ATS-friendly resume for Canadian students and new grads

How an applicant tracking system reads your resume

When you apply through a company careers page, a large employer's portal or your school's co-op job board, your resume usually lands in an applicant tracking system before anyone reads it. The software has two jobs. First it parses the file: it pulls out the text and tries to sort it into fields such as name, email, phone, education, employer, job title, dates and skills. Then it stores that information so recruiters can filter, rank and search the applicant pool.

That second job is the one students tend to overlook. A recruiter hiring forty summer students does not read every application from top to bottom. They might search the pool for "Excel", "customer service" or "bilingual", sort by program, or filter for people available from May. If the system could not read your file properly, or the words a recruiter searches for never appear in it, your application can sit unseen even when you are a good fit.

Applicant tracking systems are not identical. Some handle complex layouts better than others, and many employers configure screening questions on top of the resume itself. You rarely know which system you are dealing with, so the safe approach is to write a resume that any reasonable parser can read and that any recruiter can search. That is what "ATS-friendly" means in practice: plain structure, standard headings, real text and honest keywords, not tricks.

Canadian resume conventions that affect parsing

A Canadian resume follows conventions that help both the software and the person reading it. Getting them right also keeps irrelevant personal information out of the file.

Leave out the personal details. No photo, date of birth, age, marital status, religion, nationality or Social Insurance Number. Human rights legislation across Canada limits what employers can ask about at the hiring stage, and Canadian recruiters do not expect these details. Your SIN in particular belongs on onboarding paperwork after you are hired, never on a document you upload to a portal. A photo also gives the parser nothing useful and can confuse layout detection.

City and province, not a street address. "Toronto, ON" or "Vancouver, BC" is enough. Employers want to know whether you are local or would need to relocate for a work term; they do not need your apartment number. Many portals have a location field that the parser fills from this line.

One page, two at most. For most students and new grads, one page is right. If you have several co-op terms, research experience or a technical project portfolio, two full pages are acceptable. Do not shrink the font to 8 points to squeeze onto one page, since tiny text is harder for people to read and gains you nothing with the software.

Reverse chronological order. List your most recent education and experience first. Parsers expect dates to run newest to oldest inside each section, and recruiters skim the top entry of each section more than anything else.

Canadian spelling and terms. Write "program" for your degree or diploma, "co-op" for paid work terms that are part of your studies, and use the spelling your target employer uses in the posting. Spelling matters for keyword matching: if the posting says "behaviour analysis" and you wrote "behavior analysis", a strict search may treat them as different words.

A layout that parses reliably

The most common reason a student resume parses badly is a template built for looks rather than readability. Graphic templates from design sites often place contact details in a sidebar, skills in a second column and section titles inside shapes. A parser reading left to right can stitch these together into nonsense, for example merging your phone number into a job title.

A layout that works almost everywhere looks like this:

• One column. Text runs top to bottom in a single flow.
• Contact details in the body, not in the document header or footer. Some parsers skip header and footer areas entirely.
• Standard section headings: Education, Experience (or Work Experience), Volunteer Experience, Projects, Skills. Creative headings such as "My Story" or "Where I've Been" may not be recognized as sections.
• Consistent date format, such as "May 2025 – Aug 2025" or "Sep 2023 – Present", placed on the same line as the job title or directly beneath it.
• Common fonts such as Calibri, Arial, Georgia or Garamond at 10 to 12 points.
• No tables, text boxes, icons or skill bars. A five-dot rating for "Python" means nothing to a parser and very little to a recruiter.
• A text-based file. Export from Word or Google Docs as .docx or PDF. Never upload a scan or a photo of a printed page.

Simple bold text, a horizontal line between sections and a little white space are all fine. You do not need to make the document plain to the point of being ugly; you only need to keep the structure linear.

Section by section: a Canadian student resume

Header

Full name, then one line with your city and province, phone number, a professional email address and, if it is up to date, your LinkedIn URL. A GitHub or portfolio link is worth adding for technical, design or communications roles.

Summary (optional but useful)

Two or three lines that state who you are, what you are studying and what kind of role you want. Mirror the posting's job title where it is accurate.

Third-year Bachelor of Commerce student (Marketing) seeking a 4-month marketing co-op from January 2027. Experience running social media for a student society and supporting campaigns in a co-op term; comfortable with Google Analytics, Excel and bilingual (English/French) customer communication.

Education

For students, education usually goes first. Include the program, the institution, the city and your expected graduation date. Add relevant courses, a GPA if it is strong and if the posting asks for it, and scholarships or awards.

Bachelor of Commerce, Marketing, Co-op Program — Toronto, ON Expected graduation: Apr 2028 Relevant courses: Consumer Behaviour, Marketing Analytics, Business Statistics

Experience and co-op terms

Treat each co-op term as a job: title, employer, city, dates. Writing "(Co-op)" after the title tells the recruiter it was part of your program. Under each role, write two to four bullet points that start with an action verb and show what you did and what came of it.

Weak:

• Responsible for social media
• Helped with events

Stronger:

• Scheduled and published 60+ posts across Instagram and LinkedIn using Hootsuite, keeping a consistent weekly calendar for the term
• Built an Excel tracker for event registrations that replaced three separate sign-up sheets
• Drafted bilingual (English/French) email announcements for a 1,200-member mailing list

Part-time jobs

Retail, food service, tutoring and camp counselling all count. Recruiters for entry-level roles look for reliability, customer service, cash handling, teamwork and working under pressure. Name those skills in the bullet points instead of only listing duties.

• Served 100+ customers per shift during peak season while maintaining accurate cash and POS records
• Trained four new staff members on opening procedures and health and safety requirements

Volunteering and campus involvement

Canadian employers value volunteering, and for students with little paid experience it often provides the strongest evidence. Format it like a job: role, organization, dates, results.

Skills

A dedicated Skills section is the easiest place for a parser to find searchable terms. Group them if the list is long: technical skills, tools, languages, certifications. List languages honestly with a level: "French (professional working proficiency)" or "French (intermediate)". Bilingualism is a genuine advantage for many Canadian employers, especially in federal roles, customer-facing jobs and organizations serving Quebec or New Brunswick, so include it when it is true. Certifications that commonly matter for student jobs, such as Standard First Aid and CPR or Smart Serve, belong here too when you hold them.

Tailoring keywords from the posting honestly

Keywords are the words a recruiter is likely to search for, and the best source for them is the posting itself. Read it once for the big picture, then a second time with a highlighter:

1. Job title and level: "Marketing Co-op Student", "Junior Data Analyst", "Summer Student, Operations".
2. Hard skills and tools: Excel, SQL, Python, AutoCAD, Salesforce, Adobe Creative Cloud.
3. Knowledge areas: "financial reporting", "occupational health and safety", "user research".
4. Soft skills stated as requirements: "strong written communication", "attention to detail".
5. Practical requirements: language, availability, a valid driver's licence, eligibility to work in Canada.

Then compare that list with your resume. For every term you genuinely have, make sure it appears in the same wording the posting uses, ideally in a bullet point that shows it in action and again in the Skills section. If the posting says "data visualization" and your resume says "made charts", change your wording. If it says "Power BI" and you have never used it, leave it out. Adding skills you do not have may get you past a filter, but it will not survive an interview or a technical screen, and it damages your credibility with that employer.

Keep acronyms and full forms side by side the first time, such as "Occupational Health and Safety (OHS)", because a recruiter might search either.

Tailoring every application takes time, which is why it helps to keep a longer "master" resume with every role and bullet you have, and then cut and adjust a copy for each posting.

Co-op applications: work terms, availability and portals

Co-op hiring in Canada runs on a schedule. Employers post roles for a specific work term, commonly four, eight, twelve or sixteen months, starting in January, May or September. Recruiters often filter on availability before they look at anything else, so make it obvious.

• State the work term you are applying for, either in the summary or on a line under your name: "Available for a 4-month co-op term, January – April 2027" or "Available for 8 months from May 2027".
• Use the same term length the posting uses. If it asks for eight months, say eight months.
• Mark past co-op roles clearly with "(Co-op)" and full start and end dates, so it is clear you have completed a work term before.
• Follow your school's portal rules. Many co-op offices have their own resume guidelines and upload requirements. Their rules come first, because the co-op office may review your resume before employers see it.

International students can apply for co-op and part-time roles too, within the conditions on their permits. You do not need to put permit numbers or immigration documents on your resume. If an employer asks about eligibility in a screening question, answer it there. Some students add a short line such as "Eligible to work in Canada" when it is true and they expect the question.

For roles on general job boards and government listings, the same principles apply: the posting tells you which keywords and requirements matter, and your resume should answer them clearly.

Example: from poorly parsed to ATS-friendly

Imagine Aisha, a third-year business student in Toronto applying for a marketing co-op. Her first resume was built from a two-column design template: a photo and contact details in a coloured sidebar, a skills chart with progress bars, and a section titled "My Journey". When she ran it through the checker against the posting, the score came back at 49. The contact line was split, her co-op dates were not recognized, and terms from the posting such as "Google Analytics", "content calendar" and "bilingual" appeared nowhere in readable text.

She rebuilt it in one column with standard headings, removed the photo and her full address, added "Available for a 4-month co-op term, January – April 2027", and rewrote her bullet points around what the posting asked for, using only skills she actually had. Her co-op term now reads "Marketing Assistant (Co-op), May 2025 – Aug 2025" with results in each bullet. The second check scored 86. The score does not promise an interview, but it does mean the recruiter can now find her and read her experience the way she intended.

Before you submit: an ATS checklist

• File is a text-based PDF or .docx, named something like "Firstname-Lastname-Resume.pdf"
• One column, no tables, text boxes, icons or images
• Contact details in the body: name, city and province, phone, email, LinkedIn
• No photo, date of birth, marital status, SIN or full street address
• Standard headings: Education, Experience, Volunteer Experience, Projects, Skills
• Reverse chronological order with consistent dates ("May 2025 – Aug 2025")
• Program and expected graduation date in Education
• Work term availability stated for co-op applications
• The posting's key terms appear where they are true, in the posting's wording
• Languages listed with an honest level
• Canadian spelling throughout, matched to the posting where it matters
• One page, or two full pages if you have the experience to fill them

Test it, then tailor it

Once your resume follows the checklist, run it through the free ATS resume checker with the posting pasted in. It reads your file in your browser, checks layout, contact details, sections, skills, summary and keywords, and shows which requirements in the posting your resume covers. Treat the score as a guide to what to fix, then check again after you edit.

If you would rather not rewrite every version by hand, StudentCV can do the tailoring with you. Upload your current resume or LinkedIn profile, paste the posting, and the AI rewrites your summary, bullet points and skills for that role in a clean template; pick a one-column one for the safest parsing. You can see and edit the whole resume for free before you decide to pay, and download it as PDF or Word. It only works with the experience you give it, so what ends up on the page is still yours.