of applicants reached the interview stage in CareerPlug’s benchmark of more than 10 million applications.
CareerPlug Recruiting Metrics ReportSTOP SEARCHING. START MATCHING.
Find the jobs most worth your time.
RoleFit compares job opportunities with your experience, goals, and working preferences, then surfaces the roles where you appear to be the strongest match.
Spend less time scrolling through unsuitable postings and more time preparing credible, targeted applications.
- Turn large job lists into a focused shortlist
- See why each opportunity fits—or does not
- Prioritise roles that match your experience and goals
- Create tailored applications for your strongest opportunities
EXAMPLE SHORTLISTStrong match
42Opportunities reviewed
6Strong matches
3Worth reviewing now
Senior Platform Engineer
82%Strong match
Strongest alignmentCloud platform delivery
Point to reviewGerman requirement
Job-search statistics
of successful job seekers tracked by Huntr submitted more than 100 applications before receiving an offer.
Huntr 2025 Annual Job Search Trends Reporthigher interview conversion among Huntr users submitting 11–20 applications than among those submitting more than 100 in Q1 2026.
Huntr Q1 2026 Job Search Trends ReportThe data does not prove that submitting fewer applications alone produces better results. It supports a more selective, better-targeted search strategy.
MORE JOBS DO NOT ALWAYS MEAN BETTER OPTIONS
You should not have to assess every job yourself.
Job boards make it easy to discover hundreds of opportunities, but they leave you with the hardest work: deciding how closely each opportunity matches your experience, checking practical requirements, comparing similar roles, and choosing which applications deserve your time.
RoleFit gives you a better starting point: a smaller set of opportunities selected around what you can offer and what you are looking for.
LESS SEARCHING. BETTER FOCUS.
Turn a crowded job market into a manageable shortlist.
Strong matches
Roles where your experience, skills, seniority, and preferences align closely.
Opportunities to review
Promising roles with missing information or one or two important gaps.
Stretch opportunities
Roles that may support your next career step but require careful positioning.
Low-priority roles
Jobs that are unsuitable, expired, incomplete, duplicated, or poorly aligned with your goals.
FROM HUNDREDS OF JOBS TO A FEW STRONG APPLICATIONS
RoleFit does the initial sorting for you.
1→2→3→4→5
- Tell RoleFit what you wantSet your preferred roles, seniority, location, salary range, working model, workload, languages, and other practical requirements.
- Bring in opportunitiesAdd Swiss Job-Room opportunities, forward LinkedIn job alerts, or paste job descriptions manually.
- Let RoleFit compare themEach role is assessed against your experience, skills, achievements, preferences, and practical constraints.
- Review your strongest matchesSee a focused shortlist with clear explanations of strengths, gaps, uncertainties, and practical considerations.
- Apply with targeted documentsGenerate a tailored CV and complementary cover letter from the parts of your background that matter most for the opportunity.
KNOW WHERE YOU FIT BEFORE YOU APPLY
More useful than a percentage alone.
RoleFit considers relevant experience; skills and technologies; responsibilities and achievements; role family and seniority; career direction; location and remote-working preferences; salary expectations; workload and contract preferences; language requirements; and missing or unclear job information.
Every recommendation includes the reasons behind it, so you can decide whether to apply, investigate further, treat the role as a stretch, or move on.
The match score is a decision aid. It does not predict employer decisions or guarantee an interview.
Review your job matches82%Strong match
Experience matchRelevant cloud and platform delivery86%
Role alignmentMatches target role family90%
LocationHybrid location is acceptable75%
Points to reviewSalary is not listedReview
YOUR EXPERIENCE, READY WHEN YOU NEED IT
Keep your career information ready for every opportunity.
Your strongest professional information may be spread across old CVs, certificates, LinkedIn, project notes, performance reviews, and details you have never formally recorded.
Your Career Library brings that information together so RoleFit can compare opportunities consistently and identify the experience most relevant to each application.
You control what is stored, what RoleFit can use, and what appears in your final documents.
Build my Career LibraryYour Career Library can include
- Work experience and responsibilities
- Achievements and measurable results
- Projects, skills, and technologies
- Education, certifications, languages, and permits
- Existing CVs and supporting documents
- Career preferences and practical requirements
APPLY WHERE THE MATCH IS STRONGEST
Turn the right opportunity into a stronger application.
The goal is not to generate the highest number of applications. It is to help you submit fewer applications with clearer reasons for why you fit.
Assess the opportunity
Keep the original job description, RoleFit assessment, matching strengths, and important gaps together.
Shape the application
Create and review a targeted CV and complementary cover letter before export.
Review before you apply
Use the assessment and review warnings to decide what to submit and when.
MATCH FIRST. WRITE SECOND.
Most AI job tools begin with a document. RoleFit begins with the decision.
Generic writing tools can help tailor a CV to almost any job description. But before writing, you still need to know whether the role is worth applying for, whether you meet the important requirements, which experience to emphasise, and which gaps need careful handling.
RoleFit answers those questions first. It then helps you build the application around the strongest connection between the opportunity and your real career history.
Find where you fit. Then show why.
YOUR SEARCH. YOUR DECISIONS.
RoleFit helps you focus without taking away control.
You decide what belongs in the Career Library, what you want from your next role, which opportunities deserve attention, which recommendations you agree with, what appears in the CV and cover letter, and what you ultimately submit.
RoleFit provides recommendations and drafts. You make the final decisions.
FAQ
Questions about RoleFit
Does RoleFit automatically search every job on the internet?
No. RoleFit currently works with Swiss Job-Room opportunities, forwarded LinkedIn job alerts, and job descriptions you add manually. It does not claim universal web crawling.
Is RoleFit another AI CV builder?
No. RoleFit first helps you find and prioritise suitable opportunities. CV and cover-letter creation comes after the role has been assessed.
What is the Career Library?
It is the collection of experience, achievements, skills, qualifications, preferences, and documents that RoleFit uses to evaluate opportunities and prepare applications.
How does RoleFit decide whether a job matches?
It compares the job with your experience and preferences across areas such as skills, seniority, location, salary, workload, language, career direction, and job-description completeness.
Does a high match mean I will get an interview?
No. It means the information available to RoleFit indicates stronger alignment. Employer decisions also depend on competition, timing, hiring priorities, and factors RoleFit cannot observe.
Can I still apply for stretch roles?
Yes. RoleFit can identify promising stretch opportunities while showing where the most important gaps exist.
Does RoleFit apply automatically?
No. You choose which opportunities to pursue and review every application before submission.
Can RoleFit invent information?
RoleFit is designed to work from your Career Library and flag statements requiring review. You remain responsible for approving the final documents.
SPEND YOUR TIME ON THE RIGHT OPPORTUNITIES
Stop sorting through jobs that do not fit.
Let RoleFit compare the opportunities, surface your strongest matches, and help you apply with a clearer understanding of why you belong there.