AI-Ready Resume Guide
Write a resume AI can actually read.
Most applications get an AI first pass before a person ever opens them — in Otto HR, every resume is parsed and scored against the role. This guide shows you how to format a resume machines read correctly, so your match score reflects your experience, not your template.
100%
Of resumes get an AI first read
1
Column — the layout parsers trust
0
Tables, icons or photos needed
The fundamentals
How AI reads your resume — and what breaks it.
Real, selectable text
Export a text-based PDF, never a scan or an image. If you can't select the words with your cursor, a parser can't read them at all.
Standard section headings
Use Experience, Education, and Skills. Parsers map your history by these headings — creative labels can leave whole sections unread.
A single-column layout
Tables, text boxes, and multi-column designs scramble reading order. One column, top to bottom, always parses cleanly.
Skills written out
Name your tools and skills literally — AI matches them against the job's requirements. A skill that isn't written isn't scored.
Consistent dates and titles
Give every role a title, an employer, and a month/year range. A clean employment history lets AI compute your experience correctly.
No decorative graphics
Charts, skill bars, icons, and headshots are invisible to parsers — they cost you space and add nothing to your score.
Before you submit
Four steps to a higher AI match score.
Start from a clean structure
One column, standard headings, a plain professional font, and a text-based PDF or Word file. Structure is what parsers read first — get it right and everything else follows.
Deniz Kaya
Product Manager
Summary
Skills
Experience
Mirror the job's language
Read the posting and use its exact terms for the skills, tools, and certifications you genuinely have. AI scores your resume against the role's requirements — synonyms and vague labels leave points on the table.
Role requirements
Show outcomes, not duties
Turn responsibilities into results with numbers: what you built, improved, saved, or grew. Both the AI ranking and the recruiter reading the shortlist reward concrete, quantified evidence.
Experience bullet
Responsible for the payments team and its processes
Cut payment failures 40% across 2M monthly transactions
Proofread like a parser
Copy your resume into a plain-text editor: if the order reads wrong or content disappears, fix the layout before applying. Then submit — and if the role offers a voice pre-screen, complete it to add signal beyond the page.
Parser view
ReadableTwo-column layout: lines read out of order
Frequently asked questions
It's a resume formatted so applicant tracking systems and AI screeners can extract your details accurately: selectable text, a single column, standard headings, consistent dates, and skills written out explicitly.
Companies hiring with Otto HR let AI read each application and score how well it matches the role's requirements. Recruiters still make every decision — the score just orders their reading list, which is why a cleanly parsed resume matters.
Either works as long as it contains real text. A text-based PDF is the safest choice because the layout can't shift; avoid scans, photos, and design-tool exports where the text becomes an image.
Often, yes. Multi-column templates with icons, skill bars, and photos look good to humans but frequently parse out of order or lose content — a plain layout scores more reliably.
No. Keyword stuffing and white-on-white text are easy to detect, and recruiters see your actual parsed text next to the score. The reliable way to raise a match score is naming your real skills clearly.
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