How to read a job posting before you apply

Requirements are a wish list

Most postings are assembled, not written. A hiring manager lists what the ideal person would have, HR adds the standard paragraphs, an old version gets pasted in, and nobody edits it back down. The person who gets hired almost never has everything on the list.

The split that matters is not “required” versus “preferred.” It is checkable versus judged. If someone outside the company could verify it — a licensing board, an immigration form, a scale, a clock — treat it as real. If only the interviewer’s opinion can assess it, treat it as negotiable.

Real, in almost every case:

• A license or certification the job legally cannot be done without: RN or LPN licensure, a CDL with the right endorsements, a journeyman electrician license, CPA, a state teaching certificate, a clearance.
• Work authorization, where sponsorship is ruled out.
• Specific physical requirements: lifting weights, standing a full shift, climbing, respirator fit testing.
• Shift availability, weekend and holiday coverage, on-call participation.
• Location, when stated as a condition rather than a preference.

Negotiable, in almost every case:

• Years of experience. A proxy for judgment, and a crude one.
• Long lists of software and tools, and anything phrased as “preferred,” “a plus,” “ideally,” or “familiarity with.”
• Industry background, unless the industry is regulated.
• A degree, unless the law requires one. If the line says “or equivalent experience,” it is decoration.

Reading seniority from the wording

Analyst, Specialist, Coordinator, Associate and Manager mean different things at different employers. A Specialist at a 40-person company can outrank a Manager at a 4,000-person one. Ignore the title on the first pass and read the verbs instead.

Junior wording: support, assist, under the direction of, escalate to, as assigned, training provided. Tasks are listed one at a time.

Mid wording: own, manage the process for, serve as the point of contact for, coordinate with. A named area is yours, and nobody reports to you.

Senior wording: define, set the standard for, mentor, review the work of, partner with leadership. Any mention of hiring, budget or headcount moves the role up a level whatever the title says.

The reporting line is the most reliable sentence in a posting. Reporting to a shift lead is a different job from reporting to a director, even with identical duties. If the posting does not say, that is your first question on the screening call. Count the departments too: a role that touches three teams is harder than its title implies, and often harder than its pay does.

What the pay band signals

Ranges appear far more often than they used to, because several US states and cities now require pay disclosure in postings — Colorado, California, Washington, New York and Illinois among them, plus city rules in places such as New York City and Cincinnati. Coverage differs by state, by employer size and by where the role can be performed, so a posting without a range is not automatically breaking a law.

Pay transparency rules are set by individual state and city law and change regularly. Check your own state labor department for the current rule.

• A band usually covers a whole level, and a first offer more often lands in the lower half. The top is for someone who exceeds the posting. Use the midpoint as your working target.
• A very wide band means the level is not settled. If it reads $52,000 to $98,000, they will decide after they see who applies. Do not name a number in the first call — ask which level the role landed at.
• A narrow band or a single number means a rigid structure. Public sector, unionized shops and formal grade systems often genuinely cannot move base pay. Move to shift differential, start date, PTO or an agreed review date.
• For hourly roles, find out what the rate excludes. Differential, overtime, weekend premium and per diem change the real figure more than a dollar of base.

The unpopular part: the bottom of the range is a real number that somebody gets offered. If it is below what you can accept, the posting is a mismatch even though the top looks good. When an offer does arrive, the wording is what moves it — there is a full set in the salary negotiation scripts guide.

The lines everyone skips

People read the duties carefully and skim the paragraph that decides what their life looks like.

Shift pattern. “Rotating shifts,” “four on, four off,” “12-hour nights,” “open availability required.” Open availability is the phrase that quietly ends a childcare arrangement. Ask how far ahead the schedule is posted.

On-call. “Participates in the on-call rotation” is an unpriced term of employment hidden in one clause. One week in eight with two calls a month is a different job from one week in three with nightly alerts. Ask how many people are in the rotation, whether it is paid, what the response window is, and how often it fired last month. If nobody can answer, that is the answer.

Travel. “Up to 25% travel” averages a week a month, and it is rarely spread evenly. Ask what the last three months looked like, not what the target is.

Physical requirements. Lifting, standing, kneeling, climbing, driving, outdoor work, respirator fit tests. They are written down because they are enforced.

The employment relationship. W-2 or 1099, employee or contract-to-hire, direct or through an agency, and how long the contract runs. A generous-looking rate can be worse than a lower salary once you pay both halves of payroll tax and buy your own cover.

Phrases that should slow you down

None of these means the job is bad. Each has an honest meaning and a bad one, separated only by a question that is hard to answer vaguely. Ask on the screening call. The quality of the answer tells you more than the answer does.

Pulling out the terms that matter

Once a job is worth an hour, reading turns into extraction. Pull six things and nothing else:

1. The exact title, as written, for follow-up and for your tracker.
2. Five to eight nouns that name the work: systems, populations, processes, equipment, regulations. “Prior authorizations,” “three-phase,” “cycle counting,” “preventive maintenance,” “Epic.” Never “dynamic” or “detail-oriented.”
3. Any repeated term. If a word appears in the summary, the responsibilities and the requirements, that is the job.
4. The checkable requirements, verbatim.
5. The reporting line and team size.
6. Any start date, shift pattern or closing date.

Then mirror the language. This is not keyword stuffing and not about beating software — an applicant tracking system is mostly a searchable database, as the guide to what an ATS actually does explains. It is about a person reading your resume beside the posting and seeing the match without translating. Only mirror a term for work you have genuinely done.

Whether to apply at all

Read the responsibilities first and the requirements second. Responsibilities describe what the job is. Requirements describe what someone guessed it needs. When the two disagree, believe the responsibilities.

Apply when all three of these are true:

• You meet every checkable requirement, or can before the start date.
• You could do the work in the responsibilities section by your second week.
• You can name evidence for the top three responsibilities — not a claim, an example with a place and a result.

That is the honest version of the 60% rule. Meeting 60% of a long bullet list is normal and is not a reason to skip a posting. But be specific about the missing 40%. Not having used a reporting tool is a gap you close in a week. Never having supervised anyone, for a job whose whole purpose is supervising people, is not.

Do not bother when:

• You fail a checkable requirement and cannot fix it before the start date. Nobody waives a license.
• The shift, commute or travel does not work and you know it will not change. Withdrawing late costs you goodwill, and industries are smaller worlds than they look.
• The bottom of the band is below the number you can accept.
• You are about to apply to a fourth role at the same company this month. Pick the best match and apply properly.

The unpopular true thing: applying to many jobs badly is worse than applying to few carefully. Mass applying feels productive because sending is measurable and matching is not. The number worth watching is replies per ten applications, and when it is low the fix is almost never volume. The job application tracker keeps that count in your browser. One timing note, with no number attached: many teams start screening as soon as they have a workable pile, so applying early beats applying late.

Spotting a scam posting

Fake postings are common, well written, and aimed at people who are tired and applying in volume. The tells are structural. A legitimate employer never does any of this:

• Asks you to pay for training, equipment, software, a background check, or a starter kit.
• Asks for your bank and routing number, Social Security number, or a photo of your driver’s license before you have accepted a written offer.
• Sends you a check to buy your own equipment. It appears to clear, you wire the difference, and days later it is reversed. The money is yours to repay.
• Runs the whole process inside Telegram, WhatsApp or Signal with no phone call and no video, then hires you within an hour.
• Uses a free email domain throughout while claiming to be a company with its own website.

Weaker signals, worth stacking up: no company name; a website that appeared at about the same time as the posting; pay far above the described duties; a duty list so vague it could describe anything; an unsolicited recruiter asking for personal details in the first message.

A ten-minute reading routine

Same order every time, and far cheaper than the hour you would spend on a job you were never going to take.

1. Responsibilities only. Could you do this, and can you show you have done something like it?
2. Requirements. Mark the checkable ones and confirm each. Ignore the rest.
3. Schedule, location, travel, on-call, physical. Could you live with them for two years?
4. Pay. Write the number you would accept beside the number they posted.
5. Pull five to eight terms and check them against your resume.
6. Decide. If you are applying, rewrite the top third of the resume, then write the letter.
7. Log it: date, source, posted range, and the name of anyone you spoke to.

Steps five and six are what turn a stack of applications into replies, which is why this is worth doing on fewer postings rather than more.