Senior Data Scientist, Algorithms - Identity (Trust)
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仕事内容
Lead the design, development, and deployment of production AI/ML models for identity verification and fraud detection.
Develop feature engineering, model evaluation, thresholding, and lifecycle management in high-stakes environments.
Advance verification technologies including biometrics, NFC, and device integrations for robust identity checks.
Collaborate with product, engineering, and operations to translate insights into scalable, impact-driven solutions.
Automate human-in-the-loop labeling and intelligent sampling to improve rare-event detection and model robustness.
Measure impact through experiments and causal analyses, and communicate results with clear data storytelling to drive decisions.
Develop feature engineering, model evaluation, thresholding, and lifecycle management in high-stakes environments.
Advance verification technologies including biometrics, NFC, and device integrations for robust identity checks.
Collaborate with product, engineering, and operations to translate insights into scalable, impact-driven solutions.
Automate human-in-the-loop labeling and intelligent sampling to improve rare-event detection and model robustness.
Measure impact through experiments and causal analyses, and communicate results with clear data storytelling to drive decisions.
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