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.

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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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82 AI roles requiring this skill.

Company	Title	Sector	AI score	Stage
Amazon	Senior Applied Scientist, HST Health Evaluation	Big Tech	8	L2
Amazon	Senior Applied Scientist, Special Projects	Big Tech	8	L6
Amazon	Sr. Applied Scientist, Amazon Ads	Big Tech	8	L6
Microsoft	Member of Technical Staff - Data Research Engineer - MAI Superintelligence Team	Big Tech	8	L0
Amazon	Senior Applied Scientist, Translation Services	Big Tech	8	L2
Amazon	Sr. Applied Scientist, SSG Science	Big Tech	8	L2
Amazon	Sr. Applied Science , AWS Agentic AI	Big Tech	8	L4
Amazon	Senior Applied Scientist, Last Mile Delivery Automation	Big Tech	8	L4
Amazon	Senior Applied Scientist, Last Mile	Big Tech	7	L6
Apple	Data Scientist, AI/ML Model Quality	Big Tech	7	L5
Amazon	Senior Applied Scientist, Workplace Health & Safety	Big Tech	7	L6
Amazon	Senior Applied Scientist, Linear Personalization Experience Team (LPEX)	Big Tech	7	L4
Amazon	Senior Applied Scientist, Japan Prime & Marketing	Big Tech	7	L6
Apple	Data Scientist, Apple Pay Marketing (Machine Learning Research)	Big Tech	7	L4
Amazon	Professional Services III AMZ13646.13	Big Tech	7	L3
Apple	Data Architect, EMEIA Sales	Big Tech	7	L4
Amazon	Senior Applied Scientist, Ad Measurements Science	Big Tech	7	L6
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

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

NumPy & Pandas

Top employers

Often paired with

Demand trend

Frequently asked questions