Grad School Resume: How to Write One for Applications
An application resume is read by admissions committees, not recruiters — and they are looking for a different signal: academic preparation, research ability, and evidence you understand what you are applying to. This guide covers the structure for graduate, law and undergraduate applications, what to include at each stage, how GPA and test scores fit, and how to describe research honestly.
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There are two documents hiding behind “grad school resume.” The first is a resume — one or two pages, aimed at professional roles and internships, sometimes required for MBA or professional-master's applications. The second is an academic CV — the long-form record with research, publications, teaching and conference activity, required for PhD and research-master's programs. Most applicants need the resume; if the program asks for a CV, give it a CV (and follow their length instructions). This guide covers the resume version first, then what changes for the CV.
What admissions committees look for
- Preparation for the program. The relevant coursework, major, and grades that show you can handle the curriculum.
- Evidence of research or applied work. A thesis, lab role, field study, or independently built project. Even a semester-long project described with method and output beats an empty page.
- Focus and fit. A narrative thread from your past work to the program's field. “Interested in biology” is weak; “three projects on microbial genetics and a summer lab role in an immunology group” is a fit.
- Follow-through. Long-term commitments: a two-year lab role, a sustained volunteer program, a job held through school. Persistence reads as a research signal.
Section order for an application resume
- Education — institution, degree (or expected), graduation date, GPA (typically include at 3.5+/4.0 or equivalent), relevant coursework, thesis title and advisor if applicable.
- Research experience — each project: title, supervisor, dates, your role, methods, and output (report, poster, paper, dataset).
- Professional experience — internships, TA/tutoring roles, clinical or field work, relevant jobs with outcomes.
- Publications and presentations — full citations; conference posters count and are worth listing separately.
- Awards and honors — scholarships, dean's list, competition results, with years.
- Skills — lab techniques, software (R, Python, SPSS, MATLAB), languages with proficiency levels.
How to describe research experience
- Two to four bullets per project, each answering: what was studied, what you specifically did, what methods or instruments you used, and what came out of it.
- Use the field's vocabulary. “Ran PCR and gel electrophoresis on 120 samples” tells a lab committee more than “assisted with experiments.”
- Quantify where possible. Sample sizes, dataset sizes, hours, number of trials, poster accepted at which conference.
- Be precise about your contribution. “Assisted” and “led” are different claims; a committee will ask about the difference in interviews.
GPA, tests, and what to leave off
- GPA: include overall GPA; add major GPA if stronger. If your GPA is below the program's typical range, it will be visible on transcripts anyway — omitting it from the resume does not hide it, but it does avoid amplifying it.
- Test scores: include GRE/LSAT/MCAT/GMAT/TOEFL/IELTS in the education block when the score is competitive. With test-optional programs, only include a score that helps.
- High school: for graduate and professional applications, high school belongs off the resume — with one exception: incoming-college applications, where it is the core of the document.
- Irrelevant jobs: keep short and compressed (“barista, 2023–2024”) or omit; committees do not penalise work while studying, they just weight it lightly.
If the program asks for a CV instead
A CV in the academic sense has no page limit and organises by category: education, research, publications, presentations, teaching, grants, awards, service, skills. It lists everything relevant, in full detail, with years — no tailoring down. Follow the program's exact instructions: some want a two-page CV, some want the full record, and some specify sections in order. When in doubt, ask the graduate coordinator; they would rather answer the question than read the wrong document.
Grad school resume example
The example below is a professional-master's applicant: two research projects described with method and output, a TA role, and coursework lines that match the target program. Notice that education leads and every research entry says what the person actually did.
Example resume
A one-page application resume, ATS-safe for programs that run submissions through a portal. Export PDF or DOCX, no account needed.
Simone Okafor
Public Health Researcher — Epidemiology · Data Analysis
Atlanta, GA · [email protected]
Summary
Public health researcher applying to MPH programs in epidemiology. Two years of research experience with datasets of 40,000+ records, one poster presentation, and a 3.7 GPA in statistics-heavy coursework.
Experience
Atlanta, GA
- Cleaned and analyzed a 42,000-record cohort dataset in R; co-authored the analysis section of a manuscript under review.
- Built the data quality pipeline (missingness, outliers, duplicate detection) now used by three lab members.
- Presented a poster on the analysis at the Georgia Public Health Association annual meeting (2025).
Atlanta, GA
- Held weekly review sessions for 60 students; average exam scores in attended sections rose 6 points.
- Wrote 8 problem sets and grading rubrics used across three sections.
Atlanta, GA
- Digitized 3 years of paper vaccination records into the county system (12,000+ entries, 99.5% verified accuracy).
- Built the weekly Excel reporting template still used by the outreach team.
Skills
Data: R (tidyverse, ggplot2), SPSS, Excel (advanced), SQL basics
Methods: Cohort analysis, Survey design, Data cleaning protocols, Literature review
Communication: Poster presentations, Technical writing, Teaching / tutoring
Languages: English (native), Spanish (professional working proficiency)
Education
Georgia State University
College application resumes (high school applicants)
- Different purpose, different structure: admissions readers want to see who you are outside your transcript. Use one page with education and test scores, then activities, leadership, work and volunteering, awards, and a short skills or interests line.
- Lead with your strongest two or three activities, described with scope and impact: how many people, how much raised, how many hours, what changed.
- Keep it consistent with the rest of your application — inconsistencies between resume, essays and activities list are a red flag.
Common application-resume mistakes
- Using corporate language. “Leveraged synergies” does not translate; committees want precision about research, teaching and results.
- Hiding the research in the experience section. Research is the headline for research programs — give it its own section, prominently placed.
- Inflating publications. “Manuscript in preparation” is fine as its own label; calling a class paper a publication is not.
- Ignores the prompt. If the program asks for a specific format, page count, or sections, that instruction is part of the evaluation.
- The wrong document type. Sending a 6-page CV to a program that asked for a one-page resume — or a one-page resume where a full CV was required — are both losing moves. Read the instructions twice.
One last structural note: application portals often parse documents the same way ATS software does, so the same rules apply — single column, standard headings, no text in images. ShitResume keeps every template linear, so an application resume reads intact whichever stage the software strips it down to.
Skills and keywords for this role
Use the terms that genuinely describe your work — an interviewer will ask about anything you list.
- Structure: education first (degree, institution, GPA if strong, coursework), then research, experience, publications, awards, skills
- Research section: project title, supervisor, dates, role, methods, output — one page-visible block
- Experience: internships, teaching assistant roles, clinical or field work, relevant employment
- Publications and presentations: citation-style entries; posters and conference talks count
- Test scores: GRE/LSAT/MCAT/IELTS — include if strong, in the education block; optional if the program is test-optional and your score is weak
- Length: one page for most applicants; two acceptable with publications or extensive research
Frequently asked questions
What is the difference between a grad school resume and a CV?
A resume is a one-to-two page targeted summary of education, research and experience, used for professional programs, internships and jobs. An academic CV is the full record — publications, presentations, teaching, grants, service — with no page limit. Check the program's instructions: if they say CV, send the CV; if they say resume, send the resume.
Should I include GPA on a grad school resume?
Include it when it is strong — typically 3.5+ on a 4.0 scale, or strong in your major. Your transcripts will show it either way, so the resume's job is emphasis, not disclosure. If your overall GPA is weaker than your major GPA, list both and let the stronger one lead.
How long should a grad school resume be?
One page for most applicants, including recent graduates and those with limited research. Two pages is acceptable when you have substantial research, multiple publications or years of relevant professional experience. A CV has no fixed limit — but follow any page count the program specifies.
What if I have no research experience?
Substitute the closest evidence: a senior thesis or capstone described with method and output, a data analysis project, a lab course with a substantial project, or relevant work (clinical hours, field work, teaching). Describe it with the same structure — what was studied, what you did, which methods, what came out — and name the skills you built.
Do I need publications to apply?
For most master's programs, no. For PhD applications, research experience matters more than publications; a poster or a conference presentation is a real credential and belongs on the resume. List manuscripts under review or in preparation honestly, labelled as such — committees check.
Should law school applications use the same resume?
Largely yes, with two adjustments: LSAT and GPA belong in the education section, and writing-heavy roles (law review, moot court, research, journalism) should be described with word counts and outputs. Most law schools accept a one-to-two page resume; follow their instructions and keep the format conservative.