How to Write a Job Search Requirement for Better Matches
6 min read • Updated November 2026
QUICK ANSWER
Write the role, three to five core skills, your years of experience and your workplace preference in one or two plain sentences. Name defining skills such as Laravel or React rather than only generic ones like REST API or Docker. Check the "Understood" chips and the score breakdown, then refine.
A good job search starts with a good description. The more clearly you say what you do, how long you have done it and where you want to work, the less time you spend scrolling through unrelated openings.
The Clipaist Job Finder reads plain English. This guide explains what it reads, how the score is built and how to fix a search that returns too little or too much.
How to do it, step by step
- Name the role. Use the title you would put on your CV, for example "Laravel backend developer" or "senior product manager".
- List 3–5 defining skills. Choose the languages, frameworks and tools you can prove. Defining skills matter more than generic ones.
- Add years and workplace. Say "4 years" and whether you want remote, hybrid or onsite. Leave them out if you are flexible.
- Read the Understood chips. If a skill or number is missing from the chips, rephrase it. The score only uses what was understood.
What the matcher reads
It reads skills from a fixed dictionary (languages, frameworks, databases, cloud tools, design and business tools), years of experience such as "4 years" or "3-5 yrs", workplace words (remote, hybrid, onsite), job type (full-time, part-time, contract, internship), seniority words, and country names. Everything else becomes title words.
It does not call an AI model. That keeps results consistent: the same text gives the same answer, and every part of the score can be inspected.
Defining skills versus generic skills
Some skills identify a role: PHP, Laravel, React, Python, Django, Flutter. Others appear in almost every technical posting: REST API, Docker, Git, AWS, SQL. A job is never called relevant just because it mentions generic skills, otherwise a search for a Laravel developer would fill with every backend job that uses Docker.
Supporting tools such as MySQL, Redis or Kubernetes count towards the score but, when you also name a defining skill, a job needs that defining skill or a distinctive title word to appear.
How the 100 points are split
Job title 25, skills 30, experience 20, workplace 15, job type 5 and freshness 5. When you do not state a preference, nothing is penalised: leaving out workplace means every workplace scores fully. When you do state one and the job does not say, the job scores partially, because it might still fit.
Missing salary never lowers a score, and a skill absent from a short description is not treated as a skill the employer lacks. The score is a ranking aid, not a prediction of whether you will be hired.
Fixing too few or too many results
Too few: remove one or two skills, widen the title ("developer" instead of "senior Laravel backend developer"), extend the date range to 30 days, or remove the salary and country filters. The index grows over time, and the tool never pads results with unrelated jobs.
Too many: add your most distinctive skill, set the workplace, add years of experience and sort by best match. The first page is ranked, so you rarely need more than a few pages.
QUICK TIPS
- ✓ One or two sentences are enough; long CV pastes add noise.
- ✓ Write "Node.js" or "Node" - both are understood. "REST API" counts as one skill.
- ✓ Use the Understood chips as a checklist before you trust the results.
- ✓ Open "Why this matches" to see which part of the score cost points.
- ✓ Re-run the same search every few days: new postings appear as boards are re-checked.
Frequently asked questions
Can I search in Urdu or Hinglish?+
Does the search use AI?+
Why is a job ranked above another that mentions more of my skills?+
Sources and further reading
Cite this page: Clipaist Editorial, "How to Write a Job Search Requirement for Better Matches", Clipaist, November 2026. https://clipaist.com/guides/how-to-write-a-job-search-requirement/
Clipaist Editorial
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