What ATS Score Do Research Analysts Need?
Most Research Analyst resumes score around 47 — well below the 65+ needed to pass ATS filters at most employers. Here's exactly what the numbers mean and how to improve yours.
ATS Score Benchmarks — Research Analyst
Where does your score put you in the hiring funnel for Research Analyst roles?
| Score Range | What It Means | Outcome |
|---|---|---|
| 80–100 | 70–100: methodology named, tools explicit, sample/data scale, business impact all present | Shortlisted ✓ |
| 65–79 | 54–69: Research background clear — likely missing tool specifics or business impact | Usually passes ATS |
| 45–64 | 34–53: Generic analytical language — no method or tool specifics | At risk of filtering |
| Below 45 | Below 34: Will not pass research-tool-specific ATS filters | Filtered out ✗ |
Average Research Analyst resume score: 47. This means the majority of applicants are filtered before a recruiter sees their resume.
How ATS Calculates Your Score
ATS systems don't grade your writing — they measure keyword match, section completeness, and formatting parseability. For Research Analyst roles, Research analyst ATS filters vary by industry — financial research roles filter on Bloomberg/Refinitiv, while market research roles filter on SPSS, Qualtrics, and survey methodology. Python and SQL appear in over 50% of 2025-26 research analyst job descriptions across all sectors. "Quantitative research" and "qualitative research" are scored as separate keywords.
~50%
Keyword Match
How many of the Research Analyst-specific keywords from the job description appear in your resume
~30%
Section Completeness
Presence and correct labelling of Summary, Experience, Skills, Education sections
~20%
Format Parseability
Whether ATS can read your resume — columns, tables, and images often cause parsing failures
Why Most Research Analyst Resumes Score 47
The average score of 47 comes down to three consistent patterns we see across thousands of Research Analyst resumes:
Generic skills section
Research Analyst resumes frequently list broad terms when ATS is filtering for specific tool and platform names. Exact keyword matching matters.
Missing role-critical keywords
Resumes submitted without tailoring miss the specific terminology used in each job description, cutting keyword-match scores dramatically.
ATS-unfriendly formatting
Multi-column layouts, tables, and custom fonts prevent ATS from parsing the resume at all — resulting in a near-zero score even for a highly qualified candidate.
ATS Platforms Used for Research Analyst Hiring
Each platform has slightly different parsing logic, but all perform keyword matching against the job description.
More Research Analyst Resume Tools
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