The quiet clues show up in what people stop saying…and in how they reshape their work history into a story built for their next employer.
We compared 402 people who changed jobs against 538 people who didn’t, using profile snapshots captured before any move was announced. Of six factors commonly assumed to predict a switch, three carried independent information — led by the subtlest: whether the headline still names the current employer. The other three did not survive joint testing.
We took 940 professional profiles and split them into two groups: movers (402 people who went on to change jobs) and a comparison set of 538 stayers who didn’t. Using profile snapshots captured across spring 2026, we could observe each profile as it stood before any move was announced.
Six factors entered the analysis — those most commonly assumed to predict a job switch:
Each factor was tested two ways: alone — does it look predictive by itself? — and together — does it still matter once the other five are accounted for? Most of the received wisdom did not survive the second test.
Old experience is supposed to stay still. Yet in the follow-up, people sometimes went back years…adding quantified wins, changing present tense to past tense, or recasting several roles in one consistent editorial voice.
Six factors were tested. Three carried independent information; three did not. Here are the full results in plain English — “signal” means a factor carried information at the group level in this study, never proof that an individual is leaving.
The most useful clue was subtle: people who later moved were much less likely to define themselves through their current employer in the headline.
Caveat: the effect is concentrated in senior roles.
The clearest explicit signal: someone has publicly raised their hand. It mattered a lot when present, but almost nobody in the sample used it.
Caveat: only 15 people in the sample used it — the direction is credible, the exact size isn’t.
Past switching behavior carried real information: the more short stints in someone’s history, the more likely they were to move again.
Caveat: this is career shape, not evidence of current intent.
Phrases like “seeking,” “available,” or “open to opportunities” look useful at first. Most of that information disappears once we know whether the headline still names the current employer.
Caveat: seeker language and employer omission mostly travel together in this data.
A board seat, advisory role, or second ongoing job can look like an exit ramp. In this senior-heavy sample it was actually more common among the stayers.
Caveat: in a senior-heavy sample, a second role is usually a board seat or advisory gig, not an exit ramp.
Short current tenure sounds intuitive, but when the data was captured — and who’s in the sample — explains too much of the apparent gap.
Caveat: never treat current tenure alone as an exit claim.
If you remember only three things:
The most stable clue in the study: people start describing themselves in language that travels beyond the current company.
Open-to-work is clear, but waiting for it means missing almost everyone. Subtler positioning changes were far more common in this sample.
A repeated pattern of short stints carried information. Current tenure, a second role, or generic seeker language did not earn the same standalone claim.
One profile tells you little. Hundreds, tracked over time across a market, show you where talent is about to move — that’s what Inkling does. See who’s quietly repositioning at the companies you care about, as it starts.