Applying for a Data Steward role?

Let's get you past the first filter.

Is your CV speaking the ATS's language?

Here's what an ATS scans for in a Data Steward CV, and how to use it without gaming the system.

Check your CV's match Free. No registration required.

Before you hit apply

What the ATS is actually scanning for.

An applicant tracking system can use your CV's content and structure to help match, filter, or surface candidates. For a Data Steward role, these are the terms worth checking against the job description, drawn from the work itself and the language that commonly appears in postings.

Skills & responsibilities

Data governanceMaster data managementData qualityData standardsData cleansingData managementMetadataCompliance

Tools & platforms

SQLSAPExcelMDMInformatica

Drawn from the role's skills and the tools that commonly appear in postings.

The honest way to use them

Match the language. Don't fake it.

Keywords get you read. They don't get you hired. Here's how to use them so the ATS and the human behind it both come away convinced.

Use only what you can back up

Every method and tool should map to something you've actually done. A term you can't defend in the interview just moves the problem down the hall.

Put them in context, not a list

Work the terms into real bullets about the data you fixed and the standards you set. A stray “skills” block is what a recruiter skims straight past.

Mirror the exact posting

Use the wording the specific ad uses where it's true for you. “Data governance,” “master data management,” and “data quality” can be scored differently by the same system.

Keep the format clean

Odd columns, tables, and graphics can confuse older parsers. A plain structure reads cleanly to both the ATS and the human after it.

The ATS isn't judging your worth. It's a keyword-and-formatting filter. Match the role's real language, lead with outcomes, and never claim a skill you couldn't stand behind.

See your match

How many of these does your CV already have?

Drop your CV, add the job you're targeting, and see an honest, ATS-style match: which terms you've got and which are missing. Free, no account, and your CV carries straight over.

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Illustrative example · not your result

65%

A decent keyword match. You're strong on data-quality terms; a couple of high-value governance ones are missing.

Data quality

Master data management

Data governance · missing

Data standards · missing

Straight answers

Data Steward ATS questions people usually ask.

How do I get my Data Steward CV past the ATS?

Mirror the language of the specific posting where it's genuinely true of you, keep the formatting simple, and lead each bullet with an outcome. There's no trick beyond honestly matching what the role asks for.

What keywords should a Data Steward CV include?

Terms like data governance, master data management, data quality, data standards, and data cleansing, plus tools such as SQL, SAP, or an MDM platform where you've used them. Only the ones you can back up.

Does the ATS reject Data Steward CVs automatically?

Many hiring workflows use software to rank, filter, or surface candidates rather than making a simple yes/no call on a CV alone. A weak match can still make you harder to find, which is why clear, relevant wording matters.

Do I need SQL on my Data Steward CV?

It helps for many roles and postings often list it, but not all. Put SQL on only if you actually use it. If a posting leans on hands-on data work, that's a signal the role expects it.

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