1The Score Is a Starting Point, Not a Decision
A fit score of 73/100 doesn't tell you whether to apply. It tells you the strength of your structural match to the role before you walk into the recruiter's inbox. What you do with that number depends on understanding what's driving it.
The score combines five dimensions of profile fit with a resume match layer. Each dimension contributes differently, and each gap has a specific point cost. The difference between a 73 and an 85 is usually one or two specific things, not a general sense that you're "not quite right."
2The Five Dimensions
Skills Match
How many of the role's required and preferred skills appear in your profile, weighted by how central each skill is to the JD. A skill mentioned 5 times in the JD costs more when missing than one mentioned once at the bottom of the preferred list.
Experience Level
Whether your years and type of experience match the level the role is targeting. A mid-level role expecting 3-5 years of IC work is different from the same title at a company that expects someone who's managed teams.
Seniority Alignment
Whether your overall career level matches the role. This captures overqualification (too senior) and underqualification (too junior) separately from raw experience years.
Industry Fit
How much your background overlaps with the company's sector and the JD's domain context. Industry fit deductions are usually softer than skills gaps: transferable experience in adjacent sectors is weighted accordingly.
Logistics and Job Quality
Whether the role meets your location, remote preference, salary floor, and general job quality signals. Ghost job probability and JD authenticity factor in here. A great skills match on a likely ghost job reflects both in the score.
The overall score is 70% Profile Fit (across 5 dimensions) and 30% Resume Match. Here's what each dimension measures.
3What Different Score Ranges Mean
The score bands aren't arbitrary. They're calibrated against callback rate data.
- 85 and above (Magic Match): Strong structural fit across most dimensions. The application is worth the full investment: tailored resume, specific cover letter, and direct recruiter outreach if possible.
- 70-84 (Good Match): Solid fit with identifiable gaps. Worth applying, especially if the gaps are in non-core areas. The Why Not 100 breakdown tells you exactly what the gaps are and how to address them.
- 60-69 (Borderline): The structural match has real gaps. You can apply, but set the right expectation: the screen is less likely and addressing the gaps directly in your application matters more.
- Below 60 (Likely Mismatch): One or more core dimensions are significantly off. Not impossible, but the investment-to-return ratio is poor. Consider whether the time is better spent on a better-matched role.
4Reading the "Why Not 100" Breakdown
The most useful part of the score is the gap analysis. Every point deducted has a reason, and every reason has a specific point cost. A 73/100 built from a 5-point experience gap and a 22-point skills gap is a completely different situation than a 73/100 built from a 15-point seniority deduction and a 12-point industry gap.
The first scenario is probably addressable: the skills gap is real but the experience level is close. The second scenario might require a more fundamental rethink of whether the role is the right target.
Look at the breakdown before you decide whether to apply, not just the number.
5How the Score Changes When You Add a Resume
The 30% resume match component compares your uploaded resume directly against the JD. It often scores differently from the profile-based component because resumes contain more specific language and outcome statements than a profile.
A profile that scores 68/100 can shift to a 76/100 once a tailored resume is added, because the resume surfaces specific experiences and keywords that the profile summarizes at a higher level.
This is why tailoring your resume to the specific JD language matters beyond ATS keyword matching: it improves the resume component of your fit score and signals to the hiring manager that the application is specific, not templated.
Upload your resume to see the full fit score, including the resume match layer.
Score a Job6What a 73 Should Tell You to Do
Open the Why Not 100 breakdown. Identify the two or three largest deductions. Determine whether those gaps are core technical requirements or peripheral preferences.
If the largest deductions are in skills you actually have but didn't explicitly surface in your resume, fix the resume first. If the largest deductions are in skills you genuinely don't have, decide whether to apply with explicit gap acknowledgment or deprioritize in favor of a better-matched role.
A 73 isn't a rejection. It's a diagnostic. Treat it like one.
Written by
Jesse Johnson
Founder, ShouldApply
Founder of ShouldApply. I write about job search strategy, hiring, and how to spend your time on opportunities that actually fit. Full bio →
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Frequently Asked Questions
It's a decent fit: better than the majority of roles in a typical job search, but with real gaps worth identifying. Whether 73 is "good enough" depends on what's driving the deduction. A 73 with 2 peripheral skill gaps and a 73 with a core technical skill missing are different situations. The Why Not 100 breakdown tells you which you're dealing with.
Yes, if the changes reflect genuine experience. Adding skills you don't have inflates the score without improving your candidacy. Adding skills you do have but haven't listed, or adjusting your skill depth rating to match your actual proficiency level, produces a more accurate score that better reflects real fit.
Your score is recalculated when your profile changes and when the JD is re-fetched. If you've updated skills or experience since the first score, the new score reflects the updated profile. The system uses a content hash to detect when both inputs are unchanged and skip rescoring.
Scores above 90 are possible but uncommon because the score accounts for every gap, including preferred qualifications that most candidates won't meet. A realistic ceiling for a well-matched application with a tailored resume is 82-88. Anything above 85 is a strong signal.
The score predicts structural match, which correlates with interview probability more than offer probability. What happens after the screen depends on factors the score doesn't see: how you interview, chemistry with the team, competing candidates, and internal dynamics. Use it as a pre-application filter, not a hiring predictor.
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A score without a breakdown is just a number.
The Why Not 100 analysis shows every deduction and what's driving it. Use it to decide whether to apply, and what to address when you do.
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