If you have fired off 150 applications and heard back from maybe two, you already know something is broken. Either you are secretly terrible, which is unlikely given you have been doing this job for a decade, or the machine on the other side is not reading what you think it is reading.
Spoiler. It is the machine.
That is the part people miss. Tailoring is not rewriting your whole career every time. It is translating the experience you already have into the language the role is actually using. If you are doing a serious job search, that difference matters more than most job seekers want to admit.
The Brutal Maths
The UK labour market has tightened. The ONS reports vacancies falling for over 35 consecutive quarters, with the latest figures showing around 729,000 vacancies - the lowest sustained level since 2021. More people, fewer roles, every decent advert drowning in CVs.
So when some influencer claims they applied to 20 jobs and got 4 interviews, they are not lying. They are also not doing what you are doing. They are applying to roles they actually fit, with a CV rewritten for each one. You are firing a generic PDF into a void and hoping good vibes carry you through.
They will not.
The ATS Is Quietly Running Your Career
Most medium and large employers route applications through applicant tracking systems. Workday, Greenhouse, SuccessFactors, and the rest. Recent ATS industry summaries still show that large employers rely heavily on applicant tracking systems. These systems parse your CV, match it against the advert, and rank you. If your wording does not match closely enough, you get buried.
The ATS is not clever. It does not know that your experience in distributed systems is basically what they mean by scalable backend architecture. If the advert says Kubernetes and you wrote k8s, some systems will not match. If the advert says stakeholder management and your CV says worked with teams, you are invisible.
You are not being rejected for lack of skill. You are being rejected for lack of translation. Modern ATS platforms are built to search resumes for role-specific keywords and structure before a recruiter spends serious time on them.
How to tailor your CV to a specific job description
Tailoring does not mean inventing achievements. It means rephrasing what you have actually done using the language the employer has actually used.
If the advert prioritises event driven architecture and you spent two years building Kafka pipelines, say event driven. If they talk about MLOps and you have been deploying models into production, say MLOps. Same truth, different angle, much better match.
That is what a tailored CV really is. Not a fantasy version of you. Just a clearer translation of your experience for this specific job description.
This is also where people misunderstand how to tailor your CV. They think it means starting from a blank page for every specific job. It usually does not. It means taking the experience, the specific skill, and the skills include section that already exist in your background and making them easier to recognise for this job title and this job post. If the company wants a project manager with delivery ownership and cross-functional coordination, and that is genuinely part of what you have done, say it clearly.
A few things that actually move the needle:
- Read the advert twice and pull out the five or six phrases they keep repeating. Those are your keywords.
- Reorder your bullets so the most relevant experience sits at the top of each role.
- Use the exact job title somewhere sensible if your experience honestly supports it.
- Keep formatting boring. Single column, standard headings, no tables, no text boxes, no clever graphics.
- Drop the generic personal statement. Write a three line summary for this specific role.
If you are stuck, start with the duties and responsibilities section. That usually tells you more about the real work than the company waffle at the top. Then look for the specific duties, the specific skill requirements, and the language around collaboration, leadership, and delivery. Those clues tell you what hiring managers and human resources teams are screening for first.
Why 20 Targeted Applications Beat 150 Lazy Ones
When you apply to 150 roles with the same CV, you are running the same failing experiment 150 times. Each rejection makes the next application sloppier and the spiral deepens.
Twenty applications where you actually understood the role and matched the language will almost always outperform that. The broader hiring reality is that recruiters are already drowning in application volume, so better targeting matters more than throwing another generic CV on the pile.
The tradeoff is that tailoring takes time. An hour per job application adds up fast when you are already working full time. This is where most people give up and go back to spraying.
Where OutRung Fits In
This is roughly why we built OutRung. Not because the world needed another CV generator, but because the admin of a serious job search is crushing and most of it is repetitive.
You keep one master profile with your real career history, skills, and achievements. When you find a role worth applying to, OutRung scores how well it matches you, shows your gaps, and generates a tailored CV from your trusted profile rather than making things up. You can check how the draft reads in an ATS score checker and track applications in one place instead of across seven browser tabs.
It does not apply to jobs for you. The point is to help you find a role that actually fits, tailor your resume without starting from zero, and keep the whole process grounded in the experience you have rather than resume templates that flatten everything into the same shape.
The Honest Takeaway
The hiring process is not fair and it is not going to become fair any time soon. The ATS is not going anywhere. Recruiters are not going to read your CV for twenty minutes and discover your hidden brilliance.
What you can control is how precisely your application speaks to the role in front of you. Stop hoping that volume will save you. Tailor properly, apply to fewer things, and protect your energy for the roles that are actually worth it.
Your CV is not a monument to your career. It is a tool. Use it like one. Good bullet points, honest role including context, and a better match to the specific role will save time far more effectively than sending the same CV everywhere and praying.
If you remember nothing else, remember this. Tailor your CV to the job description in front of you, not to every job you wish you could do.
Related questions
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Start by reading the specific job description closely, pulling out the repeated language, then rewriting your summary and bullet points so they reflect the same truth in terms that fit the specific role.
Written by
Tian - Founder of OutRung
Tian is an AI professional, builder, and the founder of OutRung. Holding a PhD in deeptech, Tian navigated the frustrating modern job market first-hand before transitioning into the AI space. OutRung was built to share the exact strategies that made that transition successful. Tian's goal is to help everyday job seekers use AI to find their ideal roles efficiently, without needing to be computer experts themselves.
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