Data Scientists & ML Specialists

A model of Data Scientists & Machine Learning Specialists based on the 2024 Stack Overflow Developer Survey. The model targets full-time, part-time, and freelance professionals and focuses on tooling and technology topics relevant to data science and machine learning.

Simulate

Target Population: Global, professional data scientists & machine learning specialists
Created: 2024-10-02T15:38:00.854+00:00
Simulation Engine: answers-1
Question Count: 20
Respondent Count: 743
Visibility: Public
Upload Filename: data_scientists_processed.csv

Tested

Average Accuracy (1-MAE)

88%

Average Squared Error (Avg RMSE)

16%

Average Normalised Information Loss (Avg NKLD)

0.0494