the apply-first problem
standard move: interesting title. skim. send resume. repeat. the evaluation happens after the fact. you invest time tailoring a resume. writing a cover letter. entering data into their ats portal. then get rejected for something that was obvious in the job description all along.
a quick evaluation before applying takes 10 minutes. it can save you from wasting 3+ hours on applications that were never going to work.
the 5-point pre-application evaluation
1. hard requirements check
every job posting has actual requirements. not preferences. not nice-to-haves. genuine blockers. degree with no exception language. required certifications. specific years of experience with no flex.
read for these first. if you don't meet a hard requirement the application is almost certainly a waste. move on.
2. experience overlap assessment
look at the responsibilities. how much of this have you actually done? not adjacent work. not transferable skills at a stretch. actual direct overlap.
rough rule: if you can't point to direct experience with 60-70% of core responsibilities you're likely not competitive. that doesn't mean don't apply. it means know it's a reach and calibrate.
3. level alignment check
titles are inconsistent. "senior manager" at one company is individual contributor at another. look past the title at scope: direct reports? budget scope? who does this report to? what outcomes are they accountable for?
if scope is significantly above or below your level it's not a fit. regardless of title.
4. company context (10 minutes)
before applying spend 10 minutes: what stage are they at? growing or contracting? what do employees say? why is this role open? new headcount or backfill?
you're not doing deep research. you're checking for obvious red flags before investing more time.
5. compensation alignment
many postings list salary ranges. many don't. if they don't check levels.fyi glassdoor linkedin salary insights.
if likely compensation is materially below your floor apply only if you have strong reasons to believe the posting is wrong or negotiable. don't waste a thread on a role that can't close.
what to do with this information
classify every role into one of three buckets:
- apply now: strong fit across most dimensions. no hard blockers.
- apply as a reach: real gaps but strong relevant experience. apply with calibrated expectations.
- pass: hard blockers or fit too weak to justify the time.
most candidates have no pass bucket. everything looks interesting when you're not honest about fit. build the pass habit. your pipeline will be smaller but every thread will actually have a chance.
the payoff
a rigorous pre-application evaluation does two things. eliminates wasted effort on applications that were never going to work. makes every application you do send stronger because you've already confirmed you're qualified.
less volume. better fit. higher conversion. that's the only job search math that works.