Employers hiring computer science students often screen on graduation date, GPA, coursework and work authorization, then look for a project they can open.
Each example follows a different student or graduate, including a sophomore with class projects, a transfer student, a master's candidate and a career changer finishing the degree online.
Ikaika has no internship, so his capstone and two course projects sit in the experience section alongside his lab job. His summary opens with his May 2027 graduation, his 3.5 GPA and the Operating Systems and Compilers courses that some new-grad ads ask for by name, and it closes with his work authorization.
His capstone bullets name his own part of the team build, such as the booking API, so a reviewer can see which code he wrote.
Nine more examples by stage of the degree and target role
Pick the example closest to where you are in the degree, then compare how it orders education, projects and jobs. A sophomore and a career changer fill the top of the page very differently.
Sophomore applying for a first internship
Oyuun has no technical job yet, so two course projects, a tutoring role and a programming club fill the experience section. Each project names the course, the language and a result a reviewer can check, such as 10,000 simulated requests handled in under two seconds. The summary states the summer term and 10-week minimum that some internship ads ask about. Use it if you're in your first or second year with coursework and a campus job.
Course projects listed as experience with the course named
Tutoring role shows weekly explaining and debugging work
Summary states the internship term and minimum length
Junior with one internship, aiming at a larger company
Fatimah's summer internship comes first, with four bullets that name the dashboard feature she shipped, the 85 dispatchers who use it and the query she sped up from 4.1 to 0.6 seconds. Her current database course project follows in present tense, and her summary names the courses she's finished and the one she's taking now. Use it if you're in your penultimate year and one internship is your strongest evidence for a larger company's program.
Internship bullets name the feature, its users and a measured speedup
Current course project written in present tense
May 2028 graduation shows she's in her penultimate year
M.S. student with a thesis and a teaching job
Szymon lists his thesis on caching repeated analytical queries as research experience, with a benchmark result in its second bullet. His teaching assistant role shows distributed systems depth through the Raft labs he grades and the autograder test he maintains. Both degrees appear in education, the Polish bachelor's with its city and country. Use it if you're a master's student applying for new-grad roles or a research-heavy internship.
Thesis written as research experience with a benchmark result
Teaching assistant work shows distributed systems depth
Foreign bachelor's degree listed with city and country
Undergraduate applying to research labs
Emre splits his lab work into two entries: a finished spring semester in past tense, including his workshop paper and author position, and his current honors thesis in present tense. Bullets describe data cleaning, reproduced baselines and logged experiment runs, so a lab can see his results can be rerun. His Turkish appears as a skill because his current study uses it. Use it if you're applying for research assistant, lab engineer or graduate research roles.
Workshop paper credited with author position
Reproducibility work stated in its own bullets
Language skill tied to the current study
New graduate whose app and open-source work lead
Chukwuemeka's study-planner app is his first entry, with sign-ups, weekly active users and an App Store rating a startup reviewer can check. Open-source work follows, counting merged pull requests and naming what each change did. His eight-week internship comes last because it is his thinnest evidence, and he leaves GPA off for startups that don't ask. Use it if you've shipped something people use and want to apply to startups.
Shipped app placed first with usage numbers
Merged pull requests counted and described
Short internship placed below stronger project work
CS senior applying to technology analyst programs
Anneke is applying to corporate technology and data analyst programs, so her summary and skills repeat those ads' wording: Linux, Windows, Java, SQL and scripting. Her help-desk internship counts weekly tickets and the 400 staff she supported, and a PowerShell script shows scripting on the job. A statistics minor and a regression course project support the data track. Use it if you want a bank or enterprise analyst program rather than a developer role.
Skills mirror analyst program wording
Help-desk internship measured by ticket volume and staff supported
Statistics minor backed by an R and SQL course project
Graduate still searching while working outside tech
Zeynep graduated in December 2025 and works as a restaurant shift lead, which she keeps on the page with scheduling and training bullets. Above it sit two apps built since graduating: a volunteer scheduling tool a food pantry uses, with no-shows down from 11 to 4 a month, and a budgeting app whose README gets it running in five minutes. Use it if you've graduated, have no tech offer yet and need to show recent work.
Post-graduation projects placed above the restaurant job
Volunteer tool measured by results for its users
Summary states she can start immediately
Warehouse supervisor finishing an online CS degree
Siosaia keeps eight years of warehouse supervision because it shows team leadership and logistics knowledge, and he connects it to software through the Python cycle-count script all three shifts use. His online degree shows its August 2027 finish date and GPA. A software engineering course project shows automated testing with teammates in three time zones. Use it if you're changing careers and your current job already involves data or tools.
Current job bullets include a script coworkers use
Online degree listed with expected finish date and GPA
Summary names the logistics software roles he's targeting
Transfer student from a community college
Hye-jin lists both degrees: her bachelor's with a May 2028 graduation and her associate degree with its 3.8 GPA. Two years of C++ tutoring, counted in logged sessions, and a second-place hackathon finish carry the experience section, and a transfer peer mentor role shows her current campus job. Use it if you transferred into a four-year program and want your community college work to count toward an internship.
Associate degree and GPA listed under the bachelor's
Hackathon result with team size and time limit
Tutoring counted in logged sessions
Choose a template, then put your strongest evidence first
The best resume template for a computer science student is any clean one-page layout. What changes how a reviewer reads it is the entry you put first and how you list your skills, so find your situation below.
Whatever layout you pick, keep education in the top third of the page while you're a student or in your first year after graduating. Move it below experience once you've held a full-time technical job.
Your situation
Examples
First experience entry
Projects and skills
No internship yet
Ikaika, Oyuun, Hye-jin
Your capstone or current campus job, with class projects and hackathons as their own entries below it
Put the course or event in each project's location line. List only languages and tools that appear in an entry.
One internship or a shipped app
Fatimah, Chukwuemeka
The stronger of the two: Fatimah's internship, or Chukwuemeka's app ahead of his eight-week internship
Keep a course project or open-source work when it shows something the first entry doesn't. Lead your skills with the stack in the job post.
Thesis or research lab
Szymon, Emre
The thesis or lab work, written as research experience
List a paper inside the lab entry with your author position. Name methods such as PyTorch or benchmarking in your skills.
Job outside tech
Zeynep, Siosaia
Projects built since graduating, or your current job when it already includes code, such as Siosaia's cycle-count script
Keep the job's bullets on leading, training or tools. List domain skills such as inventory control after the technical ones.
Analyst or IT program
Anneke
The help-desk or IT internship, with ticket volume and any script you wrote
Use the ad's wording in your skills, such as Linux, Windows, SQL and scripting, and add a statistics course project for a data track.
No internship yet: list projects, tutoring and lab jobs as experience
An internship resume without an internship still has an experience section. Fill it with class projects, a capstone, hackathons, tutoring and campus jobs, each with a title, a place and dates, the way Oyuun and Hye-jin do.
Title each project so a reviewer knows what it was, such as "Course Project, Library Waitlist App" or "Capstone Developer, Room Scheduling Service." Put the course or event in the location line and give the months it ran.
In each project bullet, name the data structure, language or tool and one number you measured: requests handled, tests passed, run time or users. "Built a waitlist system in Java with a priority queue and a hash map that handles 10,000 simulated requests in under two seconds" tells a reviewer more than "Completed a Java project for Data Structures."
Keep tutoring, lab assistant and restaurant jobs, and write them for what internship ads screen on: explaining code, debugging with someone else and keeping a steady schedule. "Tutor 12 students a week in the intro Python course on loops, functions and debugging" shows the first two.
End the summary with the term and length you can work, such as "summer 2027 software internship of at least 10 weeks." Some internship ads set a minimum length and expect you to return to school afterward, and this line answers both.
Take keywords from the track you're applying to
The keywords for a computer science resume are the exact terms in the ad you're answering, and they change by track. Copy the ad's spelling, such as "Linux/Unix" or "object-oriented development," into your skills list, then use the same term in a bullet that shows the work.
List a term only if you can answer interview questions about it. A course you finished counts, and a tutorial you watched once doesn't.
Track
Terms to look for in the ad
Where to put them
Software engineering internship or new-grad program
Skills list in the ad's order, plus a help-desk or lab bullet with a script you wrote
Data or business analytics track
SQL, Python or R, statistics, regression, Excel
Degree line for a statistics minor, plus a course project with the data you joined or modeled
Research lab or graduate research role
PyTorch, experiment tracking, reproducibility, LaTeX, the lab's subfield such as natural language processing
Summary and lab bullets, with any paper listed by author position
Startup or product team
Shipped app, open source, pull requests, the stack in the job post, AI coding tools
First experience entry, with a live link and usage numbers
Put graduation month, GPA and required courses where a screener looks first
Early-career ads screen on eligibility before experience: a graduation window, a GPA floor such as 3.0, a named course such as Operating Systems, and sometimes work authorization. Make each one checkable in the top third of your resume.
Write the expected graduation month and year in the degree line, because a year range alone doesn't tell a screener whether you fit a December to June window. Put your GPA on the same line when it meets the floor the ad states.
Name the courses an ad asks for in your summary or a project title, as Ikaika does with Operating Systems and Compilers. If you're authorized to work in the US without sponsorship, end the summary with that line. If you'll need sponsorship, leave the line off and answer the application's sponsorship question directly.
Checkable at a glance
B.S. in Computer Science, expected May 2027, GPA 3.5, Kahala Point University, Honolulu, HI. Summary: completed Operating Systems and Compilers courses. Authorized to work in the US.
Hard to check
Kahala Point University, Computer Science, 2023 to 2027. Relevant coursework available on request.
Give every project a link and a line on what you built
A reviewer judges a project by opening it, so add your GitHub profile or app site to the links in your header and give each project a bullet that says which part you wrote. For a team build, name your piece: "Build the booking API in Java and Spring Boot for a four-person team" tells a reviewer which code to read.
Put a README at the top of every repository you link, with what the project does, how to run it and a screenshot. Zeynep's budgeting app README lets a reviewer run the app locally in under five minutes, which matters more than how many repositories your profile shows.
For a shipped app, give the numbers its users produce: sign-ups, weekly active users, store rating and release frequency. For open source, count merged pull requests and say what the change did, such as a week-numbering fix across time zones. Pin your two or three best repositories so your profile opens on them.
If you used AI coding tools on a project, say how you checked the output, such as the tests you wrote or the review it passed. Some new-grad ads now ask for AI tool use alongside code you can show is correct.
