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The DataDad Newsletter · Aug 18, 2026

The 3 keywords that get a data resume past the ATS

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Ian Klosowicz · The DataDad Newsletter

Quick note from me: the $19/month door to Analyst Hive closes on 9/1. After that it’s $39/month for everyone who joins.

The strategies inside are what I’ve used to help students land $70K–$187K data roles. It’s a 90-day, day-by-day system. Do day 4 on day 4, day 15 on day 15, no guessing what comes next.

If you’re sending resumes into a void right now, that’s the exact thing it fixes.

Lock in $19/month before 9/1 here: Join Analyst Hive

Now for the single biggest reason your resume isn’t turning into interviews.

You spend a Saturday making your resume look good.

Two columns. A little skills bar with proficiency dots. A splash of color, an icon next to your email. You export it from Canva as a PDF, apply to 40 jobs, and wait.

Then nothing. Not a rejection. Not a call. Silence.

Here’s what happened to that resume. It never reached a person.

Most companies push every application through an Applicant Tracking System before a recruiter opens a single file.

The ATS reads your resume, pulls it into a database, and ranks it against the job description automatically. For a data analyst posting with 300 applicants, nobody reads 300 resumes.

The recruiter opens the ATS, filters for the skills the role needs, and looks at the 15 that surface. If your resume didn’t parse cleanly, or didn’t contain the words they filtered for, you’re not in those 15. You’re not in the pile at all.

This is literally on every job listing

The whole game is two things: getting parsed correctly, and matching the posting. That's it. The best-looking resume on earth scores a zero if the software can't read it, and a plain resume that mirrors the job description will beat it every time.

Most people spend their effort on how the resume looks to a human who's never going to see it.

ATS parsers read a page like a book. Left to right, top to bottom, one column. The second you split the page into two columns, text boxes, or tables, the parser tries to flatten it and scrambles the order. That skills sidebar you’re proud of gets shredded or dropped entirely.

Same story with headers and footers. A lot of parsers ignore them, so if your name, email, or phone number lives up in the header, it can vanish. The recruiter gets a resume with no way to contact you.

Kill the design. One column, top to bottom, plain text. It’ll feel too simple. That’s the point. Simple is what survives the machine.

The ATS ranks you on how closely your resume matches the job description. Not the spirit of it. The literal words.

If the posting says “SQL,” your resume needs the string “SQL,” not “wrote queries against relational databases.” If it says “Tableau,” write Tableau, not “data visualization tools.” If it says “stakeholders,” use the word stakeholders. You’re not dumbing it down. You’re speaking the exact language the filter is scanning for.

Read the posting, pull out every hard skill and tool it names, and make sure each one appears on your resume in the same words, as long as it’s actually true for you. Do this per application. A resume tuned to the posting will always outrank a generic one, and it takes 10 minutes.

For an entry data role, the filter is almost always looking for the same short list: SQL, a spreadsheet tool (Excel or Google Sheets), and one BI tool (Tableau or Power BI). That’s what gets screened. Put those in a clean, plain-text Skills section near the top where both the parser and a skimming recruiter hit them immediately.

Don’t bury them at the bottom under hobbies. Don’t dilute them with 15 other tools nobody asked for. Three tools, stated plainly, backed up by a project that used them.

This is the whole spine of what we build inside Analyst Hive: the exact 3-tool skill set, and the portfolio projects that prove you can use it, mapped over 90 days so you’re not guessing what to learn next. Join Analyst Hive

Parsers look for standard headings to sort your resume into fields. “Experience.” “Skills.” “Education.” “Projects.” When you get clever and label a section “Where I’ve Made An Impact,” the parser doesn’t know what that is, and the content underneath can get misfiled or lost.

Boring headings win. And save the file as a .docx or a text-based PDF, not an image and not a flattened Canva export. A quick test: open your PDF and try to highlight and copy the text. If you can’t select it, neither can the ATS.

Once you clear the filter, a human reads the top few. This is where task-lists die. “Built dashboards in Tableau” tells them nothing. Every recruiter has read that line a thousand times.

Show what the analysis changed. “Built a Tableau dashboard that flagged the 3 regions driving 60% of churn, which shifted where the retention team spent Q3.” Now there’s a decision attached to your work, and a number attached to the decision. That’s the bullet that gets you the call.

You don’t need a big-name employer for this. A portfolio project counts, as long as the bullet ends in a decision someone could’ve made off your work.

For most data analyst roles, a human never decides you’re a no. The software filters you out before anyone gets the chance to.

So stop optimizing for the human and start optimizing for the filter standing in front of the human. Plain formatting, the posting’s exact words, the 3 tools up top, decisions on every bullet. Do that and you stop losing at a stage you didn’t even know you were playing at.

Quick reminder since it’s close: Analyst Hive is $19/month until 9/1, then $39/month. If getting past the ATS and into actual interviews is the thing you’re stuck on, that’s what the community is built to fix. Join at $19 before the 1st: Join Analyst Hive

How many data analyst jobs have you applied to, and how many actually got back to you? Reply with both numbers. I want to see the real ratio people are dealing with right now.

P.S. If your resume is a PDF you exported from Canva with icons and a skills bar, that’s the first thing to kill tonight. Plain, one column, .docx. You can rebuild it in 20 minutes and it’ll outperform the pretty one on every posting you send it to.

Talk soon,
Ian

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