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HomeJob SearchWhat Do Interviewers Look for in Freshers' Resumes?

What Do Interviewers Look for in Freshers’ Resumes?

Define yourself

Here’s something that would save every fresher in India about 6 months of anxiety: interviewers don’t open your resume expecting to be impressed. They open it expecting to be oriented. They want to know who this person is, roughly what direction they’re heading, and whether they seem like the kind of 22-year-old who’ll figure things out once they’re inside the building. That’s the bar. Not expertise. Not a polished career story. Not a resume that reads like it belongs to someone with a decade of experience.

They know you just graduated. They know your biggest professional accomplishment might be a 2-month internship where you mostly sat in on calls and updated spreadsheets you didn’t fully understand. They’ve hired freshers before. They’re comparing you to other freshers, not to senior professionals. And the gap between the freshers who get calls and the ones who don’t is almost never intelligence or potential. It’s how the resume reads in the 8 seconds a recruiter spends scanning it before deciding whether to keep reading or move on.


The 8-Second Scan

A recruiter at a company in Pune told us something that reframed how we think about fresher hiring. She screens about 150 resumes for a single entry-level operations role. She spends, on average, 6 to 8 seconds per resume in the first pass. She’s not reading. She’s scanning. Eyes go to the top: name, degree, college. Then to the middle: any internship? Skills section? Anything specific? Then a quick feeling: does this resume look like someone assembled it with care, or does it look like it was thrown together the night before the application deadline?

If nothing catches her in those seconds, she moves on. Not to the rejection pile. To the never-read pile. The pile where a resume sits alongside 120 others that were all probably fine and all completely forgettable.

What catches her isn’t brilliance. It’s clarity. A fresher whose summary says “B.Com graduate interested in operations and back-office roles” and whose skills list says “Tally, Excel, Google Sheets” gives her something specific in 3 seconds. She knows what this person wants. She can match them against the role in her head instantly. Compare that to the resume where the summary says “dynamic and motivated individual seeking challenging opportunities to leverage skills and contribute to organisational growth.” She’s read that sentence on 40,000 resumes. Her brain literally skips it. It’s wallpaper. The fresher who wrote it might be brilliant. Doesn’t matter. The sentence made them invisible.

Direction is the first thing. Not ambition. Not enthusiasm. Direction. “I want to work in operations” beats “I want to grow and learn” every single time. Because the recruiter filling an operations role needs to know you want operations. Not growth in the abstract. Operations specifically.


What Actually Makes Them Stop and Read Properly

The pattern in fresher resumes that actually get calls isn’t a single clever trick. It’s 3 or 4 things done right at the same time. And the frustrating part is that none of them are hard. They just require thinking about the resume from the recruiter’s side of the table instead of your own.

The biggest one, the one that separates visible from invisible: your internship and project descriptions need to sound like you actually did something.

“Completed a 2-month internship at XYZ Company” is on 50,000 fresher resumes in India right now. It tells the recruiter you showed up somewhere for 2 months. It says nothing about what you did while you were there.

“Managed GST reconciliation for 15 clients during a 2-month internship at a CA firm in Nagpur, using Tally and Excel.” That’s the same internship. Described differently. One is invisible. The other has specifics a machine can match (Tally, Excel, GST reconciliation) and details a human can appreciate (15 clients, CA firm, named city). The recruiter reads the second version and thinks “okay, this person did real work and can describe it.” That’s the thought you need to trigger. Not “this person existed at a company for 2 months.”

And if your internship was mostly shadowing and small tasks, that’s fine. Find the one most specific thing you did and lead with it. “Assisted in preparing monthly MIS reports for 3 client accounts” is better than “assisted the team with various tasks.” One sounds like you were involved in something. The other sounds like you were standing near something.

Academic projects deserve the same treatment, and this is where so many freshers sell themselves short. The projects section on most fresher resumes is filler. Vague title. One line. No description. As if the recruiter should somehow guess what “Project on Consumer Behaviour” involved.

But that project is the closest thing to proof of capability that a fresher has. You surveyed 100 people. Compiled data in Excel. Analysed trends. Presented findings to a faculty panel. That’s research methodology, data handling, analysis, and presentation. All demonstrated. Not claimed. Write it that way: “Surveyed 100 respondents on Tier-2 city purchasing behaviour. Compiled and analysed data in Excel. Presented 3 actionable recommendations to faculty panel.” Two sentences. Ninety seconds to write. Changes how the recruiter reads your entire profile.

Now here’s something that connects to all of this but gets its own mention because so many freshers get it wrong. The skills section. A fresher with 18 skills separated by commas is hurting their resume, not helping it. Because the recruiter’s brain automatically cross-checks: does this resume support these skills? If you list “data analysis” but nothing in your experience mentions data, the recruiter assumes you added it because someone told you to. That’s not credibility. That’s noise.

8 skills. Maybe 10. All of them tied to something real in your resume. Used Excel with VLOOKUP during your internship? List “Excel (VLOOKUP, Pivot Tables).” Made posters on Canva for your college fest? List “Canva.” Did a free SQL course on Coursera? List “SQL (basic)” and mention the course in your certifications. Every skill should have a story behind it, even if the story is small.

And please remove “communication skills,” “team player,” and “hard worker” from the list. No recruiter has ever searched a database for “hard worker.” Those are personality adjectives that every resume includes and no one reads. Replace them with a tool name, a platform name, a specific competency that an ATS can actually match against a job listing. That swap alone, replacing 3 adjectives with 3 tool names, changes how the machine scores your resume and how the human reads it.

Certifications slot in here naturally. A Google Data Analytics certificate. A HubSpot email marketing certification. An NPTEL course. None of these make you an expert. All of them answer the recruiter’s real question about freshers, which isn’t “does this person have skills?” It’s “will this person learn fast once they get here?” Evidence of self-driven learning answers that. Free certifications count. Nobody checks whether you paid for them.

One more thing about the summary because it’s the first thing the recruiter’s eyes hit and it’s the section freshers handle worst. The template version: “Enthusiastic and highly motivated individual with a passion for learning and strong desire to contribute to organisational growth.” Nobody reads that. Nobody has ever read that.

The version that works: “B.Com graduate from [College Name], Pune. 2-month internship in accounts at a CA firm. Comfortable with Tally, Excel, and basic GST workflows. Looking for back-office or accounts roles.” That’s a person. Location. Degree. Internship. Named tools. Clear target. The recruiter knows in 4 seconds who this is and what they’re looking for. That’s what moves you from the “scan” pile to the “read properly” pile.


What Quietly Gets You Skipped

The resume that’s everything and nothing. You interned in marketing, did a project in HR, took a certification in graphic design, and listed coding, Excel, Photoshop, and public speaking in your skills. The recruiter scans it and thinks: what is this person? Marketing? Operations? Design? When the answer isn’t clear in 6 seconds, they move on. Not because the background is bad. Because it’s unfocused. An operations recruiter wants to see operations language on every line. If the marketing internship can’t be reframed as relevant (“coordinated campaign logistics with 3 vendors”), remove it from this version and put it on the marketing version of your resume.

The Canva template with two columns, a sidebar, icons, a headshot, and colour-coded sections. Looks stunning on a laptop screen. The ATS can’t read it. The sidebar gets skipped entirely. The two columns merge into one garbled string of text. Your phone number inside a graphical header? The system never parses it. The recruiter literally cannot call you. Switch to single column, standard font, no graphics for any resume you submit online. It’s ugly. It gets through the machine. The machine is the bouncer. The human is inside.

Personal details that serve no purpose. Date of birth. Father’s name. Marital status. “Hobbies: listening to music, playing cricket.” None of this helps your candidacy. Some of it (date of birth, marital status) creates unconscious bias that can work against you. Remove all of it. Contact info, summary, education, internships, projects, skills, certifications. That’s the full list of what belongs on a fresher resume. Everything else is taking space from something that would actually help.

Not tailoring for the role. Applying to 30 jobs with the same resume is the fresher version of shouting the same sentence at 30 different people and hoping one of them responds. An MIS recruiter wants to see Excel, Google Sheets, and reporting on your resume. A customer service recruiter wants to see communication, CRM, and client interaction. If your single resume tries to speak to both, it speaks to neither clearly enough for either recruiter to stop scanning. Two versions. One for operations-type roles. One for client-facing roles. 30 minutes to build the second one. The return is disproportionate.


Something worth sitting with for a second. Two freshers from the same college. Same degree. Same CGPA. Same year of passing. One gets 5 interview calls in a month. The other applies to 40 things and hears nothing.

The first fresher’s resume has a clear summary that names the target role. Internship description with numbers and tool names. 8 relevant skills tied to actual experience. A project section that describes outcomes, not just topics. Single-column layout the ATS can read.

The second fresher’s resume has a generic summary copied from a template site. “Completed an internship at XYZ.” Eighteen scattered skills including “team player.” A project section with one-line titles and no descriptions. A two-column Canva template the machine can’t parse.

Same person, essentially. Same capability. One gave the recruiter a reason to pick up the phone. The other didn’t give the recruiter anything to hold onto.

The difference isn’t talent. It’s presentation. And presentation is fixable in a single afternoon.


FAQs About Freshers’ Resumes

Do freshers need work experience to get calls? No. Recruiters expect minimal experience. They’re looking for direction, initiative, and evidence you used college for something beyond attending lectures. An internship helps. A project helps. A certification helps. Even organising a college event helps. The bar isn’t experience. It’s effort.

How much do marks actually matter? For the initial filter at some large companies, yes. They set a CGPA cutoff (usually 60% or 6.0). Beyond that cutoff, your resume quality, skills, and internship matter more than whether you scored 72 or 78%. A recruiter won’t pick the higher-CGPA fresher if the lower-CGPA fresher has a better internship and a clearer resume.

Should you customise for every application? Build 2 to 3 base versions for the types of roles you’re targeting. Then adjust the summary and skills section for each application to mirror the listing’s language. That takes 10 minutes per job. It beats sending 40 identical resumes that don’t specifically match anything.

Are extracurriculars worth including? More than most freshers think. Organising an event demonstrates coordination. Leading a committee demonstrates initiative. Playing a team sport demonstrates collaboration. These aren’t filler. They’re the only behavioural evidence a recruiter can evaluate when work history doesn’t exist.

What’s the single biggest thing that makes a fresher resume work? Specificity. “Completed an internship” is vague. “Managed GST reconciliation for 15 clients at a CA firm in Nagpur using Tally and Excel” is specific. The recruiter who reads the second one can picture you working. The one who reads the first one can’t. That’s the entire gap between getting a call and not getting one.


All the Best!

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