Hygiene: Monitor live campaign performance and operational health to identify risks like member over-contact or drift...
(evaluation, drift monitoring, reproducibility, lifecycle automation) to ensure reliability, safety, and high-quality outputs...
infrastructure for performance, reliability, and cost Establish observability (monitoring, logging/tracing, data quality, drift... with Databricks Establish observability (monitoring, logging/tracing, data quality, drift alerting) and track SLO's Familiarity...
strategies such as: proper and thorough evaluation of ML models in production, detecting data/covariate/concept drift, leveraging...
standards. Drive measurable cloud security posture improvements (baseline compliance, control coverage, drift detection... baselines and ensuring they remain enforced over time (e.g., Azure Policy, automation, drift detection). Working knowledge...
deployment. Implement robust monitoring, logging, and alerting systems for ML models, tracking performance, data drift...
, SOC 2, PCI DSS, or NIST frameworks. Programming: Python for tooling (API-driven config, drift detection, linting...
, and monitoring for use case drift so tools remain correctly configured, appropriately used, and centrally administered over time. The..., while identifying and correcting unintended use or configuration drift that introduces risk without proper oversight. This includes...
distribution pipeline across multiple regions. Develop and maintain a configuration drift monitoring system using AWS Lambda...
tools. Aligns holes in member with corresponding holes in previously placed member by drifting drift pins or handle...