What is ETL and how common is it in AI job postings?

ETL is a skill in the "Data Engineering" category. It currently appears in 95 active AI roles across 43 companies in our index.

Which companies are hiring for ETL?

The top employers with active AI roles mentioning ETL are: Amazon (11), Oracle (7), Celonis (6), Anthropic (6), NVIDIA (5).

Is demand for ETL growing?

Over the last 12 weeks, 68 new AI postings mentioned ETL. Demand is rising — up 192% in the last four weeks compared to the earliest four weeks in the window.

At which stage of AI development is ETL used?

Roles requiring ETL are concentrated in: agents (66%), data (12%), application (8%). These stages follow a seven-stage AI lifecycle from data preparation through to shipped product.

What skills are commonly paired with ETL?

Job postings that mention ETL most often also require: Python, Machine Learning, SQL, Agentic Systems, Data Pipelines.

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ETL

95 active AI roles across 43 companies mention ETL. Category: Data Engineering.

Demand trend

New AI postings mentioning ETL per week — 68 total over 12 weeks.

Sector

All Enterprise · 21 Big Tech · 17 Data AI · 11 AI Frontier · 11 Fintech · 9 Semiconductors · 5 Industrial · 5 Banking · 4 Retail · 3 Consumer · 3 Media · 2 Vertical AI · 1 Multimodal · 1 Consulting · 1 Aerospace · 1

Function

All Engineering · 85 Product · 6 Research · 4

Status

All Active only

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AI score Recently posted Company A–Z

95 AI roles requiring this skill.

Company	Title	Sector	AI score	Stage
Anthropic	Research Engineer, Pretraining	AI Frontier	10	L1
Anthropic	Research Engineer/Research Scientist, Pre-training	AI Frontier	10	L1
Okta	Staff Product Security Engineer	Enterprise	9	L4
Reddit	Senior Machine Learning Engineer, GenAI Security	Consumer	9	L4
Target	Lead Engineer - GenAI	Retail	9	L4
Anthropic	Research Engineer / Research Scientist, Tokens	AI Frontier	9	L1
Amazon	Data Scientist II, Alexa for Shopping Science UK	Big Tech	8	L4
Workday	Senior Cybersecurity Data Engineer - AI/ML SME	Enterprise	8	L3
Cognite	Principal Field Engineer	Industrial	8	L4
NVIDIA	Senior Applied AI and AI Infrastructure Engineer - Chip Design and DFX	Semiconductors	8	L4
NVIDIA	Engineering Manager, Inference Benchmarking — AI Perf	Semiconductors	8	L3
DocuSign	AI Engineer	Enterprise	8	L4
Amazon	Principal AI Compute SA, AGS Namer Tech	Big Tech	8	L4
Tempus AI	Staff/Senior Machine Learning Engineer, Clinical AI	Vertical AI	8	L4
JPMorgan Chase	WCR- Quantitative Research - Associate	Banking	8	L4
Stripe	Accounting Technical Solutions Lead	Fintech	8	L4
JPMorgan Chase	Finance Decision Optimization - Data Scientist Lead	Banking	8	L4
Snowflake	Principal Software Engineer - AI Poland	Data AI	8	L6
Pinterest	Staff Software Engineer, Ads Measurement Signal	Consumer	8	L4
Harvey	Senior Software Engineer, Fullstack - New Verticals	AI Frontier	8	L4
Celonis	Lead AI Deployment Architect	Data AI	8	L4
Cloudflare	Machine Learning Engineer	Enterprise	8	L4
Amazon	AI Platform Data Engineer, Ring Decisions Sciences Platform	Big Tech	8	L0
Amazon	Research Scientist, SSG Science	Big Tech	8	L3
JPMorgan Chase	Principal Technical Program Manager- AI/ML- Payments	Banking	7	L2
Outreach	Forward Deployed Engineer – AI Revenue Agents	Enterprise	7	L4
Amazon	Senior ProServe Cloud Architect, Healthcare and Life Sciences (HCLS), AWSI Sales	Big Tech	7	L4
Celonis	Lead AI Deployment Architect (Italian Speaking)	Data AI	7	L4
Disney	Lead Software Engineer-AI Licensing & Publishing Systems	Media	7	L4
Amazon	Software Development Engineer, Amazon Marketing Cloud Assistant	Big Tech	7	L4

Frequently asked questions

What is ETL and how common is it in AI job postings?
ETL is a skill in the "Data Engineering" category. It currently appears in 95 active AI roles across 43 companies in our index.
Which companies are hiring for ETL?
The top employers with active AI roles mentioning ETL are: Amazon (11), Oracle (7), Celonis (6), Anthropic (6), NVIDIA (5).
Is demand for ETL growing?
Over the last 12 weeks, 68 new AI postings mentioned ETL. Demand is rising — up 192% in the last four weeks compared to the earliest four weeks in the window.
At which stage of AI development is ETL used?
Roles requiring ETL are concentrated in: agents (66%), data (12%), application (8%). These stages follow a seven-stage AI lifecycle from data preparation through to shipped product.
What skills are commonly paired with ETL?
Job postings that mention ETL most often also require: Python, Machine Learning, SQL, Agentic Systems, Data Pipelines.

ETL

Top employers

Often paired with

Demand trend

Frequently asked questions

ETL

Top employers

Often paired with

Demand trend

Frequently asked questions