Detection Machine Learning Manager
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The role
Own the quarterly roadmap for the Attack Detection team, coordinating with Tech Leads to prioritize and adjust items.
Develop and operate an extremely high-recall detector engine, combining model-based and heuristic detectors for adversarial environments.
Own automated model retraining pipelines to continuously learn from new attack patterns at scale.
Build text-based signals to model suspicious content across multiple languages, and signals at message, sender, and recipient levels.
Own customer-impacting metrics and system metrics, driving recalls, precision, and automation, while repairing degradations.
Mentor engineers, manage roadmap delivery, and align stakeholders with platform and infrastructure initiatives.
Develop and operate an extremely high-recall detector engine, combining model-based and heuristic detectors for adversarial environments.
Own automated model retraining pipelines to continuously learn from new attack patterns at scale.
Build text-based signals to model suspicious content across multiple languages, and signals at message, sender, and recipient levels.
Own customer-impacting metrics and system metrics, driving recalls, precision, and automation, while repairing degradations.
Mentor engineers, manage roadmap delivery, and align stakeholders with platform and infrastructure initiatives.
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