Senior Data Scientist OKR Examples

Mentor 3 junior data scientists during onboarding

The goal of this objective is to make sure all our juniors perform to 100%

• Run weekly 1:1 meetings with the newcomers
• Give weekly feedback on the source code
• Complete written performance report in August

Improve algorithms for automated decision making in programmatic advertising

The goal of this objective is to decrease the costs of marketing and to increase the efficiency of our campaigns

• Develop and test 3 new algorithms
• Deploy new data visualization dashboard
• Bring the algorithms to production to run a POC

Build a new machine learning model for credit risk

The goal of this objective is to increase the quality of the borrowers

• Complete grid search to get the fastest algorithm
• Deploy the model to production for a POC by the end of June
• Introduce online learning and report the final results to the board