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Microsoft

Principal Data Scientist - FDE

United States, Georgia, Atlanta · 6d ago

Not specified3+ YOE

Quick summary

AI parsed
Experience
3+ years data science experience (Doctorate required) OR 5+ years (Master's required) OR 7+ years (Bachelor's required). Skills: managing structured and unstructured data, statistical techniques, reporting, customer-facing project delivery, model evaluation, ethics and privacy in data collection, operational scaling.

Responsibilities

  • Oversee acquisition and preparation of datasets, address data gaps, and drive ethics and privacy discussions around data collection
  • Evaluate team's models using business-outcome metrics, drive best practices, and develop operational models that run at scale
  • Research industry trends and technologies to identify strategy opportunities and contribute to thought leadership in best practices
  • Coach engineers and cross-disciplinary partners in data science best practices and scale knowledge within teams

Full description

You will oversee acquisition of the data sets necessary for your project delivery and ensure data is properly formatted and described. You will address any gaps in current data sets, and drive ethics and privacy discussions around data collection and preparation. You will evaluate your team's models using metrics tied to genuine business outcomes and recommend improvements as necessary, drive best practices for models, and develop operational models that run at scale. You'll also conduct thorough reviews of data analysis and modeling techniques and identify and invent new evaluation methods. Y…