Data Scientist
Core
Develop, validate, and tune statistical and machine learning models to solve complex business problems, ensuring production readiness and monitoring deployed algorithms.
Role type
Senior IC data scientist (production ML)
Builds
Production ML models, dashboards, and monitoring systems for digital identity and authentication platforms
Domain
Fintech / Digital Identity / Cryptography
Deliverable
production ML models
Required skills
Python (pandas, scikit-learn, PyTorch/TensorFlow), SQL (Snowflake), statistical methods (supervised/unsupervised learning), experimental design, data visualization (Looker), cloud platforms (AWS), API integration, model deployment and monitoring
Preferred skills
R, Java, Go, mentoring, cross-functional collaboration
Technologies
Python, pandas, scikit-learn, PyTorch, TensorFlow, Snowflake, Looker, AWS
Responsibilities
Develop and tune statistical and ML models; Partner with engineers on production deployment pipelines; Design experiments and evaluate models; Build and maintain monitoring dashboards; Monitor deployed models for drift and accuracy; Translate model results into actionable business recommendations; Mentor team on applied ML best practices
Seniority
Senior, hands-on IC
