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.

← All skills

NumPy & Pandas

153 active AI roles across 37 companies mention NumPy & Pandas. Category: Frameworks & Tools.

Demand trend

New AI postings mentioning NumPy & Pandas per week — 120 total over 13 weeks.

Function

All Engineering · 125 Research · 26 Product · 2

Status

All Active only

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64 AI roles requiring this skill.

Company	Title	Sector	AI score	Stage
Amazon	Senior Applied Scientist, FinAuto	Big Tech	7	L6
Amazon	Sr. Applied Scientist, Private Brands Intelligence - SCIT Science	Big Tech	7	L6
Microsoft	Member of Technical Staff, Microsoft Robotics (Robotics Data)	Big Tech	7	L0
Amazon	Applied Scientist, Agentic Automated Reasoning	Big Tech	7	L4
Amazon	Senior Applied Scientist, Kuiper Data Science Platform	Big Tech	7	L4
Apple	Annotation Data Scientist, Evaluation Integrity (Siri)	Big Tech	7	L5
Apple	Machine Learning Engineer, Apple Services Engineering	Big Tech	7	L6
Amazon	Sr. Applied Scientist, WWGS Real Estate & Store Development	Big Tech	7	L6
Amazon	Senior Applied Scientist, Ad Measurements Science	Big Tech	7	L6
Amazon	Senior Applied Scientist, Ad Measurements Science	Big Tech	7	L6
Amazon	Senior Applied Scientist, Full-funnel Agentic Intelligence and Models	Big Tech	7	L4
Amazon	Sr Applied Scientist, Digital Ads , Amazon Digital Advertising	Big Tech	7	L6
Amazon	Senior Delivery Consultant - AI/ML, ASEAN Professional Services	Big Tech	7	L6
Amazon	Senior Applied Scientist, JP Science and Data - AVS ProServe	Big Tech	7	L4
Apple	Senior Apps Applied Scientist	Big Tech	7	L2
Amazon	Sr. Applied Scientist, Amazon Publisher Monetization - Ads	Big Tech	7	L4
Amazon	Senior Applied Scientist, Insights, Prime Video	Big Tech	7	L6
Apple	ML Engineer - Evaluation Analysis, Metric and Data Strategy	Big Tech	7	L5
Amazon	Senior Applied Scientist, Measurement, Ad Tech, and Data Science (MADS)	Big Tech	7	L6
Amazon	Applied Scientist, WWOS Tech	Big Tech	7	L4
Amazon	Senior Applied Scientist , Sponsored Products and Brands Ads Response Prediction	Big Tech	7	L6
Amazon	Sr. Applied Scientist, Seller Fee Science	Big Tech	7	L6
Amazon	Sr. Applied Scientist , Amazon	Big Tech	7	L6
Amazon	Sr. Applied Scientist, Prime Video - Personalization and Discovery Science	Big Tech	7	L6
Amazon	Senior Applied Scientist, International Machine Learning	Big Tech	7	L6
Amazon	Senior Applied Scientist, Agentic WorkSpaces	Big Tech	7	L3
Amazon	Senior Applied Scientist, Ad Measurements Science	Big Tech	7	L6
Amazon	Senior Applied Scientist, Sponsored Products and Brands	Big Tech	7	L6
Amazon	Sr Applied Scientist, Sponsored Products and Brands Ads Response Prediction	Big Tech	7	L2
Amazon	Senior Applied Scientist, AWS Central Economics and Science	Big Tech	7	L4

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.

NumPy & Pandas

Top employers

Often paired with

Demand trend

Frequently asked questions

Demand trend

NumPy & Pandas

Top employers

Often paired with

Frequently asked questions