Principal/ Senior Data Scientist - FDE
Core
Oversee data acquisition and formatting, drive ethics/privacy in data collection, evaluate models against business outcomes, and develop operational models at scale.
Role type
Principal/Senior Data Scientist
Builds
Operational models and data pipelines
Domain
Data Science / Analytics
Deliverable
production ML models
Required skills
Data acquisition and formatting, Ethics and privacy strategy, Model evaluation and metrics, Operational model development, Business and solution strategy, Cross-functional coaching
Preferred skills
Thought leadership in best practices, Extensible code development, Debugging techniques
Technologies
N/A
Responsibilities
Oversee acquisition of data sets and ensure proper formatting and description, Address gaps in current data sets, Drive ethics and privacy discussions around data collection, Evaluate team models using metrics tied to business outcomes, Recommend improvements and drive best practices for models, Develop operational models that run at scale, Conduct thorough reviews of data analysis and modeling techniques, Identify and invent new evaluation methods, Research and maintain deep knowledge of industry trends and technologies, Define business, customer, and solution strategy goals, Partner with teams to identify and explore new opportunities, Coach engineers and cross-disciplinary partners in data science best practices
Seniority
Principal/Senior, hands-on IC with strategy & mentorship
