Senior Data Scientist
Core
Design, build, deploy, and monitor machine learning models for identity verification products, focusing on document detection, classification, data extraction, and fraud detection.
Role type
Senior IC machine learning engineer (identity verification)
Builds
Production ML models for document detection, OCR extraction, anomaly detection, and fraud risk scoring
Domain
Fintech / Identity Verification / Computer Vision
Deliverable
production ML models
Required skills
Computer Vision, Data Extraction, Anomaly Detection, Deep Learning (TensorFlow, PyTorch), Gradient Boosted models (XGBoost, Catboost), SQL
Preferred skills
End-to-end ML model ownership, product thinking, biometrics domain expertise
Technologies
TensorFlow, PyTorch, XGBoost, Catboost
Responsibilities
Own end-to-end ML model lifecycle from prototyping to production; drive performance metrics like verification accuracy and false acceptance rates; evaluate external solution vendors; establish key metrics and conduct experiments to assess product impact; collaborate with engineers to deliver high-impact biometrics features
Seniority
Senior, hands-on IC
