Should I apply to this job? A six-dimension answer.

It’s 9:40 on a weeknight and a posting is open in a tab. It looks decent — good title, company you half-recognize, requirements that mostly sound like you. The portal will take forty minutes. Tailoring the CV honestly will take two hours. So the real question was never “could I get this job?” The real question is: is this posting worth tonight?

That question has a method. A job fit score is a 1–10 measure of how well a specific posting matches your actual experience across six weighted dimensions. The method I use is the Six-Dimension Fit Score, and rather than describe it in the abstract, I’m going to walk one posting all the way through it — every dimension, every weight, a running total you can follow, and a verdict at the end with something concrete to do about it.

One thing before we start: the posting and the candidate below are invented for this essay — a realistic composite, not a real company or person. Say you’re a marketing manager with seven years of experience: strong in lifecycle and email, genuinely good with marketing analytics, you’ve led a team of two, and paid acquisition is your thin spot — you’ve run campaigns, but never at scale. The posting is for a Senior Growth Marketing Manager at “Harborline,” a two-hundred-person B2B software company: hybrid, three days a week in your city, salary listed at $95–115k (illustrative numbers), asking for lifecycle marketing, paid acquisition at scale, strong analytics, and management of a team of four.

Here’s the walk. Each dimension is scored 1–10, then weighted.

1 · Skills Match — 30%

The heaviest weight, because nothing else rescues an application when this is wrong. Read only the must-haves: lifecycle — you, squarely. Analytics — yes, defensibly. Paid acquisition at scale — this is the honest gap; you’ve run campaigns, not big ones. Team of four — you’ve led two, which is adjacent, not equal. Score the role in front of you, not the company logo: strong on two requirements, partial on two. That’s a 7 — good, with a nameable gap.

7 × 0.30 = 2.10 · running total 2.10

2 · Location & Work Eligibility — 25%

The second-heaviest weight, and people are always surprised by that until they think about it: eligibility is a hard gate wearing a soft name. A visa barrier with no sponsorship path, an office you can’t actually commute to three days a week — either one quietly zeroes everything else on this list, no matter how brilliant the skills match is. Here, the office is in your city and you have every right to work where you already work. No barrier at all: 9.

9 × 0.25 = 2.25 · running total 4.35

3 · Company Prestige — 8%

Harborline is a solid company and not a household name, which lands it at a 5. Notice the weight: prestige counts least of all six, and that’s deliberate. A famous name is mostly a preference of yours, not a signal that the role fits you — and the postings everyone recognizes are the postings everyone applies to: the deepest piles, the worst odds. Let the brand be a tiebreaker, never a reason.

5 × 0.08 = 0.40 · running total 4.75

4 · Seniority Match — 15%

Senior manager, and you’re a manager with real evidence for the step up: you’ve led people, you’ve owned a channel end to end. One step, supported by the CV — that’s an 8. The thing to hold onto here is that this dimension cuts both directions. A role below your level scores low because you’d be gone in a year. And a role two levels up scores low because over-reach is the faster rejection of the two — screeners are specifically looking for it. One supported step is the sweet spot, and this is one.

8 × 0.15 = 1.20 · running total 5.95

5 · Compensation — 10%

The range is listed, which already puts this posting ahead of most. The top end is a modest bump over what you make now, though under the number you were privately hoping for. Workable, not exciting: 6. One rule worth stealing even if you ignore everything else: when a posting lists nothing, score compensation a neutral 5 and move on. Don’t punish the role for silence, and don’t fill the silence with a daydream.

6 × 0.10 = 0.60 · running total 6.55

6 · Growth Potential — 12%

Would this role move your career, or repeat it? Here the posting earns its keep: paid acquisition at scale is precisely the muscle you’re missing, and a four-person team is your first real management scope. The gap that cost points under Skills is the same thing that scores points here — the role would close it. That’s an 8, and it’s the most encouraging 8 on the sheet.

8 × 0.12 = 0.96 · running total 7.51

The verdict

Overall 7.5 · Moderate Fit

The weighted total is 7.51, which rounds to 7.5 — a Moderate Fit, half a point shy of Strong. The bands are: Strong Fit at 8 and above, Moderate Fit at 6 and above, Stretch at 4 and above, and below that, Skip. And each band is an instruction, not just a grade:

Strong Fit — tailor tonight. This is the posting the whole method exists to find. Give it the full treatment while it’s fresh, because postings close.

Moderate Fit — tailor if your pipeline is thin. Worth an evening when you don’t have Strong Fits queued ahead of it. And the score has already written your opening for you: address the gap head-on instead of hoping nobody notices it.

Stretch — apply only with an angle. A referral, a portfolio piece aimed squarely at the role, something that changes the math. Without one, a stretch application is mostly a donation to the void.

Skip — your evening back. Not a failure. The cheapest good decision in the entire search, and the one the treadmill never lets you make.

What the number is actually for

A 7.5 is not a grade on you; it’s a diagnosis of the match, and the dimensions tell you which levers are yours to pull. Paid acquisition is doing double duty in this example — it’s the reason Skills sat at 7 and the reason Growth hit 8. One campaign you can speak to with real numbers would move Skills from 7 to 8, which adds 0.30 and takes the posting to 7.8, knocking on Strong. Prestige, meanwhile, is stuck at 5 and worth 0.40 total — which is the score’s polite way of saying: stop optimizing for it.

Every worthwhile role also carries a watchpoint — the one specific risk an honest scorer names instead of flattering you. Here it’s the team of four against your team of two. Naming it doesn’t weaken the application; it writes the interview prep for you.

So: 9:40 on a weeknight, and now you actually know something. If you have two Strong Fits queued, Harborline waits — that’s not a loss, that’s sequencing. If the pipeline is dry, this is a good use of tonight, with a letter that opens toward the gap instead of around it. Either way, the decision took ten minutes instead of costing you two speculative hours, and that trade — judgment before effort — is the entire point.

I built ScoredWell to run exactly this arithmetic against your real résumé: paste a posting, get the six scores, the weighted verdict, and the watchpoint in seconds instead of a notebook page. But the method survives without the product, and I’d rather you have it than not: six dimensions, honest 1-to-10s, weights, a verdict — tonight, by hand, before the treadmill gets you.