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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AI score Recently posted Company A–Z

FilteredsectorData AI×

17 AI roles requiring this skill.

Company	Title	Sector	AI score	Stage
Scale AI	ML Research Engineer, ML Systems	Data AI	9	L3
Snorkel AI	Director, Research - Evaluation & Training	Data AI	8	L5
Snowflake	Senior Product Manager - Data Observability	Data AI	8	L4
Weights & Biases	Staff AI Security Engineer	Data AI	8	L4
Scale AI	ML Systems Engineer, Robotics	Data AI	8	L3
Snorkel AI	Applied AI Engineer - Federal (TS Required)	Data AI	8	L4
Scale AI	Tech Lead Manager- MLRE, ML Systems	Data AI	8	L2
Scale AI	AI Strategy Consultant, Frontier Tech	Data AI	8	L0
Celonis	Applied Value Engineer - Production	Data AI	7	L4
Scale AI	Director, Technical Program Manager	Data AI	7	L6
Snowflake	Senior Data Scientist	Data AI	7	L6
Cockroach Labs	Staff Product Manager (Data Onboarding)	Data AI	7	L4
Scale AI	Principal AI Ops Architect, GPS	Data AI	7	L6
Scale AI	Software Engineer, Robotics	Data AI	7	L0
Databricks	Staff Software Engineer, Search Quality	Data AI	7	L6
Snorkel AI	Forward Deployed Engineer - Data as a Service	Data AI	7	L0
Scale AI	Staff Infrastructure Software Engineer, Enterprise AI	Data AI	7	L4

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