Job search, without the folklore
50 pieces on CVs, applicant tracking systems, remote work and how hiring actually behaves. Where we quote a number, it comes from our own crawl of live job postings, not from somebody's blog post about a survey.
CVs and ATS
What an ATS actually does with your CV
Applicant tracking systems are search engines, not judges. Knowing which one changes what you put on the page.
How to add keywords to your CV without lying
The gap between under claiming and overclaiming is wider than most people think, and most of the honest gains sit in the middle.
What an ATS score is worth, and what it is not
Coverage percentages are a useful diagnostic and a terrible target. Here is how to read one.
The two column CV problem
Designed CV templates look sharp and parse badly. Here is what actually happens to them.
The numbers recruiters look for on a CV
Most CVs describe responsibilities. The ones that get calls describe size, speed and money.
How long should a CV be, really
The one page rule is advice for graduates that escaped into the wild.
Tailoring a CV in ten minutes, not an afternoon
Tailoring works. Rewriting from scratch every time is why people stop doing it.
How to structure a skills section that works twice
A skills block has two readers with opposite needs. You can satisfy both.
PDF or Word: which format to send
A small question with a real answer, and one situation where it genuinely matters.
How to handle a gap on your CV
Gaps are common and rarely fatal. Hiding them is what causes the problem.
When your LinkedIn and your CV disagree
Recruiters check both. Mismatches cost more than either document individually.
Remote work
The remote jobs that do not exist
We scanned 22,182 live postings across thirteen sources. Here is how much of the remote market is real, by field.
Remote usually means remote in one country
The single most expensive misreading in an international job search.
Employer of record, explained for candidates
The mechanism behind most genuine cross border remote jobs, and what it means for you.
Timezone overlap decides more remote applications than skill
Companies rarely say it in the posting. They enforce it in the screening call.
Why remote architecture jobs barely exist
Four out of 1110 postings. The reasons are structural, and there is still a way in.
Reading the signals in a remote job posting
Postings leak information about what a company is actually like. Here is how to read them.
What to say when a remote employer asks your salary expectation
The question is asked early, and the wrong answer closes the range before it opens.
Contractor or employee for a remote role
The same job, two structures, and a set of trade offs nobody explains up front.
What async actually means in a remote team
A word used loosely in postings and precisely by the teams that do it well.
How to prove you can work remotely when you never have
The chicken and egg problem, and the three things that break it.
Where remote jobs are actually posted
The large boards are not where most of the supply is, and we can show why.
Remote first, remote friendly, and hybrid
Three labels with real differences, and how to tell which one you are being sold.
Search strategy
Sending more applications is usually not the answer
The most common job search problem is not volume. It is that finished applications never get sent.
What your reply rate is telling you
Response rates are the only feedback most job searches ever get. Read them properly.
Ten good applications beat a hundred fast ones
Why the spray and pray approach underperforms, with the arithmetic.
Run your job search like a system, not a mood
The difference between a search that finishes and one that drags is almost always structure.
Applying when you do not meet every requirement
Requirement lists are wish lists. Here is where the real line sits.
How to work with recruiters without wasting the relationship
Agency recruiters are an underused channel and an easy one to burn.
Getting referrals without being a networker
Referrals convert far better than applications. You do not have to be extroverted to get one.
The portfolio piece nobody else has
One built thing outperforms a page of certifications, in almost every field.
How to research a salary before anyone asks
Three sources that are actually useful, and one that is not.
Changing field in the middle of a career
The bridge matters more than the destination, and most people build it backwards.
How to decide what to learn next
Let the job market tell you, rather than guessing from a course catalogue.
Searching while you still have a job
Harder to find time, much easier to negotiate. Here is how to protect both.
What a rejection actually tells you
Usually much less than it feels like, and occasionally something worth acting on.
How AgentFlow AI finds jobs, and what it will not do
The sources, the method, and the deliberate limits. Written so you can judge the results.
By field
What the AI engineer job market actually asks for
Eleven postings, counted. The gap is rarely the AI part.
BIM coordinator pays more, and goes remote more often
A career observation from our own index, for architects deciding what to learn.
Procurement roles and the remote wall
Six remote roles out of 986, and the pivot that actually opens the market.
Where the software engineering jobs actually are
More than half our index is one field. That has consequences for how you search.
Applying and interviews
Is a cover letter still worth writing
Usually no, occasionally yes, and the exceptions are predictable.
The first fifteen minutes decide most interviews
Two questions, asked almost every time, that most candidates have not prepared.
Naming your weakest area before they find it
Counterintuitive, consistently effective, and easy to get slightly wrong.
Questions worth asking at the end of an interview
Most candidate questions are filler. These produce information you can act on.
How to handle a take home test
When to do it, how long to spend, and what is actually being assessed.
Getting references right
A late stage formality that occasionally decides things, and a courtesy people skip.
Negotiating an offer without risking it
Offers are rarely withdrawn for negotiating. They are frequently under accepted.
What to do in the first ninety days of a new job
The job search does not end at the offer. The first quarter sets the next two years.
Applying for a job in another country
Eligibility, expectations and the details that vary more than people expect.
Find roles that actually fit
Upload your CV and AgentFlow AI reads your field, level and skills from it, then matches you against thousands of live postings. The file is parsed in your browser and never uploaded.
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