Staff/Senior Data Scientist, Entity Resolution Team
Core
Building scalable entity resolution models and pipelines to link public and private datasets for business intelligence products.
Role type
Staff/Senior Data Scientist (Entity Resolution)
Builds
Production entity resolution models and data pipelines for business intelligence products
Domain
Business Intelligence / Data Platform / Entity Resolution
Deliverable
production ML models
Required skills
Distributed machine learning, Statistics, Experiment design, Python, PySpark, Spark SQL, Databricks, Data transformation, Model validation, Ground truth strategies
Preferred skills
Entity resolution domain expertise, Sales/Marketing/KYB/Credit underwriting 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; Set high standards for rigorous analysis and model development; Develop repeatable strategies for validating results against ground truth; Detect and close gaps in data to improve product accuracy; Apply first-principles approach to problem solving
Seniority
Staff/Senior, hands-on IC with mentorship responsibilities
