CV, cover letter & Interview prep in 5 seconds
CoverLetterMaker is the fastest way to generate tailored resume, cover letter and guide for every job application.
One job link. Three documents. Five seconds.
Paste a job URL or the posting text. You get back a complete application package, each piece written for that specific role, each one a polished PDF.
Cover letter
Ready to send
Written from the job posting in plain, human language. No placeholders, no clichés, no filling in the blanks afterwards.
Tailored CV
ATS scored
Your experience rebuilt around this specific role, with the keywords the posting screens for and an ATS score you can see before you apply.
Interview prep guide
12-15 questions
The questions this employer is likely to ask, why they are asking them, and an answer drawn from your own experience.
Drag the handle. That is the difference.
Left is the CV most people send. Right is what CoverLetterMaker generates from that same background, rewritten for one specific job posting.
Jane Doe
jane.doe@example.com • +44 7700 900123 • linkedin.com/in/janedoe • London, UK
Professional Summary
Backend engineer who rebuilt a payments platform that was failing 4% of settlements, moving it onto an event driven architecture with Kafka. Has run PCI DSS scoped infrastructure for two regulated fintechs, including a Kubernetes migration covering 60 services.
Career Highlights
- •Cut settlement failures from 4% to 0.2% across 2.4 million monthly transactions.
- •Reduced cloud spend by 180,000 USD a year without removing a single service.
Technical Skills
Languages: Go, Python, SQL, TypeScript
Infrastructure: Kubernetes, Terraform, PostgreSQL, Kafka, AWS
Domains: payments, distributed systems, API design, PCI compliance
Selected Projects
Event sourced settlement ledger
2022
- •Reconciliation ran nightly and failed on 4% of transactions; chose an event sourced ledger over a batch rewrite because audit needed replay.
Professional Experience
Senior Backend Engineer, Monzo
Jan 2021 - Present
- •Settlement reconciliation failed on 4% of transactions; chose an event sourced ledger in Kafka over a batch rewrite, cutting failures to 0.2% in two quarters.
- •Led the technical direction for a six engineer payments team, shipping three major API versions with zero downtime.
- •Migrated 60 services to Kubernetes in 9 months, taking deploy time from 25 minutes to 4.
- •Cut cloud spend by 180,000 USD a year by rightsizing 40 Go services.
Backend Engineer, Revolut
Mar 2018 - Dec 2020
- •Built the Python service scoring 2 million card transactions a day, cutting chargebacks 22%.
- •Introduced Terraform across payment infrastructure, cutting setup from 3 days to 2 hours.
- •Ran PCI DSS evidence collection for two annual audits with no findings raised.
Drag to compare · both pages are the same candidate
The same experience, rewritten to get read
Your CV goes in as it is. What comes out is rebuilt around this one job description: the achievements that match the role first, every bullet carrying a real number, and a layout a recruiter will actually finish reading.
- Duty statements become results
- "Responsible for backend services" turns into the constraint you hit, the call you made, and the number it moved.
- Keywords mirrored from the posting
- The exact terms this employer screens for, worked in where your experience genuinely supports them.
- Designed, and still machine readable
- Single column, real selectable text, standard headings. The colour is in the type, so nothing about the design costs you a match.
3 free credits. No card needed.
A letter that sounds like a person wrote it
This is a real generated letter, unedited. Read it and see whether it sounds like the templates you have been sending.
- No placeholders
- Nothing in brackets, nothing to fill in. It arrives finished, with the company and the role already in it.
- One real specific
- It picks the single thing in your background that answers what the posting is asking for, and leads with it.
- Plain human language
- No "I am writing to express my strong interest", no "aligns perfectly with my values". It clears AI detectors because it does not write like one.
- Any of 12 languages
- The whole letter, greeting and sign-off included, written natively in the language you pick.
Jane Doe
London, United Kingdom • jane.doe@example.com
17 August 2026
Monzo
London, United Kingdom
Dear Monzo Team,
I saw you are hiring a senior backend engineer for the payments platform, and the part about owning settlement end to end is what made me write. I have spent four years on that exact problem, and I still find it interesting, which surprises me a little.
At my current job the nightly settlement run failed on about four percent of transactions. Everyone treated it as normal. I moved us to an event sourced ledger in Kafka instead of rewriting the batch job, mostly because we needed replay for audit, and failures dropped to under half a percent.
I work mostly in Go, some Python. I tend to prefer boring infrastructure over clever infrastructure, though I have been wrong about that once or twice. I have also run PCI scoped systems, so I know what it costs to change something inside that boundary.
What draws me to Monzo is that money moving correctly is treated as a product problem and not just an engineering one. That sounds like a setup I would enjoy.
I would be glad to walk through the settlement work in more detail.
Sincerely,
Jane Doe
Senior Backend Engineer at Monzo · generated from the job posting
Know your CV will get past the robots
Most applications are filtered by software before a person ever opens them. Every CV generated here is scored out of 100 against the job you are applying for, with the breakdown that produced the number.
- Scored against this exact posting
- Not a generic grade. The keyword half of the score comes from the terms this employer repeats in their own job description.
- Designed to parse cleanly
- Single column, real text, standard headings, no tables or graphics. The colour is in the type, so nothing about the design costs you a match.
- You see it before you apply
- The score and its breakdown appear the moment your documents are ready, and stay on every application in your dashboard.
Your CV scores Excellent
This resume is built to get through the applicant tracking system and land in front of a human. Keywords, structure and formatting all check out.
Interview Prep Guide - Senior Backend Engineer at Monzo
Likely questions and suggested answers
3. Walk me through a system you designed where you rejected the obvious approach.
- •Why they are asking: they want to hear judgment, not activity - whether you can name the option you turned down and why.
- •Suggested answer: settlement reconciliation was failing on 4% of transactions. A batch rewrite was the obvious fix, but audit needed replay, so you built an event sourced ledger in Kafka instead. Failures dropped to 0.2% in two quarters.
4. How do you handle being on call for systems that move money?
- •Why they are asking: payments teams need people who stay calm when the failure has a customer cost attached.
Then it prepares you for the interview
Getting the interview is half the job. Every application also generates a prep guide written for that specific employer, so you walk in knowing what they are likely to ask and what you are going to say back.
- 12 to 15 likely questions
- Pulled from what this posting actually asks for, the patterns common at this seniority, and the probe areas in your own background.
- Why they are asking
- One line under every question naming what the interviewer is really assessing, so you answer the question behind the question.
- An answer from your experience
- A STAR structured talking point built from your real projects and real numbers. Nothing invented, nothing you cannot back up.
- Questions to ask them
- 8 to 10 questions grouped by topic that signal seniority and help you work out whether you actually want the job.
Less typing than filling in a form
- 1
Drop in the job
Paste a job URL and it reads the posting for you, or paste the description yourself. LinkedIn, Indeed, a company careers page - all fine.
Takes about 5 seconds
- 2
Upload your CV once
It stays in your browser and gets reused on every application after this one, so the next job takes one paste and a click.
PDF or DOCX
- 3
Download the package
Cover letter, tailored CV with its ATS score, and the interview prep guide. Edit anything you want, then export polished PDFs.
3 PDFs, ready to send
Every application is saved to your dashboard
Re-download any document later, and move each application through Applied, Interview and Offer so you always know where you stand.
Start with 3 free creditsFrequently asked questions
What do I actually get for one credit?
Three documents, all written for the specific job you pasted in: a ready to send cover letter, a CV tailored to that role with an ATS score out of 100, and an interview prep guide with 12 to 15 likely questions and suggested answers. Each one downloads as a polished PDF.
Is it free to try?
Yes. You get 3 free credits when you sign up, with no card required. That is 3 complete application packages before you decide whether to pay for more.
Will the CV get through an applicant tracking system?
That is what it is built for. Every CV is a single column of real, selectable text with standard section headings and no tables, columns or images, which is what breaks ATS parsers. The design comes from colour and typography rather than layout tricks. You also get an ATS score out of 100 against the exact posting, plus the keyword, structure, formatting and impact breakdown behind it.
Does it read like AI wrote it?
The letters are written in plain, everyday language with concrete specifics, varied sentence rhythm and none of the usual tells like "I am writing to express my strong interest" or "aligns perfectly with my values". They come out sounding like a person who actually read the posting, and they clear AI detectors.
Can I just paste a job link?
Yes. Paste the URL of a job posting and it reads the role, company and requirements for you. If a site blocks the fetch, you can paste the description in manually instead.
Which languages are supported?
Twelve, including English, Spanish, French, German, Dutch, Italian, Portuguese, Russian, Arabic, Hindi, Japanese and Mandarin Chinese. The whole package, including filenames, is generated in the language you pick.
Can I keep track of where I have applied?
Your dashboard lists every application you have generated, newest first. Re-download any document at any time, and move each one through Not started, Applied, Interview and Offer so you can see your whole pipeline at a glance.
Stand out in every job application
The cover letter generator of choice for job seekers. Try it for free here, or check out our self-hostable version on Github.
Github