for drift detection, patching, remediation, and compliance reporting...
Build evaluation loops (precision/recall, calibration, drift, human-in-the-loop) and publish dashboards/SLOs...
of AI pipelines, encompassing logging, tracing, and metrics to detect drift, anomalies, or performance bottlenecks. Security, Privacy...
environment drift by leveraging and improving infrastructure as code and configuration management processes. May collaborate...
, and Python running on GCP Implement automated tests and validation to detect data drift or labeling inconsistencies...
development concepts (training, validation, metrics, drift management) Understanding of edge computing, firmware dependencies...
across data operations, model monitoring, automation, drift detection, DI 2026 initiatives, and pipeline development... models using consistent frameworks. Automate drift detection, label validations, and quality guardrails. Support DI Product...