Staff/Senior Data Scientist, Entity Resolution Team
Core
Building small business intelligence products by improving data accuracy, scalability, and predictive capabilities through entity resolution.
Role type
Staff/Senior Data Scientist (Entity Resolution)
Builds
Small business intelligence products and data platform features
Domain
Financial services / Data infrastructure
Deliverable
production ML models | product features
Required skills
Statistics, experiment design, distributed machine learning, Python, PySpark, Spark SQL, Databricks, data transformation, model development, ground truth validation, data gap detection
Preferred skills
Entity resolution, sales, marketing, KYB, credit underwriting domain experience, large complex data pipelines
Technologies
Databricks, Spark SQL, PySpark
Responsibilities
Translate customer goals into working solutions using large-scale data transformation and sound statistics; develop rigorous analysis and reproducible models; validate results against ground truth; detect and close data gaps to improve product value; implement state-of-the-art models when required.
Seniority
Senior, hands-on IC with mentorship responsibilities