scikit-learn

Frequently asked questions

• What is scikit-learn and how common is it in AI job postings?

  scikit-learn is a skill in the "Frameworks & Tools" category. It currently appears in 306 active AI roles across 57 companies in our index.

• Which companies are hiring for scikit-learn?

  The top employers with active AI roles mentioning scikit-learn are: Amazon (82), Walmart (47), Capital One (24), JPMorgan Chase (18), Apple (17).

• Is demand for scikit-learn growing?

  Over the last 12 weeks, 231 new AI postings mentioned scikit-learn. Demand is rising — up 65% in the last four weeks compared to the earliest four weeks in the window.

• At which stage of AI development is scikit-learn used?

  Roles requiring scikit-learn are concentrated in: agents (41%), application (27%), serving infrastructure (13%). These stages follow a seven-stage AI lifecycle from data preparation through to shipped product.

• What skills are commonly paired with scikit-learn?

  Job postings that mention scikit-learn most often also require: Machine Learning, TensorFlow, Python, Spark, PyTorch.