State of Optimization in Data Science Report – 2022



To explore how data scientists are using mathematical optimization today, Gurobi Optimization surveyed current data practitioners, independent consultants working on data science projects, and data science/analytics leaders.

The report provides insights on:

  • Awareness of the power of mathematical optimization and its use.
  • Which applications can benefit from optimization.
  • Experience using solvers and the significant opportunity for data scientists to discover the power that a commercial solver can provide.