Veriff
Identity Verification
SeniorDataScientist
Neural analysis suggests this role is
optimal for Senior candidates.
“Senior Data Scientist at Veriff. Skills: Machine learning, Computer vision, Data extraction, Anomaly detection. Design machine learning models. Build machine learning models”
What You'll Achieve.
Drive measurable impact; Improve instrumentation
Industry & Context.
Data-driven decision making
What They're Looking For.
Must Have
End-to-end professional experience, Deliver high-performance machine learning models, Theoretical and applied knowledge in Machine Learning, Hands-on experience with Deep Learning toolkits, Hands-on experience with Gradient Boosted models, Proficiency in SQL
Nice to Have
PhD preferred, Cloud platform certs preferred
What You'll Do.
Design machine learning models
Build machine learning models
Deploy machine learning models
Monitor machine learning models
Develop document detection algorithms
Develop classification algorithms
Develop data extraction algorithms
Develop fraud detection algorithms
Own end-to-end responsibility
Build identity verification models
Drive measurable impact
Take ownership for performance metrics
Influence in-house models
Evaluate external solution vendors
Improve instrumentation
Create new machine learning products
Establish key metrics
Derive data-driven insights
Assess product impact
Define product features
Deliver product features
How You'll Work.
Team & Collaboration
Cross-functional teams; Data professionals
Communication Scope
Communicate results; Communicate trade-offs
Full Job Description
Beneath a simple yet elegant user interface lies a complex system of functionalities. Our AI-powered product uses advanced image recognition, document detection, data extraction, fraud detection, and behavior analysis to make identity decisions. We help our partners build onboarding processes that ensure good people get things done and bad folks get stopped. In order to take our product to the next level, we need world-class data scientists to automate processes historically reserved for humans, and do so at superhuman performance levels. We are making significant investments to create a top-notch machine learning platform for prototyping, training, deploying, and monitoring machine learning models at a massive scale. Together with our world-class data annotation, data curation and MLOps teams, we fuel the AI-powered engine behind our success. As a Senior Data Scientist for the Physical Identities team, your primary responsibility will be to design, build, deploy and monitor machine learning models and solutions specifically tailored for our identity verification products. In this role, you will collaborate closely with Product Managers, Data Scientists, Machine Learning Engineers, Software Engineers and other data professionals to develop state-of-the-art document detection and classification, data extraction and fraud detection algorithms. You will drive projects like, document detection and classification, OCR extraction and validation, supervised/unsupervised detection of anomalies in physical documents or document fraud risk scoring systems and leverage our large knowledge base and production data volumes to take these initiatives from initial prototype through full production deployment. You’ll help us protect honest people online by: Owning end-to-end responsibility for building identity verification machine learning models from prototyping to production and and driving measurable impact in live environments Taking full ownership for performance metrics like
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