Fresh graduates get filtered out by applicant tracking systems at a higher rate than any other group of candidates. It’s not because ATS is biased against new grads. It’s because new grad resumes tend to be missing exactly the things that ATS systems are looking for.
The typical entry-level resume has thin work experience, generic skill lists, and formatting borrowed from a classmate or a random template. The result is a document that doesn’t match enough keywords to pass automated screening, doesn’t use the sections that ATS expects, and doesn’t give hiring managers a reason to call.
The good news: this is a fixable problem. You don’t need more experience. You need a better strategy for presenting the experience you already have.
Why Fresh Graduates Get Filtered More regularly
Understanding the mechanics of ATS rejection helps you avoid it. Here’s what’s actually happening when your resume disappears into the void.
Low keyword density. ATS systems score resumes by matching words in your document against words in the job description. Experienced professionals naturally accumulate industry keywords through years of work. Their resumes are dense with role-specific terminology. A new grad’s resume frequently lacks that vocabulary, so the keyword match score is low.
For example, a job description for a marketing coordinator might mention “Google Analytics,” “campaign management,” “content strategy,” “SEO,” “social media scheduling,” and “email marketing.” A seasoned marketer’s resume contains all of these because they’ve done them. A new grad’s resume might only mention “social media” and miss five other matching opportunities.
Missing sections the ATS expects. Most ATS systems are configured to look for specific sections: Work Experience, Education, and Skills. If your resume is structured unconventionally (using creative section names like “What I Bring” instead of “Skills,” or “My Journey” instead of “Work Experience”), the ATS can’t categorize your content. It either ignores those sections or misfires the entire parse.
Wrong file format or broken formatting. New grads are more likely to use free resume templates from design-heavy sources. These templates often include columns, text boxes, tables, or graphical elements that ATS systems can’t read. The resume looks beautiful in Canva. The ATS sees garbled text.
No professional experience section. Some new grad resumes skip the work experience section entirely, replacing it with projects or activities. While that content has value, ATS systems specifically look for a “Work Experience” or “Professional Experience” section header. Without it, the system may score your resume as having zero relevant experience.
How to Extract Keywords When You Lack Experience
This is the central challenge for new grads. You need keywords to pass ATS, but you haven’t worked in the field long enough to have naturally accumulated them. Here’s how to close that gap.
Step 1: Collect 5-10 job descriptions for roles you want. Save the actual text of each job posting. Don’t just skim them.
Step 2: Identify the repeated terms. Look for words and phrases that appear in multiple postings. If 7 out of 10 marketing coordinator postings mention “Google Analytics,” that’s a high-priority keyword. If 3 mention “A/B testing,” it’s still worth including if you have any relevant experience.
Step 3: Map those keywords to your actual experience. This is where most new grads give up. They see “project management” in a job description and think “I haven’t managed any projects.” But did you lead a group project in class? Coordinate volunteers for a campus event? Organize a club fundraiser? All of those are project management.
Step 4: Use the exact phrasing from the job description. If the posting says “data analysis,” don’t write “analyzed data.” Write “data analysis.” ATS matching is often literal. The closer your language matches the job posting, the higher your score.
Step 5: Place keywords in multiple sections. Don’t dump all your keywords into one skills section. Distribute them across your summary, experience bullets, and skills list. ATS systems that use keyword density scoring will give you a higher match when terms appear in multiple sections of your resume.
Using Coursework as a Keyword Source
Your coursework is an untapped keyword mine. Most new grads list their degree and move on. That’s a missed opportunity.
Every course you’ve taken has a title that contains industry-relevant terms. Those terms are exactly the keywords ATS systems search for.
How to list relevant coursework:
Relevant Coursework: Financial Accounting, Managerial Economics, Business Statistics, Corporate Finance, Marketing Research, Operations Management
That single line introduces six keyword matches that wouldn’t exist on your resume otherwise. A hiring manager scanning your resume sees that you have foundational knowledge in their field. An ATS sees six additional terms to match against the job description.
Be selective. Don’t list every course you’ve taken. List 6-10 courses that directly relate to the jobs you’re applying for. “Introduction to Psychology” doesn’t belong on a finance resume unless the role specifically involves behavioral finance.
Advanced or notable coursework deserves more detail. If you completed a capstone project, a research thesis, or an advanced elective that’s directly relevant, expand on it:
Capstone Project: Market Entry Analysis for SaaS Startup
- Conducted competitive analysis across 12 firms using Porter’s Five Forces framework
- Built financial model projecting 3-year revenue under three growth scenarios
- Presented recommendations to panel of local business executives
That entry is packed with keywords (competitive analysis, Porter’s Five Forces, financial model, revenue projections) while demonstrating real analytical work.
Academic Projects That Work Like Job Experience
When you don’t have professional work history, projects fill the gap. But you need to format them the way ATS expects to see work experience, not like a list of class assignments.
Wrong format: “Marketing class project: Created a social media campaign for a local business.”
Right format:
Social Media Campaign Project — University Marketing Practicum September 2022 – December 2022
- Developed 12-week content calendar for local restaurant across Instagram and Facebook
- Created 36 original posts using Canva, generating 4,200+ impressions and 340 engagements
- Ran two Facebook ad campaigns with combined budget of $200, achieving $0.42 cost-per-click
- Presented campaign results and ROI analysis to business owner and class of 30 students
See the difference? The second version has dates, quantified results, specific tools (Canva, Facebook Ads), and measurable outcomes. It reads like a job entry because it’s formatted like one. ATS parses it correctly. A hiring manager gets real information from it.
Types of projects to include:
- Class projects with external clients or real-world deliverables
- Research projects with defined methodology and findings
- Competition entries (case competitions, hackathons, design challenges)
- Personal projects that demonstrate relevant skills (a blog you built, data you analyzed, an app you coded)
- Open-source contributions
Each project should have a descriptive title, a date range and 2-4 bullet points with specific details and numbers.
The Right Resume Structure for New Graduates
Section order matters for ATS parsing and for the human reader. Here’s the structure that works best for most new grads:
1. Header Your name, phone number, email address, LinkedIn URL. Put this in the document body, not in the header/footer area (ATS often can’t read header/footer content).
2. Professional Summary (optional but recommended) 3-4 lines that position you for the specific type of role you’re targeting. This is your keyword-dense opening statement. Don’t write a generic objective. Write a targeted summary.
Weak: “Recent graduate seeking an entry-level position where I can apply my skills and grow.” Strong: “Business administration graduate with hands-on experience in financial modeling (Excel, Python), data analysis and client-facing communication through two internships at regional financial advisory firms. Pursuing entry-level analyst roles in corporate finance or FP&A.”
The strong version contains specific keywords (financial modeling, Excel, Python, data analysis, corporate finance, FP&A) that the ATS will match. It also tells the hiring manager exactly what you’re looking for.
3. Education Your degree is your strongest credential as a new grad. Give it prime real estate.
- University name, degree, major (and minor if relevant)
- Graduation date (month and year)
- GPA if 3.0 or above (major GPA if higher than cumulative)
- Relevant coursework (6-10 targeted courses)
- Academic honors or awards
4. Experience Include internships, part-time jobs, campus employment and volunteer roles. Use the standard format: organization name, your title, date range and 3-5 bullet points per entry.
Every bullet should start with an action verb and include at least one specific detail (a number, a tool used, a result achieved).
5. Projects This section replaces the professional experience you don’t have yet. Format projects like job entries with dates and bullet points.
6. Skills A plain-text list of technical skills, tools and platforms. Group by category. No skill bars, no star ratings, no percentages.
7. Activities and Leadership (optional) Club leadership, volunteer work, athletics. Brief entries that show initiative and responsibility.
Formatting Rules That Prevent ATS Rejection
The formatting of your resume is just as important as the content for getting past ATS. New grads are especially prone to formatting mistakes because they often start with templates that prioritize looks over parsability.
Use a single-column layout. No sidebars, no two-column designs. ATS reads top to bottom, left to right. Two columns create parsing chaos. For a detailed breakdown of what breaks ATS parsing, read our guide on ATS-friendly resume formats and templates.
Use standard section headers. The exact words matter. Use “Education,” not “Academic Background.” Use “Experience” or “Work Experience,” not “Where I’ve Worked.” Use “Skills,” not “What I Know.” ATS systems are trained to recognize standard headers. Creative alternatives confuse them.
Save as .docx unless the posting specifies PDF. Word documents parse most reliably across all ATS platforms. PDFs are generally fine if they’re text-based (not scanned images), but .docx is the safest default.
Use standard fonts. Arial, Calibri, or Times New Roman in 10-12pt. Don’t use decorative or script fonts. They can cause character recognition errors in some ATS systems.
Skip graphics entirely. No icons, no photos, no skill bars, no progress circles, no infographics. ATS can’t read any of them.
Use standard bullet points. Round dots. Not arrows, diamonds, or custom Unicode characters. Non-standard bullets can render as garbled characters in some ATS parsers.
Don’t put important information in headers or footers. Many ATS platforms skip the header/footer area of a document. Your name and contact info should be in the body text at the top of page one.
Common ATS Mistakes Specific to New Graduates
Beyond general formatting issues, new grads make several mistakes that experienced professionals typically avoid.
Mistake: Using a “functional” resume format. Functional resumes group experience by skill category rather than by chronological job history. Career counselors sometimes recommend them for new grads to hide the lack of experience. The problem is that most ATS systems are configured to parse chronological formats. Functional resumes confuse the date-parsing logic, and many recruiters dislike them because they make it harder to verify your work history.
Stick with a chronological or hybrid format. List experience in reverse chronological order. If you need to emphasize skills, use a dedicated skills section alongside your chronological experience section.
Mistake: Leaving out dates. Some new grads omit dates from short-term jobs or internships to avoid showing gaps. ATS systems expect dates for every entry in your experience section. Missing dates cause parsing errors and raise red flags with recruiters.
Include month and year for every position. A 3-month internship is perfectly normal. Nobody will penalize you for it.
Mistake: Inflating job titles. If your title was “Intern,” write “Intern.” Don’t change it to “Marketing Associate” or “Junior Analyst” because you think it sounds better. Employers verify titles. Getting caught in an inflation damages your credibility.
What you can do is add a descriptor. “Marketing Intern” is better than “Intern” because it adds a keyword. But don’t fabricate a title you didn’t hold.
Mistake: Using your school email address. This is minor but matters. A .edu email address signals “student” to recruiters. If you’ve graduated, use a professional email address with your name (firstname.lastname@gmail.com or similar). It’s a small detail, but it affects the impression.
Mistake: Including high school. Once you have a college degree, your high school doesn’t belong on your resume. It takes up space and signals inexperience. The one exception: if you graduated from a highly selective or well-known prep school and you’re applying in a region where that school carries recognition.
Mistake: Writing a vague objective statement. “Seeking a position that utilizes my skills and allows for professional growth” is the most common opening line on new grad resumes. It says nothing. Replace it with a targeted professional summary that includes specific skills, tools and the type of role you’re pursuing.
Turning Internships Into Keyword-Rich Entries
If you had even one internship, treat it as your most important resume entry. Internships are the closest thing to professional experience on a new grad resume and they deserve detailed treatment.
Expand beyond your job description. You were probably assigned specific tasks during your internship. But think about everything you did, not just your official duties. Did you sit in on meetings? Attend training sessions? Use specific software? Contribute to a team project? All of that is resume material.
Quantify whatever you can.
Instead of: “Helped with social media management” Write: “Scheduled and published 40+ social media posts across LinkedIn and Instagram using Hootsuite, increasing follower engagement rate by 15% over 10-week internship”
Instead of: “Assisted with data entry” Write: “Processed 500+ customer records in Salesforce CRM, maintaining 99% data accuracy during Q3 migration project”
Instead of: “Supported the marketing team” Write: “Created 8 email marketing campaigns in Mailchimp, averaging 22% open rate and 3.1% click-through rate across 5,000-subscriber list”
The difference is specificity. Numbers and measurable outcomes turn generic internship duties into evidence of real capability.
Stack keywords naturally. Each bullet point is an opportunity to include 1-2 relevant keywords. Over 4-5 bullet points for an internship, you can introduce 8-10 keywords that the ATS will pick up. That’s the difference between a 30% keyword match and a 60% keyword match.
Part-Time Jobs and Retail Experience: They Count
Don’t dismiss non-industry work experience. A part-time retail or food service job demonstrates reliability, customer interaction and the ability to show up and perform. Those qualities matter to entry-level employers.
More importantly, these roles often involve transferable skills that map to ATS keywords:
- Cash handling and POS systems (relevant for finance and operations roles)
- Customer service and conflict resolution
- Inventory management
- Team coordination and shift scheduling
- Sales targets and performance metrics
Frame these experiences using the language of the industry you’re targeting. “Resolved an average of 30 customer inquiries per shift” is a customer service metric that works on a resume for a client-facing business role.
You don’t need to give retail jobs as much space as internships or projects. Two to three bullet points are enough. But don’t leave them off entirely because you think they’re irrelevant.
Volunteer Work and Extracurricular Leadership
Campus involvement fills two roles on a new grad resume. It demonstrates initiative and leadership, and it provides additional keyword opportunities.
Leadership roles are especially valuable. If you held an officer position in a club, organized events, or managed a team of volunteers, those are real management experiences.
“President, Finance Club — State University” August 2022 – May 2023
- Organized 8 speaker events per semester, coordinating with executives from Goldman Sachs, Deloitte and local CPA firms
- Managed $4,500 annual budget, allocating funds across events, travel and marketing
- Grew club membership from 45 to 120 students through targeted outreach and LinkedIn promotion
That entry contains budget management, event coordination, stakeholder communication and growth metrics. Every one of those maps to entry-level job requirements.
Volunteer work with measurable impact is worth including. “Volunteered at food bank” is weak. “Coordinated weekly food distribution for 200+ families, managing 15-person volunteer team and tracking inventory using Excel” is strong.
The One-Page Rule and How to Fill It
Your resume should be one page. No exceptions for new graduates. Hiring managers spend 6-7 seconds on initial screening. A one-page resume respects their time and forces you to prioritize.
If you’re struggling to fill one page, you don’t have a content problem. You have a framing problem. Here’s where to find more material:
- Expand internship bullets with specific numbers and tools
- Add a relevant coursework line under education
- Include 2-3 academic or personal projects
- Add a certifications section (even free certifications like Google Analytics, HubSpot, or AWS Cloud Practitioner count)
- Include volunteer or extracurricular leadership roles
If you’re struggling to shrink to one page, cut ruthlessly. Remove anything from high school. Trim older or less relevant positions to 2 bullets. Reduce coursework to the 6 most relevant classes. Remove the “References available upon request” line (it’s implied and wastes space).
Tailoring Your Resume for Each Application
This is the step most new grads skip, and it’s the one that matters most for ATS. A single generic resume sent to 100 jobs will have a lower success rate than a tailored resume sent to 25.
Tailoring doesn’t mean rewriting from scratch. It means adjusting 15-20% of your content for each application:
- Mirror 3-5 keywords from the job description in your summary and skills section
- Reorder your skills list so the most relevant skills for that specific role appear first
- Adjust project or experience bullet points to emphasize the aspects most relevant to this job
- Match the job title in the posting when describing your target role in your summary
This takes 10-15 minutes per application. The payoff is significant. A tailored resume can score 20-40% higher in ATS keyword matching than a generic one.
Your Starting Point
Getting past ATS as a new graduate comes down to three things: the right keywords, the right format and the right structure. You already have the experience. It’s sitting in your coursework, your projects, your internships and your campus involvement. The gap is in how you present it.
For more specific advice on structuring your first resume, check out our post on entry-level resume templates and tips.
If you want a template that’s already built for ATS compatibility so you can focus on content rather than formatting, 1Template has resume templates designed to parse correctly through every major ATS platform. Start with the structure. Then fill it with the keywords that match the roles you want.
Stop sending the same generic resume to every job. Start treating each application like the keyword-matching exercise it actually is.
