# LinkedIn Resume Library: Resumes That Passed Screening Aced (formerly Exponent) publishes a public search API over its indexed pages; the guide is at https://www.aced.io/agents/agent-access. Source: https://www.aced.io/resumes/linkedin Source observed: 2026-11-05T00:05:44.100Z Last checked: 2026-11-05T00:05:44.1+00:00 Indexed: 2026-11-07T03:25:32.241+00:00 --- # LinkedIn resumes that passed screening We provide a library of **29 resumes** that candidates used to pass resume screening and land interviews at LinkedIn. Candidates uploaded the resumes and chose to share them; previews cover names, contact details, and photos. **Nine of the 29** were confirmed to have led to an interview. ## Browse and filter Use the LinkedIn company filter, or filter by role and level. **Roles:** Software Engineer, Product Manager, Data Scientist, Product Designer, Data Analyst, Forward Deployed Engineer, Investment Banker **Levels:** Full-Time, New Grad, Intern, Part-Time **Current company filter:** LinkedIn **Listing count:** 29 resumes The visible listings include examples marked **Verified**, including: - A Full-Time Software Engineer resume associated with Amazon, Intuit, Upwork, Salesforce, and PayPal; profile name `nirmit`; 0 likes and 51 views. - A Full-Time Software Engineer resume associated with LinkedIn; profile name `wcwcwcwc`; 0 likes and 3 views. - An Intern Software Engineer resume associated with Replit, Apple, Atlassian, Stripe, and IBM; profile name `edibmusic9`; 1 like and 158 views. - An Intern Software Engineer resume associated with Amazon, Autodesk, Bloomberg, ByteDance, and LinkedIn; education shown as Purdue University; profile name `yjyoo`; 2 likes and 1.4k views. - A New Grad Software Engineer resume associated with Amazon, Microsoft, symbotic, Google, and LinkedIn; profile name `recentastronaut`; 0 likes and 48 views. - An Intern Software Engineer resume associated with LinkedIn; profile name `vix`; 0 likes and 6 views. The listing cards display blurred resume previews and may show additional companies using a `+N` indicator. Preview images include: ![Blurred resume preview](https://www.aced.io/_next/image?url=https%3A%2F%2Fq1hlr76qehnlfpdb.public.blob.vercel-storage.com%2Fresumes%2Fbf9ef341-0f80-404d-9f28-4cadd2a735ef%2Fr.png&w=640&q=75) ![Blurred resume preview](https://www.aced.io/_next/image?url=https%3A%2F%2Fq1hlr76qehnlfpdb.public.blob.vercel-storage.com%2Fresumes%2F84ddb140-5549-4e8c-84b0-0c9a968a07b5%2Fr.png&w=640&q=75) ![Blurred resume preview](https://www.aced.io/_next/image?url=https%3A%2F%2Fq1hlr76qehnlfpdb.public.blob.vercel-storage.com%2Fresumes%2F3d938765-bb93-4498-9c79-c089b03b5491%2Fr.png&w=640&q=75) ![Blurred resume preview](https://www.aced.io/_next/image?url=https%3A%2F%2Fq1hlr76qehnlfpdb.public.blob.vercel-storage.com%2Fresumes%2Fec0c179b-7b4d-4acc-a8ab-8d210d5a6a35%2Fr.png&w=640&q=75) ![Blurred resume preview](https://www.aced.io/_next/image?url=https%3A%2F%2Fq1hlr76qehnlfpdb.public.blob.vercel-storage.com%2Fresumes%2Fa92d68dc-f522-45da-972a-f97690863974%2Fr.png&w=640&q=75) ![Blurred resume preview](https://www.aced.io/_next/image?url=https%3A%2F%2Fq1hlr76qehnlfpdb.public.blob.vercel-storage.com%2Fresumes%2F708b8d3a-f1d7-48f5-8a8d-8ab91e0821c3%2Fr.png&w=640&q=75) ## Membership access Become a member to access the resume library and browse resumes that made it past screening at top companies: [Join now](https://www.aced.io/upgrade?src=resumes). ## LinkedIn resumes by role - [Software Engineer — 25 resumes](https://www.aced.io/resumes/linkedin/software-engineer) - [Data Scientist — 3 resumes](https://www.aced.io/resumes/linkedin/data-scientist) ## By the numbers These figures are based on 29 resumes and were updated **Aug 9, 2026**. | Measure | Finding | |---|---| | Verified interviews | 9 confirmed to have landed the interview | | Level | 72% intern, 14% full-time, 14% new grad | | Top schools | University of Washington, University of Southern California, Francis Marion University | | Top skills | node.js, React.js, JavaScript, JSON, Flashmob | | Also passed screening at | Google, Amazon, Bloomberg | | Average GPA | 3.78 on a 4.0 scale, across the 6 resumes that list one | | Length | 90% are one page | | Internships | 62% list at least one internship or co-op | | Roles listed | 3 on a typical resume | | Highest degree | Bachelor's 90%, Master's 10% | | Fields of study | Computer Science (18) | | Graduation years | 2026 (8), 2025 (7), 2028 (4), 2024 (3) | | Employers on these resumes | LinkedIn (3) | ## LinkedIn resume FAQ ### Are these real resumes? Yes. Each resume was uploaded by a candidate who passed the LinkedIn resume screen and chose to share it. We cover names, contact details, and photos in previews. Nine of the 29 were confirmed to have led to an interview. ### How long should your LinkedIn resume be? One page. Ninety percent of the 29 resumes we read in full are one page long. ### Should your LinkedIn resume lead with education or experience? Education while you are in school. Education appears first in 86% of the 21 resumes whose sections we could read. ### How many bullet points should your LinkedIn resume have? A typical resume has 16 bullet points. Forty-one percent include a figure such as a percentage, count, or amount. Lead each bullet with what you did and end with what resulted. ### Should your LinkedIn resume include a GPA? Often it does not. Twenty-one percent of the 29 resumes list a GPA on a 4.0 scale, and those GPAs average 3.78. ### Do you need a previous internship? An internship helps, but projects can provide an alternative. Sixty-two percent of the resumes we read in full list at least one internship or co-op, and 77% have a projects section. ### How experienced are the candidates behind these resumes? By level, 72% are interns, 14% are full-time candidates, and 14% are new graduates. ### Which schools are most common on these resumes? University of Washington, University of Southern California, Francis Marion University, Intercollege, and Grambling State University, in that order. ### Which skills do these resumes list most often? node.js, React.js, JavaScript, JSON, Flashmob, Python, CAD/CAM, and Ionic Framework, in that order. ### Where else did these candidates pass resume screening? The companies appearing most often are Google, Amazon, Bloomberg, Apple, and Meta. ## Company and role resources We also offer interview preparation and career support, including courses, interview questions, practice, coaching, resume review, salary negotiation, job referrals, and resources for universities, businesses, and recruiters. Key destinations include [Courses](https://www.aced.io/courses?src=nav), [Loops](https://www.aced.io/guides?src=nav), [Experiences](https://www.aced.io/experiences?src=nav), [Questions](https://www.aced.io/questions?src=nav), [Practice](https://www.aced.io/practice?src=nav), [Coaching](https://www.aced.io/coaching?src=nav), [Pricing](https://www.aced.io/upgrade?src=nav), and [Job Referrals](https://www.aced.io/jobs/referrals?src=nav). --- [Read this page’s summary](https://www.aced.io/agents/api/public/v1/page-tldr?url=https%3A%2F%2Fwww.aced.io%2Fresumes%2Flinkedin&trace=t_679ff9ab98f3) ## Ask a follow-up about this page Need a more specific answer? 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