About the company
Creating a culture of collaboration in the U.S. From Austin and Atlanta to Highlands Ranch and our space in Mission Rock, our coast-to-coast hubs offer benefits, amenities and flexibility that complement each office, it’s vibe and the unique people.
Job Summary
Essential Functions
📍Ingest and prepare IAM telemetry (ForgeRock AM/DS, SAML/OIDC/OAuth events, MFA, sessions, directory logs) for analysis and modeling. 📍 Build and evaluate baseline models for anomaly detection, UEBA, and risk scoring, track clear metrics (precision/recall, ROC‑AUC/PR‑AUC). 📍Run focused EDA and A/B tests to tune adaptive journeys and MFA step‑ups for both security and user experience. 📍 Engineer features and keep work reproducible (clean notebooks, versioned datasets, lightweight data docs). 📍 Package analyses/models for production (Docker and VM’s) and contribute to CI/CD and safe rollouts (e.g., canary) with Release Engineering covering the entire scope of release and dependent functions to execute with PRE teams.
Hands-on with:
đź“ŤPython for data science (pandas, NumPy, scikit-learn) and SQL for data preparation and analysis. đź“ŤExploratory Data Analysis (EDA), basic supervised learning (logistic/trees), simple anomaly detection, model evaluation (precision/recall, ROC-AUC/PR-AUC). đź“Ť Preparing IAM-style telemetry (e.g., authentication/authorization, MFA, session, directory logs) for analysis and feature engineering. đź“ŤBuilding clear dashboards/visualizations (e.g., in Splunk, Elastic/Kibana, or Grafana).
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