NumPy & Pandas

Frequently asked questions

• What is NumPy & Pandas and how common is it in AI job postings?

  NumPy & Pandas is a skill in the "Frameworks & Tools" category. It currently appears in 153 active AI roles across 37 companies in our index.

• Which companies are hiring for NumPy & Pandas?

  The top employers with active AI roles mentioning NumPy & Pandas are: Amazon (69), JPMorgan Chase (12), Apple (8), Databricks (6), Instacart (5).

• Is demand for NumPy & Pandas growing?

  Over the last 13 weeks, 120 new AI postings mentioned NumPy & Pandas. Demand is rising — up 123% in the last four weeks compared to the earliest four weeks in the window.

• At which stage of AI development is NumPy & Pandas used?

  Roles requiring NumPy & Pandas are concentrated in: agents (35%), application (32%), post-training (12%). These stages follow a seven-stage AI lifecycle from data preparation through to shipped product.

• What skills are commonly paired with NumPy & Pandas?

  Job postings that mention NumPy & Pandas most often also require: scikit-learn, Machine Learning, TensorFlow, Spark, SciPy.