ATS Resume Checker for Students & New Graduates
This page checks a student or new grad resume for degree details, projects, internships and skills written the way the posting words them. The pitfall is a designed template the parser cannot read, followed by coursework listed in place of skills. Treat projects and part-time jobs as real experience.
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How resume screening works for students and new graduates
With little work history, your resume is judged on education, projects and the skills you can show. Give your degree, major, school and graduation date in plain text, since an early-career posting may ask for them directly. Add GPA only if you choose to, and honors or coursework only when they match the posting.
Turn coursework into skills with an outcome: a capstone, a data project in Python or SQL, a lab, a club role. Internships and part-time jobs deserve full bullets with the tools used. Entry-level postings often name Excel, Python, Tableau or Salesforce; match those you genuinely know, and list nothing you could not discuss in an interview.
Terms to compare with a vacancy for students and new graduates
Include the terms you can genuinely defend in an interview — then paste the actual job posting above to see your exact gaps.
Microsoft Excel
Compare this term with the actual vacancy. Include it only if it accurately describes your experience or a qualification you hold; this checklist does not measure recruiter search frequency.
Python
Searched for entry-level data, engineering, and analyst roles; list it even if you only used it in coursework or a capstone project.
SQL
Compare this term with the actual vacancy. Include it only if it accurately describes your experience or a qualification you hold; this checklist does not measure recruiter search frequency.
Data Analysis
The phrase recruiters type for analyst-track grad roles; pair it with the tool you used (Excel, Python, R, Tableau).
Tableau
Named specifically in analyst and business intelligence postings; Power BI is the common alternative — match whichever the posting uses.
Power BI
Frequently required for entry-level reporting and analyst roles, especially at companies on the Microsoft stack.
Java
Core search term for new-grad software roles at enterprise employers; list specific languages, never just "programming."
JavaScript
Searched for front-end and full-stack grad roles, often alongside React or Node.js — name the frameworks too.
Git
Recruiters search it to confirm you've worked on real codebases; GitHub profile links reinforce it.
AWS
Cloud keywords filter new-grad tech applicants; AWS Certified Cloud Practitioner is a recognized entry-level credential worth naming in full.
Project Management
Searched for coordinator and operations grad roles; back it with a real example like a capstone or student org event.
Salesforce
Entry-level sales, marketing ops, and customer success roles filter on CRM names — say "Salesforce," not "CRM software."
Google Analytics
The standard screening keyword for entry-level marketing roles; GA4 is the current version recruiters look for.
SEO
Common filter for marketing and content grad roles, often paired with "content marketing" or "Google Ads."
Adobe Creative Suite
Design and marketing postings name it or the individual apps — Photoshop, Illustrator, InDesign — so mirror the posting's wording.
QuickBooks
Searched for entry-level accounting and bookkeeping roles, especially at smaller firms.
GPA
Many campus ATS workflows screen on GPA; include it if it's 3.5+ (or your school's strong threshold) — omitting it when asked can auto-reject.
Bachelor of Science
Spell out your degree and major exactly — "BS" alone can miss filters that search the full phrase, so include both forms.
Internship
Recruiters search the word itself when filling pipelines; label internships clearly with company, title, and dates.
Capstone Project
A recognized signal of applied work for students; name the deliverable and tools, not just the course code.
CPR Certification
Entry-level healthcare, education, and recreation roles filter on it — use the issuing body's exact name (e.g., American Heart Association BLS).
CompTIA A+
The standard entry-level IT support certification recruiters search when degrees aren't required.
Stakeholder Communication
A screening phrase in graduate-program postings; evidence it with group projects, club roles, or customer-facing part-time work.
Cross-functional Collaboration
Appears verbatim in many corporate grad-role descriptions — mirror it when it's in the posting, with a concrete example behind it.
Microsoft Office Suite
Still a literal filter at many traditional employers; list it once even if it feels too obvious to mention.
Resume mistakes that hurt students and new graduates
Using a designed template that the ATS can't parse
Two-column layouts, sidebars, text boxes, skill-rating bars, and headshot photos are everywhere in student templates — and they're the formats parsers handle worst. Content in a sidebar can vanish entirely, so the ATS sees a resume with no skills section. Use a single-column layout with standard headings (Education, Experience, Projects, Skills) and let the content do the work.
Burying degree details the ATS screens on
Campus recruiting systems often filter on degree, major, graduation date, and sometimes GPA. Write it in full: "Bachelor of Science in Computer Science, University of X, Expected May 2027, GPA 3.7." Abbreviating to "CS, class of '27" or leaving off the graduation date can drop you from filtered searches before anyone reads a word.
Describing coursework instead of skills
"Completed BUS 301: Business Analytics" matches nothing. The job description says "data analysis," "Excel," "SQL" — so your resume must too. Translate every relevant course and project into the tools and skills it taught: what you built, what you used, what came out of it.
Treating projects and part-time jobs as filler
With no full-time history, your capstone, hackathon project, student org leadership, and retail or service jobs ARE your experience section. Give them the same structure as a job: title, organization, dates, and bullets with tools and outcomes. "Server, busy restaurant" says little; "trained 4 new staff and handled 100+ covers per shift" says you can work.
Sending the same resume to every posting
Entry-level postings vary wildly in wording — one asks for "customer service," the next for "client relations." ATS keyword matching is often literal, so a single generic resume scores inconsistently across applications. Keep a master resume, then adjust the skills section and a few bullets to mirror each posting's exact phrasing. Ten tailored applications beat a hundred identical ones.
Padding with skills you can't back up
Listing every language from a one-week bootcamp module gets you past the filter and into an interview you'll fail. Recruiters at grad programs probe skills claims hard precisely because students pad. List what you can discuss for five minutes; cut the rest. An honest, well-matched resume outperforms a stuffed one at the interview stage — which is the stage that matters.
Before / after: bullets that survive the skim
Synthetic writing examples. Numbers and achievements illustrate a format; use only facts you can verify about your own work.
Member of the university marketing club
✍️ Led social media for 200-member marketing society; grew Instagram following 40% in one semester using content calendar built in Notion and analytics from Meta Business Suite
Worked part-time at a coffee shop while studying
✍️ Handled 150+ customer transactions per shift at high-volume cafe; trained 3 new hires on POS system and opened/closed store solo twice weekly while carrying a full course load
Completed a group project for my data science class
✍️ Built churn-prediction model in Python (pandas, scikit-learn) with 3-person team for capstone project; presented findings to faculty panel and achieved 82% prediction accuracy on test data
Frequently asked questions
How do I pass an ATS scan with no work experience?
The ATS matches keywords, not job titles — it doesn't penalize you for lacking experience; it penalizes you for lacking matching terms. Pull the skills, tools, and phrases from the job description and make sure every one you genuinely have appears on your resume, evidenced by coursework, projects, internships, club roles, or part-time work. A dedicated Skills section plus a Projects section with tool names in the bullets covers most of the gap.
Should I include my GPA on my resume?
Include it if it's strong — 3.5+ is the common informal bar in the US, or the equivalent classification in the UK (2:1 or above) and AU/CA. Some campus recruiting workflows filter on GPA, and leaving it blank when the application asks can count against you. If your overall GPA is weak but your major GPA is strong, list the major GPA and label it clearly. Drop GPA entirely once you have a year or two of real work experience.
Will a Canva or university career-center template hurt my ATS score?
Often, yes. Many of these templates use two columns, text boxes, icons, and graphics that parsers mishandle — skills in a sidebar can disappear completely from what the recruiter's system sees. The safest format is a single-column document with standard section headings, exported as a .docx or a text-based PDF. Run your current resume through the checker on this page to see exactly what gets lost.
Do entry-level employers really use ATS screening, or is that just big companies?
Employer workflows differ even for entry-level roles. Read the actual posting, answer screening questions truthfully and inspect the submitted document and profile fields. Historical surveys do not establish a rejection rate or prove how this employer ranks applicants.
Keep improving your resume
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