in anticipating API changes, schema drift, and downstream impacts in production environments Mindset & Leadership Systems thinker...
practices, including versioning, CI/CD, monitoring, drift detection, explainability, and fairness, and integrate with shared... Experience with ML engineering and MLOps, including model versioning, CI/CD for ML, monitoring, drift detection, and automated...
. You will be troubleshooting packet loss, timing drift, flow indexing issues, clock synchronization, and performance bottlenecks...
for GenAI solutions. Operate ML pipelines with drift detection, data quality checks, and reproducibility controls. Configure... and managed AI services (Azure preferred). Exposure to MLOps/LLMOps practices, including model registry, drift monitoring...
logging with privacy controls, drift/anomaly detection). Demonstrated ability to quickly learn and build expertise in diverse...
, and leadership effectiveness metrics. Stronger talent pipelines and improved quality of hires. Reduced organizational drift...
compliance. Maintain operational health dashboards (delivery, pacing drift, vendor performance, tickets). Ensure...
types and configuration drift is effectively managed and governed closely through IT Change management. Ensuring that the...
with data science and engineering teams to assess AI-related risks, including bias, privacy, and model drift, and integrates...
, and improvements. Streamline vulnerability remediation outcomes and engineer continuous system resiliency, adaptability, drift...