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Microsoft

Senior Data Scientist - FDE

United States, Georgia, Atlanta · 6d ago

Not specified1+ YOE

Quick summary

AI parsed
Experience
1+ years data science (with Doctorate), 3+ years (with Master's), or 5+ years (with Bachelor's). Key skills: structured and unstructured data management, statistical techniques, model evaluation, data ethics and privacy, operational scaling, customer partnership, team coaching.

Responsibilities

  • Oversee acquisition and preparation of datasets, ensuring proper formatting and addressing gaps in current data
  • Drive ethics and privacy discussions around data collection; evaluate team models using business outcome metrics and recommend improvements
  • Conduct thorough reviews of data analysis and modeling techniques; research and maintain deep knowledge of industry trends and technologies
  • 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…