How Tech Recruiters Actually Screen Resumes
November 3, 2026
Tech hiring runs through the same kind of applicant tracking software everyone else's resume does, but the specific ways a technical resume gets flagged or ranked lower are different from a general “resume mistakes” list. Three come up constantly.
The two-column sidebar problem
A skills sidebar down the left or right edge of the page, tools and languages stacked in a narrow column next to the main content, is a genuinely common engineering-resume layout. It's also a real parsing risk: many ATS platforms read a page in a single left-to-right, top-to-bottom pass, and a two-column layout can interleave the sidebar's text into the middle of an unrelated bullet point, or drop it from the extracted text entirely. Of the six templates in ResuMakeAi's builder, only Modern renders genuinely two-column, the other five are single-column bodies specifically to avoid this. See best resume format for 2026 for the full per-template breakdown.
A skills list nothing else on the page backs up
“Python, React, AWS, Kubernetes, Docker, Terraform” as a standalone line matches keywords, but it doesn't demonstrate anything, and an increasing number of screening steps (including a human recruiter's first pass) specifically look for whether a listed skill also shows up in context somewhere in the experience section. A tool named once in a bullet describing what you actually built with it does more work than the same tool sitting alone in a list.
Exact terminology over close synonyms
This applies everywhere, but it's sharper in tech because the terms are more precise: “CI/CD,” “microservices,” “infrastructure as code” don't reliably match against a resume that says “automated deployments,” “modular services,” or “scripted server setup,” even though a human engineer would read them as the same thing. If a posting names a specific tool or pattern, match its exact wording, not a paraphrase. See how to tailor your resume to a job posting for the full keyword-matching process.
What actually helps
Check your resume against a specific job posting rather than a generic template, since the exact tools and terms a posting names are what a real screen (human or automated) is actually looking for. The free ATS + job match checker scores your resume against a pasted job description and flags missing keywords and formatting risk, including the two-column issue above, with no signup required. For a template built specifically around this, see the software engineer resume builder.