What is Data Quality and how common is it in AI job postings?

Data Quality is a skill in the "Data Engineering" category. It currently appears in 452 active AI roles across 105 companies in our index.

Which companies are hiring for Data Quality?

The top employers with active AI roles mentioning Data Quality are: Amazon (48), xAI (28), Capital One (21), Apple (17), Walmart (15).

Is demand for Data Quality growing?

Over the last 12 weeks, 319 new AI postings mentioned Data Quality. Demand is rising — up 151% in the last four weeks compared to the earliest four weeks in the window.

At which stage of AI development is Data Quality used?

Roles requiring Data Quality are concentrated in: agents (41%), data (20%), application (12%). These stages follow a seven-stage AI lifecycle from data preparation through to shipped product.

What skills are commonly paired with Data Quality?

Job postings that mention Data Quality most often also require: Machine Learning, Python, Data Science, Data Pipelines, Production ML Systems.

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Data Quality

452 active AI roles across 105 companies mention Data Quality. Category: Data Engineering.

Demand trend

New AI postings mentioning Data Quality per week — 319 total over 12 weeks.

Function

All Engineering · 361 Product · 48 Research · 44

Status

All Active only

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15 AI roles requiring this skill.

Company	Title	Sector	AI score	Stage
Meta	Postdoctoral Researcher (PhD) - FAIR - Core Learning	Big Tech	10	L1
Meta	Research Scientist, FAIR SGT - New York	Big Tech	10	L1
Meta	Research Scientist, FAIR SGT - Paris	Big Tech	10	L1
Apple	AIML - Machine Learning Engineer in Foundation Models, Responsible AI and Safety	Big Tech	9	L2
Microsoft	Member of Technical Staff - Machine Learning (AI Team)	Big Tech	9	L4
ByteDance	Research Scientist in Large Multimodal Models Applications - San Jose	Big Tech	9	L2
Meta	Research Scientist Intern, Audio Quality with AI (PhD)	Big Tech	8	L2
Meta	Visiting Researcher, FAIR (University Grad)	Big Tech	8	L0
Amazon	Senior Applied Scientist, Fauna	Big Tech	8	L5
Amazon	Senior Applied Scientist, Fauna	Big Tech	8	L5
Amazon	Applied Scientist, AGI , AGI Information	Big Tech	8	L0
Google	Senior Data Scientist, Research, Search Intelligence Quality	Big Tech	7	L5
Microsoft	Applied Sciences PhD	Big Tech	7	L2
Amazon	Senior Computational Biologist, Special Projects	Big Tech	7	L2
Microsoft	PHD Research Sciences INTERN	Big Tech	7	L0

Frequently asked questions

What is Data Quality and how common is it in AI job postings?
Data Quality is a skill in the "Data Engineering" category. It currently appears in 452 active AI roles across 105 companies in our index.
Which companies are hiring for Data Quality?
The top employers with active AI roles mentioning Data Quality are: Amazon (48), xAI (28), Capital One (21), Apple (17), Walmart (15).
Is demand for Data Quality growing?
Over the last 12 weeks, 319 new AI postings mentioned Data Quality. Demand is rising — up 151% in the last four weeks compared to the earliest four weeks in the window.
At which stage of AI development is Data Quality used?
Roles requiring Data Quality are concentrated in: agents (41%), data (20%), application (12%). These stages follow a seven-stage AI lifecycle from data preparation through to shipped product.
What skills are commonly paired with Data Quality?
Job postings that mention Data Quality most often also require: Machine Learning, Python, Data Science, Data Pipelines, Production ML Systems.

Data Quality

Top employers

Often paired with

Demand trend

Frequently asked questions

Demand trend

Data Quality

Top employers

Often paired with

Frequently asked questions