In short
Of 8,470 agentic AI listings tracked since May 2026, 6,704 are already closed, leaving 1,766 live. July alone saw 2,988 listings expire. A stable-looking job board conceals heavy churn, which changes how quickly candidates should apply.
If you check an agentic AI job board weekly, you will conclude the market is flat. Ours sits at 1,766 live roles and has hovered in that band for months. That stability is real, and it is also extremely misleading.
Since we began tracking expirations in May 2026, 8,470 distinct agentic AI listings have passed through the index. 6,704 of them are already gone. That is 79.1% closed. The steady headline number is not a calm market. It is a fast-draining bucket with a fast-running tap.
The churn by month
Expirations concentrated sharply as tracking matured:
- May 2026: 447 listings closed
- June 2026: 2,140 closed
- July 2026: 2,988 closed
- August 2026 (first nine days): 1,129 closed
July is the number worth sitting with. In a single month, more listings closed than are live on the entire board today, while total live inventory barely moved. Roughly the same number of roles opened to replace them.
What this changes for a job seeker
The practical implication is unglamorous but genuinely actionable: a listing you find interesting is perishable, and the shelf life is shorter than most people assume.
The common job-search pattern is to bookmark promising roles, batch them, and apply on a weekend when you have time to tailor each application properly. Against this churn rate, batching is expensive. A meaningful share of what you saved will be closed by the time you get to it, and you will have spent your effort on the survivors rather than on the best matches.
The better pattern is to apply to genuinely strong matches the same day you find them, and reserve batching for the marginal ones. This inverts the usual advice, which assumes the constraint is your time. Here the binding constraint is the listing's lifespan.
Why listings vanish, and why some come back
It is worth being precise, because the number invites over-reading. A listing is marked expired when it stops appearing at its source. That covers several very different outcomes:
- The role was filled
- The requisition was cancelled or frozen
- The posting was refreshed and reappeared under a new identifier
- The company restructured its board and the URL changed
Only the first is a genuine hire. So the 79.1% figure should be read as postings that stopped being reachable, not as roles that were successfully filled.
We can now show the reposting effect directly. Comparing two snapshots six days apart, the recorded June expiry count fell from 2,168 to 2,140 and July fell from 3,094 to 2,988. Expiry counts for months that have already ended should only ever hold steady. They fell because listings previously marked closed came back, and were removed from the expired set when they did. Roughly 130 roles reappeared in under a week.
That is a useful thing for a candidate to know. A closed listing at a company you want is not always final, and a board that looks static is doing far more underneath than its headline count admits.
Method and limits
Listings are aggregated daily from company career pages and job platforms, deduplicated, and marked expired when they stop appearing at source. The window runs from May 2026, when expiry tracking began, to 9 August 2026. This is a tracked sample of the agentic AI market rather than a census, and it skews toward companies whose boards are machine-readable.
The direction of the finding is robust to those caveats. Whatever share of the churn is reposting artifact, the gap between a flat headline count and thousands of monthly closures is far too large to be explained by measurement alone.
Frequently asked
How many agentic AI job listings have been tracked?
8,470 in total since tracking began in May 2026. Of those, 6,704 have expired and 1,766 remain live, meaning 79.1% of everything indexed is already closed.
How fast do agentic AI job listings disappear?
Faster than the stable headline count suggests. In July 2026 alone, 2,988 tracked listings expired, while total live inventory stayed in the 1,700 to 1,800 range across the same period.
What does this mean for job seekers?
Treat an interesting listing as perishable. Because the board's total size barely moves while thousands of individual roles close underneath it, a saved posting you return to in a fortnight has a meaningful chance of no longer existing.
Does a closed listing mean the role was filled?
Not necessarily. A listing disappears when it stops appearing at its source, which can mean filled, cancelled, reposted under a new identifier, or pulled during a budget freeze. Some listings even come back, so closure tracks the posting rather than the outcome.
How is this data collected?
Listings are aggregated daily from company boards and job platforms. A role is marked expired when it stops appearing at source. Counts reflect tracked listings from May 2026 onward and are not a census of the entire market.