From Quill to Algorithm: The Real History of the CV (and What It Means for a British CV in 2025)

By Michael O'Sullivan
9 min read
835 views

A clear, engaging history of the CV/resumé—from Leonardo da Vinci’s 1482 “job application” to today’s ATS‑aware, UK‑style CV. Learn who invented it, how it evolved, and what still works now.

From Quill to Algorithm: The Real History of the CV (and What It Means for a British CV in 2025)

At CV.run, we design UK‑focused, ATS‑ready templates that help real people land real interviews. Knowing how the CV came to be—and what’s changed—makes it easier to write one that works today. The CV has been through five centuries of reinvention; the rules that survived are the rules recruiters still reward.

1) The first “CV”: a Renaissance job application (c. 1482)

Our story opens—surprisingly—with Leonardo da Vinci. Newly arrived in Milan around 1482–83, he drafted a letter to Ludovico Sforza setting out what he could build: bridges, siege engines, fortifications, even a massive equestrian statue. He saved his art until the end and led with the employer’s problems—classic tailoring. The document survives in the Codex Atlanticus and reads like the world’s earliest skills‑forward resumé. 

Even the name we use nods to history. Curriculum vitae is Latin for “course of life”, which in British English we shorten to CV; in North America, the shorter résumé tends to dominate outside academia. Same idea, different label. 

What to steal from Leonardo: open with the employer’s needs; move from capability → evidence; keep it relevant.

2) From letters of introduction to a standard document

For centuries, work moved through guilds, patronage and reputation. Recommendations and letters of introduction did the heavy lifting; a formal “CV” wasn’t always needed. As industrialisation scaled hiring in the late 19th and early 20th century, a short written summary of experience became normal. By the mid‑20th century, typed, one‑ or two‑page resumés were common in many sectors—still largely monochrome, still formal, but now an expected part of the process. (The exact pace differed by country and industry, but the trajectory was clear.)

The lesson: the CV hardened into a standard because employers needed a quick, comparable snapshot. That need hasn’t changed.

3) The internet rewires job‑hunting (1990s–2000s)

Two big jolts reshaped the CV’s journey:

  • Job boards (e.g., Monsterboard, launched 1994) centralised listings and shifted applications from post and fax to the web. 

  • LinkedIn (launched 2003) turned the professional summary into a live, networked profile—part CV, part address book. 

With everything online, employers faced a flood of applicants. That pushed adoption of applicant tracking systems (ATS)—software that stores, searches and screens applications. Modern ATS parse your CV, extract entities (job titles, companies, dates, skills) and make the text searchable. They’re brilliant when the document is simple—and fussy when the layout tries to be clever. 

What changed for candidates: keywords started to matter; structure started to matter more.

4) Enter the machine reader: how ATS changed the layout

The human eye is forgiving. Software isn’t. Leading ATS providers explain that complex formatting can block or scramble a parse. Known culprits include:

  • multi‑column layouts

  • tables, text boxes, graphics

  • contact info tucked into headers/footers

  • inconsistent section formats and odd characters

When parsers fail, your details don’t map cleanly to fields (title, company, dates), which hurts searchability and screening. That’s why we default to single‑column, left‑aligned, clear headings, standard bullets, all vital info in the main body—it’s both human‑friendly and machine‑readable. 

Practical UK take: you can still look polished without sacrificing parse‑ability. Think “editorial clean”, not “graphic CV”.

5) How recruiters actually read CVs (and why brevity wins)

Even before AI, recruiters were fast. Eye‑tracking studies suggest the initial skim averages ~7.4 seconds. Your first third of page one has to carry the case—role‑aligned summary, strong recent title, and bullets that show impact, not duties. 

This is where “CV vs résumé” is a red herring. Regardless of the label, the job is the same: make the best‑fit evidence easy to find, fast. British employers may still say CV, but the scanning behaviour is universal. 

6) A UK‑specific thread that never went away

Different countries retain different norms. In Britain, sensible privacy and bias‑reduction habits are standard:

  • No photo, no date of birth, no marital status on a UK CV

  • City/region is fine for location; full address optional

This is straight from UK careers guidance and remains reliable baseline advice. 

Good news: the same clean, minimal layout that helps an ATS also fits UK expectations.

7) Europe standardises (a bit): Europass arrives

In 2005, the EU launched Europass—a framework designed to help people present qualifications and skills consistently across borders. It’s not mandatory, and many UK candidates prefer a conventional UK CV, but Europass is a notable landmark: a public attempt to standardise language, sections and recognition. 

8) The 2010s–2020s: profiles, portfolios and prompts

Three threads define the modern CV:

  1. Profile + portfolio: the static PDF/Word file is now part of a larger footprint—LinkedIn, a portfolio link, sometimes GitHub/Behance. The CV points to proof. 

  2. Parser‑friendly formatting: single column, logical headings, plain text links. (Yes, your CV can still look good.) 

  3. AI as an editor, not an author: helpful for tightening verbs, quantifying outcomes and matching terminology—always with you in control.

And alongside visual polish, accessibility rules crept in (for good reason). If you use an accent colour, keep normal text at 4.5:1 contrast or better so it’s legible on screen and print. 

9) A short, honest timeline of the CV

  • c. 1482–83: Leonardo’s “skills letter” to Ludovico Sforza—problem‑led, specific, and tailored. 

  • 20th century: typed, concise career summaries become the norm across many industries.

  • 1994: Monsterboard goes live; job boards move the hunt online. 

  • 2003: LinkedIn launches; the networked profile becomes standard. 

  • 2000s onward: employers adopt ATS; clean structure and sensible formatting become critical for parsing. 

  • 2005: Europass aims to standardise skills presentation across Europe. 

  • 2018: eye‑tracking puts the initial skim at ~7 seconds; clarity beats flourish. 

  • 2020s: narrative CVs appear in academia (UKRI’s R4RI) while most industry roles still prefer short, evidence‑led CVs. 


10) “CV” vs “résumé”: the naming debate (and what to do in the UK)

In British English, CV is the everyday term; in North America, résumé is more common outside academia. There are cultural quirks (e.g., some US roles expect a one‑page résumé), but the fundamentals—clear achievements, relevant skills, a clean layout—are shared. If you’re applying in the UK, default to CV and to UK norms (no photo/DOB; use UK spellings).

11) What works now (and why)—the converged spec

Centuries of trial and error have left us with a pragmatic recipe that pleases both humans and software:

Layout that survives parsing

  • Single column, left‑aligned

  • Clear, standard section headings (Summary, Skills, Experience, Education)

  • Standard bullets (• or –), no icons

  • Contact info in the body, not in a Word header/footer

  • Avoid tables, text boxes, graphics and multi‑column designs

  • These choices specifically reduce “unsuccessful parses” in widely used ATS. 

Content that earns the skim

  • Headline: your target role beneath your name

  • 3‑line summary: value you offer this role, in the language the advert actually uses

  • Experience: 3–6 bullets per recent role, each a clear outcome (verb + what + impact/metric)

  • Skills: grouped and relevant to the advert; keep to the point

  • Length: 1 page early career; up to 2 pages with real evidence for experienced hires

  • This matches known recruiter behaviour: the first third of page one must carry your case. 

UK hygiene

  • No photo or date of birth; city/region is enough

  • British spelling and conventions

  • Optional references line (“Available on request”)

  • These cues align with mainstream UK guidance. 

Accessibility & print‑friendliness

  • Keep colour accents dark and sparing; 4.5:1 contrast for normal text

  • Use standard fonts; avoid special characters that parsers misread

    Small touches that keep your CV crisp on screen and paper. 


12) The academic outlier: narrative CVs

In research funding, a separate evolution is underway. UK Research and Innovation (UKRI) now backs R4RI, a narrative CV that foregrounds contributions, influence and leadership rather than lists of publications. It’s a different genre—and a reminder that “CV” is not a single fixed template but a purpose‑built document. For industry roles, the concise, ATS‑aware CV remains the default; for academic funding, follow your funder’s narrative brief. 

13) So—who invented the CV?

No one person “invented” the modern CV. But if you’re looking for the first recognisable job‑application document that reads like a CV, Leonardo’s Milan letter is the neatest surviving example. He sells his skills, matches them to the buyer, and orders them by relevance. That’s the CV’s DNA, five centuries early. 

14) The CV today: simple beats clever

If you stripped today’s best British CVs down to their essentials, you’d find the same bones:

  • A crisp story that matches the role

  • Evidence first (what you achieved, not what you were “responsible for”)

  • Plain formatting that machines and humans both understand

The future will shift around the edges—AI support, richer portfolios, more structured skills data—but the test is the same: can a busy human and a fussy parser both find the value in seconds? That’s the bar we design for.

Key takeaways

  • The earliest CV‑like document we have is Leonardo da Vinci’s tailored skills letter (c. 1482–83). 

  • CV literally means “course of life”—British English favours CV, North America often uses résumé. 

  • The internet era (1990s–2000s) brought job boards and LinkedIn, driving volume and pushing employers to ATS. 

  • ATS parse rules reward simple single‑column layouts with standard headings—and they break on tables, text boxes, headers/footers and multi‑column designs. 

  • UK norms: no photo/DOB, keep it relevant and concise. 

  • Humans skim fast—~7.4 seconds initially—so your first third of page one must carry your case. 

  • In academia, narrative CVs (UKRI R4RI) are rising; for most UK jobs, the short, evidence‑led CV still wins. 

We love a clever design as much as anyone. But five centuries of trial—and error—say the most effective British CV is still clear, relevant, and easy to parse. Build for the person on a tough day and the system that screens on an even tougher one. That’s how you turn history into interviews.

About the Author
M
Michael O'Sullivan

Professional CV writer and career development expert helping job seekers create compelling resumes.

Related Articles