Senior Applied Data Scientist

Microsoft Microsoft · Big Tech · Redmond, WA +4 · Applied Sciences

The role focuses on elevating the quality of User Identity graphs for Microsoft Advertising, impacting personalization, targeting, and measurement. It involves building predictive models, conducting data analysis, and ensuring data integrity to drive business impact and unlock new opportunities. The role is part of the Ads Data Management Platform team and requires expertise in data science, machine learning, and advanced analytics, with a focus on developing and deploying production systems.

What you'd actually do

  1. Gain expertise in a building identity graphs including applicable research techniques. Build deep knowledge of a service, platform, or domain, and identify product needs by sharing the latest industry trends and applied technologies.
  2. Review business requirements and incorporate research to meet business goals.
  3. Provide strategic direction for the kinds of data used to solve problems and apply deep subject matter knowledge to support business impact.

Skills

Required

  • Bachelor's Degree in Statistics, Econometrics, Computer Science, Electrical or Computer Engineering, or related field AND 4+ years related experience
  • Master's Degree in Statistics, Econometrics, Computer Science, Electrical or Computer Engineering, or related field AND 3+ years related experience
  • Doctorate in Statistics, Econometrics, Computer Science, Electrical or Computer Engineering, or related field AND 1+ year(s) related experience
  • equivalent experience

Nice to have

  • Master's Degree in Statistics, Econometrics, Computer Science, Electrical or Computer Engineering, or related field AND 6+ years related experience
  • Doctorate in Statistics, Econometrics, Computer Science, Electrical or Computer Engineering, or related field AND 3+ years related experience
  • equivalent experience
  • 3+ years experience conducting research as part of a research program (in academic or industry settings)
  • 1+ year(s) experience developing and deploying live production systems, as part of a product team
  • 1+ year(s) experience developing and deploying products or systems at multiple points in the product cycle from ideation to shipping
  • Experience with developing graph based identity models to perform cross device user stitching, applying deterministic and probabilistic matching algorithms to construct large-scale identity graphs

What the JD emphasized

  • developing and deploying live production systems
  • developing and deploying products or systems at multiple points in the product cycle from ideation to shipping
  • developing graph based identity models to perform cross device user stitching, applying deterministic and probabilistic matching algorithms to construct large-scale identity graphs

Other signals

  • User Identity graph
  • ads personalization
  • audience targeting
  • measurement
  • predictive models
  • data driven experiments
  • large scale identity graphs