New — deterministic ATS scoring, not vibes

Resumes, built for how machines actually read them.

Paste a job description. Edit with live quality signals. Export a clean PDF or Word file that parses correctly in every major ATS — without inventing a single achievement you didn't earn.

Free to draft. Pay only when you export. From $1.99.

jobresumai.com / editor
ATS match
87/ 100

Live signals

  • Strong action verbs in 8 of 9 bullets
  • Quantified impact in 6 of 9 bullets
  • Kubernetes appears in JD — consider adding
  • Bullet 3 is 172 chars — tighten to under 150

Workday · Greenhouse · Lever · Taleo · iCIMS

Built for the ATS systems you'll actually encounter

  • Workday
  • Greenhouse
  • Lever
  • Taleo
  • iCIMS
  • SmartRecruiters
  • BambooHR

What's in the product

Every feature here ships today — no roadmap promises.

We built the things candidates actually need and skipped the features that exist only to make a pricing table look bigger.

Deterministic ATS scoring

Bullet-length distribution, quantification rate, date-format drift and JD keyword coverage — all computed in code before the AI speaks. You see the numbers, not a black-box score.

Inline quality signals

Real-time hints under every bullet flag weak openers, missing metrics and length overruns. Same rules the ATS scoring uses — no surprise mismatches.

Hard anti-fabrication rules

Every prompt explicitly forbids inventing metrics or experience. Rewrites preserve your facts exactly — we reshape sentences, not substance.

Undo, redo, version history

Every edit is recorded with ⌘Z-grade fidelity. Multi-tab conflict detection prevents silent overwrites when you edit on two devices.

Role-aware rewriting

A 10-family role classifier tailors verb choice and metric templates to your target role — engineering verbs for engineers, revenue metrics for sales.

Clean PDF & Word export

Both formats generated from the same structured content. PDFs under 500KB. Word files text-selectable. Standard headers throughout.

Cover letters & interview prep

Tailored cover letters and STAR-format interview questions generated from your real resume and a target JD — with suggested answers grounded in your experience.

Job-match analysis (strategic)

A separate "should I apply?" score covering required skills, experience level, seniority and industry fit — calibrated, honest, distinct from keyword parsing.

Localization (US, UK, EU)

Adapts section order, terminology and date formats so your resume reads native across markets — CV for the UK, résumé for the US.

What the rewrite looks like

Your facts, better articulated.

Numbers only appear when you provide them. Everything else is just sentence craft.

Before

“Responsible for managing marketing campaigns and social media accounts for the company.”

After (when you provide the numbers)

“Managed 12 multi-channel campaigns, growing social engagement 45% and generating 2,300 qualified leads in Q3 2025.”

Templates

Eight templates, all designed to parse cleanly.

Standard section headers. Simple layouts. YYYY-MM dates. The exact conventions every major ATS documentation recommends.

Sarah Johnson

sarah@example.com • +1 555-0123 • San Francisco, CA

linkedin.com/in/sarahjohnson • sarahjohnson.dev • github.com/sarahj

Professional Summary

Senior Software Engineer with 8+ years of experience building scalable web applications. Expert in React, TypeScript, and cloud architecture. Led teams of 5-10 engineers delivering products used by millions.

Professional Experience

Senior Software EngineerMar 2021 — Present

TechCorp Inc., San Francisco, CA

  • Led migration of legacy monolith to microservices architecture, reducing deployment time by 75%
  • Mentored 5 junior engineers, resulting in 3 promotions within 12 months
  • Designed and implemented real-time data pipeline processing 2M+ events daily
Software EngineerJun 2018 — Feb 2021

StartupXYZ, New York, NY

  • Built customer-facing dashboard serving 50K+ daily active users
  • Reduced API response time by 60% through query optimization and caching

Education

B.S. in Computer Science2014 — 2018

Stanford University

Skills

Technical: React, TypeScript, Node.js, Python, AWS, PostgreSQL

Tools: Docker, Kubernetes, Git

Languages: English, Spanish

Certifications: AWS Solutions Architect

ClassicIncluded

Sarah Johnson

sarah@example.com+1 555-0123San Francisco, CAlinkedin.com/in/sarahjohnsonsarahjohnson.devgithub.com/sarahj

Summary

Senior Software Engineer with 8+ years of experience building scalable web applications. Expert in React, TypeScript, and cloud architecture. Led teams of 5-10 engineers delivering products used by millions.

Experience

Senior Software Engineer

TechCorp Inc. • San Francisco, CA

Mar 2021 — Present
  • Led migration of legacy monolith to microservices architecture, reducing deployment time by 75%
  • Mentored 5 junior engineers, resulting in 3 promotions within 12 months
  • Designed and implemented real-time data pipeline processing 2M+ events daily

Software Engineer

StartupXYZ • New York, NY

Jun 2018 — Feb 2021
  • Built customer-facing dashboard serving 50K+ daily active users
  • Reduced API response time by 60% through query optimization and caching

Education

B.S. in Computer Science

Stanford University

2014 — 2018

Skills

ReactTypeScriptNode.jsPythonAWSPostgreSQLDockerKubernetesGit

Languages: English, Spanish

Certifications: AWS Solutions Architect

ModernIncluded

Sarah Johnson

sarah@example.com+1 555-0123San Francisco, CAlinkedin.com/in/sarahjohnsonsarahjohnson.devgithub.com/sarahj

summary

Senior Software Engineer with 8+ years of experience building scalable web applications. Expert in React, TypeScript, and cloud architecture. Led teams of 5-10 engineers delivering products used by millions.

experience

Senior Software EngineerMar 2021 - Present

TechCorp Inc., San Francisco, CA

Led migration of legacy monolith to microservices architecture, reducing deployment time by 75%

Mentored 5 junior engineers, resulting in 3 promotions within 12 months

Designed and implemented real-time data pipeline processing 2M+ events daily

Software EngineerJun 2018 - Feb 2021

StartupXYZ, New York, NY

Built customer-facing dashboard serving 50K+ daily active users

Reduced API response time by 60% through query optimization and caching

education

B.S. in Computer Science2014 - 2018

Stanford University

skills

React / TypeScript / Node.js / Python / AWS / PostgreSQL

Docker / Kubernetes / Git

Languages: English, Spanish

Certifications: AWS Solutions Architect

MinimalIncluded

Sarah Johnson

sarah@example.com+1 555-0123San Francisco, CAlinkedin.com/in/sarahjohnsonsarahjohnson.devgithub.com/sarahj
Executive Summary

Senior Software Engineer with 8+ years of experience building scalable web applications. Expert in React, TypeScript, and cloud architecture. Led teams of 5-10 engineers delivering products used by millions.


Professional Experience
TechCorp Inc.San Francisco, CA
Mar 2021 — Present

Senior Software Engineer

  • Led migration of legacy monolith to microservices architecture, reducing deployment time by 75%
  • Mentored 5 junior engineers, resulting in 3 promotions within 12 months
  • Designed and implemented real-time data pipeline processing 2M+ events daily
StartupXYZNew York, NY
Jun 2018 — Feb 2021

Software Engineer

  • Built customer-facing dashboard serving 50K+ daily active users
  • Reduced API response time by 60% through query optimization and caching

Education

Stanford University

B.S. in Computer Science

2014 — 2018

Core Competencies

Technical: React, TypeScript, Node.js, Python, AWS, PostgreSQL

Tools: Docker, Kubernetes, Git

Languages: English, Spanish

Certifications: AWS Solutions Architect


ExecutivePro

Sarah Johnson

Contact

sarah@example.com

+1 555-0123

San Francisco, CA

linkedin.com/in/sarahjohnson

sarahjohnson.dev

github.com/sarahj

Skills

ReactTypeScriptNode.jsPythonAWSPostgreSQLDockerKubernetesGit

Languages

English

Spanish

Certifications

AWS Solutions Architect

// SUMMARY

Senior Software Engineer with 8+ years of experience building scalable web applications. Expert in React, TypeScript, and cloud architecture. Led teams of 5-10 engineers delivering products used by millions.

// EXPERIENCE

Senior Software EngineerMar 2021 - Present

TechCorp Inc. | San Francisco, CA

  • >Led migration of legacy monolith to microservices architecture, reducing deployment time by 75%
  • >Mentored 5 junior engineers, resulting in 3 promotions within 12 months
  • >Designed and implemented real-time data pipeline processing 2M+ events daily
Software EngineerJun 2018 - Feb 2021

StartupXYZ | New York, NY

  • >Built customer-facing dashboard serving 50K+ daily active users
  • >Reduced API response time by 60% through query optimization and caching

// EDUCATION

B.S. in Computer Science2014 - 2018

Stanford University

TechPro

Sarah Johnson

sarah@example.com+1 555-0123San Francisco, CAlinkedin.com/in/sarahjohnsonsarahjohnson.devgithub.com/sarahj
About Me

Senior Software Engineer with 8+ years of experience building scalable web applications. Expert in React, TypeScript, and cloud architecture. Led teams of 5-10 engineers delivering products used by millions.

Experience
Senior Software EngineerMar 2021 - Now

TechCorp Inc. / San Francisco, CA

  • +Led migration of legacy monolith to microservices architecture, reducing deployment time by 75%
  • +Mentored 5 junior engineers, resulting in 3 promotions within 12 months
  • +Designed and implemented real-time data pipeline processing 2M+ events daily
Software EngineerJun 2018 - Feb 2021

StartupXYZ / New York, NY

  • +Built customer-facing dashboard serving 50K+ daily active users
  • +Reduced API response time by 60% through query optimization and caching
Education

B.S. in Computer Science

Stanford University

2014 - 2018
Skills

Technical

ReactTypeScriptNode.jsPythonAWSPostgreSQL

Tools

DockerKubernetesGit

Languages

EnglishSpanish

Certifications

AWS Solutions Architect
CreativePro

Sarah Johnson

Email: sarah@example.com
Phone: +1 555-0123
Location: San Francisco, CA
LinkedIn: linkedin.com/in/sarahjohnson
Website: sarahjohnson.dev
GitHub: github.com/sarahj

Personal Statement

Senior Software Engineer with 8+ years of experience building scalable web applications. Expert in React, TypeScript, and cloud architecture. Led teams of 5-10 engineers delivering products used by millions.

Education

Stanford UniversitySep 2014 — Jun 2018

B.S. in Computer Science

Professional Experience

Senior Software Engineerat TechCorp Inc., San Francisco, CA
Mar 2021 — Present
  • Led migration of legacy monolith to microservices architecture, reducing deployment time by 75%
  • Mentored 5 junior engineers, resulting in 3 promotions within 12 months
  • Designed and implemented real-time data pipeline processing 2M+ events daily
Software Engineerat StartupXYZ, New York, NY
Jun 2018 — Feb 2021
  • Built customer-facing dashboard serving 50K+ daily active users
  • Reduced API response time by 60% through query optimization and caching

Languages

English
Spanish

Skills & Competencies

Technical: React, TypeScript, Node.js, Python, AWS, PostgreSQL
Tools: Docker, Kubernetes, Git
Certifications: AWS Solutions Architect
InternationalPro

Sarah Johnson

sarah@example.com+1 555-0123San Francisco, CAlinkedin.com/in/sarahjohnsonsarahjohnson.devgithub.com/sarahj

Research Interests


Senior Software Engineer with 8+ years of experience building scalable web applications. Expert in React, TypeScript, and cloud architecture. Led teams of 5-10 engineers delivering products used by millions.

Education


Stanford UniversitySep 2014 — Jun 2018

B.S., Computer Science

Professional Experience


Senior Software Engineer, TechCorp Inc., San Francisco, CA
Mar 2021 — Present

Led migration of legacy monolith to microservices architecture, reducing deployment time by 75%. Mentored 5 junior engineers, resulting in 3 promotions within 12 months. Designed and implemented real-time data pipeline processing 2M+ events daily.

Software Engineer, StartupXYZ, New York, NY
Jun 2018 — Feb 2021

Built customer-facing dashboard serving 50K+ daily active users. Reduced API response time by 60% through query optimization and caching.

Skills & Qualifications


Technical: React, TypeScript, Node.js, Python, AWS, PostgreSQL

Tools: Docker, Kubernetes, Git

Languages: English, Spanish

Certifications: AWS Solutions Architect

AcademicPro

Pricing

Pay once, or stay subscribed. Same features either way.

Drafting is free. You only pay when you're ready to export.

Best Deal

48-Hour Pass

$1.99

Full access for 48 hours. Perfect for a single application.

  • All 8 templates (standard + premium)
  • ATS score + per-vendor analysis
  • Cover letter generator
  • Unlimited PDF + Word exports
  • Achievement library
  • 48 hours of full access, then auto-expires

Monthly

$9.99/month

For active job seekers applying to multiple roles.

  • Unlimited resumes & cover letters
  • All 8 templates
  • ATS score + per-vendor analysis
  • Job match analysis
  • Version history + multi-tab conflict detection
  • Cancel anytime in one click
Most Popular

Pro

$19.99/month

Everything in Monthly plus practice + localization.

  • Everything in Monthly
  • Interview prep generator (unlimited sessions)
  • Localization tools (US, UK, EU formats)
  • Tone consistency auditor
  • Achievement strengthening (metric templates)
  • Priority AI queue (faster responses)

Monthly and annual plans cancel in one click. The 48-hour pass expires automatically.

What we won't do

Straight rules, publicly stated.

Short list. Hold us to it.

  • We will not invent metrics, percentages, dollar amounts or experience you did not describe.
  • We will not display fake testimonials, stock-photo customers or AI-generated quotes.
  • We will not claim a user count until we can verify it publicly.
  • We will not show company logos to imply endorsements we do not have.
  • We will not promise a specific interview success rate — no one can honestly do that.
  • We will not use your resume content to train AI models. Not us, not our providers.

FAQ

Straight answers.

Does JobResumAI invent achievements or numbers?

No. Every AI prompt is explicitly instructed to never invent metrics, percentages, dollar amounts or experience. If a number is not in your input, it will not appear in the output. You also review every bullet before export.

How does the ATS scoring actually work?

We run a deterministic pre-check in pure code: bullet length distribution, weak-verb openers, quantification rate, date-format drift, and JD-keyword coverage. The AI builds on those numeric findings with Workday, Greenhouse, Lever, Taleo and iCIMS parsing quirks in mind. You see both the raw signals and the recommendations.

What file formats can I export?

PDF and Microsoft Word (.docx). Both use standard section headers so ATS parsers read them cleanly. PDFs are under 500KB; Word files are text-selectable.

Can I cancel anytime?

Yes. Monthly and annual plans cancel in one click from account settings. The 48-hour pass expires automatically — nothing to cancel.

Is my data used to train AI models?

No. We use commercial API endpoints (Anthropic Claude, OpenAI) under contracts that prohibit training on inputs. Your content is encrypted in transit and at rest. You can delete your account and all associated data from settings at any time.

Do you offer refunds?

If something is broken or a feature does not work as advertised, email support within 14 days of purchase and we refund you. Full terms on the Terms of Service page.

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