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Most of it is true and useless at the same time. Tailor your resume. Quantify your impact. Know your worth. Nobody disagrees, and nobody knows what to type into the document at nine on a Tuesday evening.

The Career Copilot works on the specific artefact - this posting, this resume, this conversation on Thursday. That is a different task from advice, and it is the one that actually changes an outcome.

The part people dread is the conversation. The part that decides it happened days earlier, when the number was either researched or invented.

A researched number comes with a reason attached, and a reason is what makes a number negotiable rather than a bid. Practising the sentence until it is boring removes the second failure mode - stating a good number and then apologising for it in the same breath.

Less than the folklore suggests and enough to matter. They parse a resume into fields and rank against the posting; a badly structured document parses badly regardless of what it says.

Which means the practical advice is dull: use standard section headings, avoid tables and columns for anything load-bearing, and use the vocabulary the posting uses. Not keyword stuffing - matching the language of the role you are applying for, which is what you would do anyway if you were writing carefully.

The folklore says a robot rejects you. The reality is duller and more actionable.

An applicant tracking system parses your document into structured fields - experience, dates, titles, skills - and stores it. Recruiters then search and filter that structured data. Nothing automatically rejects most applicants; what happens is that a badly parsed resume never surfaces in the search, which produces the same outcome by a different route.

That reframes the practical advice. Standard section headings parse reliably. Multi-column layouts and text inside tables or images frequently do not. A PDF exported from a design tool can lose its text layer entirely, at which point the document is a picture as far as the system is concerned.

Then a human spends somewhere between six and thirty seconds on it. That person is scanning for a match to the role, which means the top third of the first page does almost all the work. A summary that could describe anyone wastes the most valuable space on the document.

The vocabulary point is real and frequently overstated. Using the same words as the posting matters because those are the words being searched for. Stuffing keywords into a skills block does not help and reads badly to the human who sees it next.

Compensation conversations have a structure, and most of the anxiety comes from not knowing it.

The first move is usually a request for your expectations. Several states now prohibit asking for salary history, which is worth knowing because it changes what you are obliged to answer. A range, framed around the role and the market rather than around what you currently earn, is a complete answer.

The second is the offer, which is rarely the top of what is available. Companies expect negotiation and budget for it; the frequently cited finding is that most people never ask at all, and the ones who do usually get something.

The third is the part people forget. Base salary is one component. Signing bonus, equity, vesting schedule, review timing, title, remote arrangements and start date are all negotiable, and several are easier for a company to move on than base. If base is genuinely capped, the conversation is not over.

Two things reliably go wrong. Naming a number and then softening it in the same breath - adding but I am flexible before anyone has responded - concedes the negotiation before it starts. And treating the recruiter as an opponent, when their actual incentive is usually to close the hire.

Practise the sentence until it is boring. Then say it and stop talking, which is harder than it sounds and is most of the technique.

Resignations are emotional and produce documents that outlive the emotion, which is a bad combination.

The notice period is usually a professional convention rather than a legal obligation in at-will states, though a contract may say otherwise and it is worth checking rather than assuming. Two weeks is the norm; more is generous and occasionally counterproductive if the relationship is already strained.

A counter-offer, if it comes, deserves the arithmetic rather than the relief. The salary problem is solved instantly; the reason you were looking usually is not. A meaningful proportion of people who accept one leave within a year anyway, which suggests the underlying issue tends to reassert itself.

Severance agreements are where this stops being self-service. They typically include a release of claims, sometimes a non-disparagement clause, and occasionally restrictions that reach further than people notice while reading a document with a signing deadline attached. Federal law gives workers over 40 a specific consideration period on certain releases, which exists precisely because these are signed under pressure.

Have an employment attorney read it. An hour of their time against a document that permanently gives up your right to bring a claim is not a close call, and many will review a severance agreement on a flat fee.

Promotions are decided by a process most people never see, and assuming that good work is the input is the most common reason capable people stall.

In most organisations a promotion is argued for by a manager in a calibration discussion with peers who do not work with you. What reaches that room is not your work; it is a written case containing evidence that other managers find persuasive. If that case is thin, the decision is made on a thin case regardless of what actually happened during the year.

That reframes the task. The useful question is not whether you are performing well but whether your manager has what they need to argue for you - specific projects, specific outcomes, specific evidence of operating at the next level rather than excelling at the current one.

The last distinction is the one that catches people. Promotion criteria usually describe scope rather than quality, so doing your current job exceptionally is evidence for a strong review and not necessarily for a level change. Demonstrating the next level before holding it is the actual bar, and it is worth reading the criteria rather than inferring them.

Timing matters too. Cases are assembled to a cycle, and raising the ambition a month before the deadline is too late to accumulate evidence. The conversation to have is at the start of the cycle: what would need to be true, and what should I take on to make it so.

Then write your own accomplishments down as they happen. Your manager is reconstructing a year from memory too.