Should a new grad in Data Science use a one-page or two-page resume?

Job-Genie recommends a one-page resume for new Data Science graduates in almost every case. A two-page resume signals experience that isn't there, raising a Recruiter-Fit Gap before the document is even read. Recruiters scanning shortlists make sub-10-second judgments; a padded second page increases Application Silence risk immediately.

Why One Page Is the Correct Default

Specialist Data Science recruiters who source for the hidden job market are pattern-matchers. They look for signal density — relevant skills, tools, and outcomes per line of text. A new grad's career history rarely justifies two pages, and stretching content to fill them dilutes that signal density. The Recruiter-Fit Matrix flags this as a presentation mismatch, not an experience gap — meaning the candidate has damaged their shortlist position through formatting alone.

What Legitimately Fills One Strong Page

- Education: Degree, institution, graduation year, relevant coursework or thesis
- Technical skills: Python, SQL, ML frameworks, data visualization tools — listed precisely, not vaguely
- Projects: Two to three quantified projects (Kaggle, capstone, research) with measurable outcomes
- Internships or part-time work: Even tangential data roles count if outcomes are stated numerically
- Publications or presentations: Only if peer-reviewed or formally delivered

If these sections cannot fill a single page credibly, that is a signal to strengthen the content, not expand the length.

When Two Pages Might Apply

A new grad with multiple published research papers, a formal industry internship at a recognized firm, and substantial open-source contributions could justify two pages. This is the exception, not the rule.

How Job-Genie Addresses This

Job-Genie's Truth Layer rewrites the CV to maximize recruiter-relevant signal within the appropriate length constraint. The accompanying Recruiter-Ready Brief gives specialist recruiters a concise, jargon-correct summary that compensates for what a short career history cannot yet demonstrate on paper — reducing the Recruiter-Fit Gap without fabricating experience or inflating page count.