01
One base, a version per job
Start from one résumé. Every posting gets its own tailored branch — and your original never changes.
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PRODUCT · NODERESUMEEARLY ACCESS
Every job wants a different résumé. Now every job gets one.
NodeResume rewrites your résumé for each job description in seconds — mirroring the posting’s language, reordering what matters, and never inventing experience. Review every change word by word, then export an ATS-safe DOCX or PDF.
- Never fabricates experience
- Word-level before/after diff
- ATS-safe DOCX and PDF exports
- 19 employer boards, one search
Resume Tailor ·Senior Data Engineer — sample posting
- Parse
- Match
- Rewrite
- Score
—
ATS match · sample
Keywords from the posting
PythonSQLAirflowData pipelinesData qualityKubernetesdbt
Jordan Lee
Data Engineer · Toronto, ON
Summary
Data engineer with five years of experience writing scripts and reports for finance teams in banking.
Experience
Data EngineerJan 2021 – Present
Atlas Ledger Bank (sample)
Wrote Python and SQL scripts to move Oracle data into Snowflake every night for the finance team.
Set up Airflow DAGs and added checks that caught bad rows before reports ran.
Made Tableau dashboards for the monthly close.
Sample result: Data engineer with five years of experience building data pipelines and reporting for finance stakeholders in banking. Built nightly Python and SQL data pipelines moving Oracle data into Snowflake for finance stakeholders. Orchestrated Airflow DAGs with data quality checks that stopped bad rows before reporting. Delivered Tableau dashboards supporting the monthly financial close. Kubernetes is reported as a gap and not added.
THE PROBLEM
Tailoring works. It just doesn’t scale.
Recruiters and applicant tracking systems reward résumés that speak the posting’s language. Rewriting one by hand for every application takes up to an hour — so most people send the same résumé everywhere, or let a chatbot pad it with experience they don’t have.
- employer job boards
- 19employer job boards
- applicant-tracking platforms
- 6applicant-tracking platforms
- base résumé to start
- 1base résumé to start
- fabricated facts
- 0fabricated facts
HOW IT WORKS
One job in seconds.
A whole shortlist in one sitting.
Tailor a single résumé for the job in front of you, or let Auto-Search find fresh postings and tailor a version for each one you pick.
Resume Tailor · one job
01
Parse
Reads your résumé (PDF, DOCX, TXT, or Markdown) and the job — pasted, or pulled from the posting’s URL.
02
Match
Finds the role, skills, and keywords the posting asks for, and which ones your résumé already supports.
03
Rewrite
Tailors your summary, core skills, and every bullet to mirror the posting — one tailored bullet for each original.
04
Score & review
Estimates your ATS match, lists what changed and why, and lets you edit anything before you export.
Auto-Search & Bulk Tailoring · many jobs
- 01ProfileRoles, résumé, boards
- 02DiscoverFresh postings, 19 boards
- 03SelectPick from a table
- 04TailorThree at a time
- 05ReviewEdit and export each
THE TRUTHFULNESS CONTRACT
Tailored,
never invented.
Generic AI writers make résumés sound better by adding things that aren’t true — and a fabricated claim can cost an offer. NodeResume works under four rules, written into its instructions and enforced again in code.
- 01
Never fabricate
No invented employers, titles, dates, skills, or degrees. Tailoring means rephrasing, reordering, and emphasising what’s already true.
- 02
Originals stay verbatim
Your original summary, skills, and bullets are kept word for word, so the before-and-after comparison is honest.
- 03
Gaps are reported, not filled
If the posting asks for a skill you don’t list, it’s flagged as a gap for you to decide on — never slipped into your résumé.
- 04
Conservative numbers only
At most one modest, plausible result where the work clearly implies it. Never client names, revenue, or headcount you didn’t provide.
Rephrased, not invented
Set up Orchestrated Airflow DAGs and added with data quality checks that caught stopped bad rows before reports ran. reporting.
Same facts — Airflow, the checks, the bad rows — in the posting’s language (“orchestrated”, “data quality”). Nothing new was claimed.
Reported, not added
- Posting asks
- Kubernetes
- Your résumé
- Not mentioned
- NodeResume
- GapFlagged for you — never written in
CAPABILITIES
A job-search workspace,
not just a rewriter.
Move your pointer across each figure. Tailoring, review, search, and exports — built around one base résumé that stays yours.
02
See every change
A word-level before-and-after diff for your summary and each bullet, plus a plain-language list of what changed and why.
03
The truthfulness contract
Rules enforced in the prompt and checked in code: no invented experience, originals verbatim, gaps reported instead of filled.
04
Keyword gap analysis
Matched, missing, and preferred keywords at a glance. Click one to find it in your résumé instantly.
05
The live job market
Fresh postings from 19 employer boards — banks, enterprises, and startups — searchable by any role, with a time window you choose.
06
A shared postings cache
Each board is read once per refresh, not once per search. Fewer requests, faster results, and any role is searchable instantly.
07
Bulk tailoring
Pick ten postings from a table and get ten tailored résumés — each reviewed, edited, and exported on its own.
08
Choose your model
Trade cost against quality per résumé: OpenAI GPT-4o, Google Gemini Flash, or NVIDIA Nemotron on its free tier.
09
ATS-safe exports
Single-column DOCX and PDF with standard headings and selectable text — generated from your edited draft, not the raw output.
AUTO-SEARCH COVERAGE
Nineteen boards.
Every gap on the record.
Built for the Canadian job market. Every search ends with a coverage report per board — if one fails, it shows as not covered instead of quietly disappearing.
Coverage report
0 of 19 boards covered · 6 platforms
Banks05
- RBCPhenom
- TDWorkday
- BMOPhenom
- ScotiabankSuccessFactors
- CIBCWorkday
Enterprise06
- ManulifeWorkday
- Sun LifeWorkday
- Thomson ReutersWorkday
- InteracWorkday
- BellPhenom
- Air CanadaPhenom
Startups08
- GitLabGreenhouse
- FaireGreenhouse
- TailscaleGreenhouse
- HootsuiteGreenhouse
- ShakepayGreenhouse
- PlusgradeLever
- CohereAshby
- WealthsimpleAshby
Company names identify the public career boards NodeResume reads. No affiliation with or endorsement by these employers is implied.
THE WORKSPACE
Four modules, one job search.
Live
Resume Tailor
One résumé, one job description, one truthful tailored draft — with diff, inline editing, and exports.
Live
Auto-Search & Bulk Tailoring
Search 19 employer boards, pick postings from a table, and tailor a résumé for each one.
Coming soon
Interview Practice
Rehearse answers for the roles you’ve applied to.
Coming soon
Communication Practice
Practise calls, follow-ups, and outreach before they count.
UNDER THE HOOD
Built to hold up.
AI models time out, truncate, and return messy output. Job boards change. NodeResume is engineered for both — and tells you when something didn’t work.
The engine, in plain words
- Reads any résuméPDF, DOCX, TXT, and Markdown, extracted on the server
- Reads any postingPaste the text or a URL — structured job data first, page analysis second
- Tailors in one passSummary, core skills, and bullets — one rewrite per original
- Repairs model outputRecovers truncated or wrapped responses instead of failing
- Retries per providerEach AI provider gets its own timeouts, retries, and streaming
- Matches roles smartly“Data engineer” finds “Engineer II, Data Platforms”
- Filters by locationCanada-based roles, plus remote roles open to Canada
- Reports coverageScanned, matched, and failed — per board, every search
- Exports your editsDOCX and PDF built from the draft you reviewed
Your choice of model
GPT-4o for the best quality, Gemini Flash for lower cost, or Nemotron on NVIDIA’s free tier — picked per résumé.
Credits that are fair
One credit is one tailored résumé. It’s reserved before the AI runs and released if anything fails — failed runs are never charged.
Fewer requests, not disguised ones
Boards are read on a schedule into one shared cache, instead of once per search — respectful to employers and fast for you.
Sign in your way
Google, or a one-time code by email. Every account starts with free trial credits.
ROADMAP
What’s live,
and what’s next.
Tailoring and Auto-Search are live today. Practice modules for interviews and outreach come next.
Now
Available in early access- Resume Tailor with word-level diff and inline editing
- Job description by paste or URL
- Keyword gap analysis and ATS match estimate
- ATS-safe DOCX and PDF exports
- Auto-Search across 19 employer boards
- Bulk tailoring with per-posting review
- Four AI models to choose from
- Google or email sign-in, with free trial credits
Next
Up next- Interview Practice
- Communication Practice
- Paid plans and billing
- Saved profiles and history
- Export all from bulk review
- More job boards
Later
On the roadmap- Résumé version history
- A quality-check pass before export
- Custom employer boards for teams
COMMON QUESTIONS
Before you hit apply.
Will it invent experience to match the job?
No. NodeResume follows a strict truthfulness contract: it rephrases, reorders, and emphasises what your résumé already says. Employers, titles, dates, skills, and degrees are never invented, and a skill the posting wants but you don’t list is reported as a gap — never added for you.
Can I see exactly what changed?
Yes. A Compare view shows a word-level before-and-after diff for your summary and every bullet, alongside a plain-language list of what changed and why. You can edit any line before exporting.
Will my résumé get past applicant tracking systems?
Exports are single-column, with standard headings and selectable text — the format ATS parsers read most reliably. The ATS score is an estimate of keyword match to guide your edits, not a guarantee of any outcome.
Which job boards does Auto-Search cover?
Nineteen public career boards from Canadian banks, enterprises, and startups, across Workday, Phenom, SuccessFactors, Greenhouse, Lever, and Ashby. Every search shows a coverage report per board — if a board fails, you see it.
Which AI models does it use?
You choose per résumé: OpenAI GPT-4o by default, Google Gemini 2.5 Flash or 3.1 Flash-Lite for lower cost, or NVIDIA Nemotron on its free tier (slower, but free).
What files can I use?
Upload a résumé as PDF, DOCX, TXT, or Markdown. Export the tailored version as DOCX or PDF — built from the draft you edited.
How much does it cost?
You start with 10 tailored résumés free. Paid plans for individuals and teams add monthly credits. One credit is one tailored résumé, and a failed run is never charged.
Can NodeFlow Lab build something like this for us?
Yes. NodeResume is built the way we build for clients: grounded AI with explicit rules, resilient multi-model routing, and data collection that reports its own gaps. Book a call and tell us what you need.
NODERESUME · EARLY ACCESS
Every application,
its own résumé.
Book a 45-minute call to see NodeResume tailor a résumé live — or to talk through building something like it for your team.
Book a demo