How old is too old to apply for a job? A third of live tech jobs went up over 90 days ago

How old is too old to apply for a job in tech? Past 90 days, the odds turn against you. Half of all tech listings come down within 50 days of posting, and only one in four is still up at day 90. A listing older than that has outlasted three of every four jobs posted alongside it, so it is worth applying to only when you have a reason to believe the search is still live.

Those listings are not rare. Of the 27,484 tech jobs live in the Hotfix index on November 2, 2026, 36.5 percent were posted more than 90 days ago. Almost one in five (18.5 percent) went up more than six months ago, and 1,906 listings, 6.9 percent of the board, have been up for more than a year. The median live listing is 60 days old.

The board a job seeker scrolls through is older than the jobs on it usually live. Treating every listing as equally open means spending about a third of your applications on searches that have already outrun the normal hiring window.

How old the tech job board really is

The board skews old because short searches leave and long ones stay. A job that fills in three weeks spends three weeks on the board. A job that never fills can sit there for a year, and every one of those adds to the pile of listings a seeker has to sort through.

That is 10,026 live listings past 90 days and 5,086 past 180.

Other datasets read the same market as younger. Clarify Capital's scrape of 176,268 Indeed listings in February 2026 found that 4 percent had been active for four months or longer. In our data, 27.6 percent of live tech listings are past four months. Part of the gap is scope: Clarify covered 49 industries, and we cover tech only. Most of it is whose date you read. A job board dates a listing from when it was published there, and a repost gives it a fresh date. We read the date the company's own applicant tracking system records, which is much harder to refresh.

How long a tech job listing normally stays up

To know whether a listing is old, you need to know how long listings usually last. We followed 7,484 tech jobs posted in March and April 2026 from the day they went up.

At day 30, seven in ten listings were still up. A month old listing is normal, and advice to skip anything past 30 days throws away most of the live market. By day 60 the majority were gone, and by day 90 only one in four remained. At day 180, fewer than one in eleven were still up. Six to eight months after posting, 484 of those 7,484 jobs are still on the board.

Big companies leave the most old listings, small companies the highest share

Old listings cluster. Of the 996 companies with live tech jobs in our index, 703 have at least one listing older than 180 days, and one tenth of those 703 companies hold half of all such listings: 2,552 of 5,086. The top of that list is mostly AI and data companies with more than 1,000 employees and boards of several hundred roles. The largest single holder has 248 listings past six months among 731 live jobs.

By share, the picture flips. A third of the live listings at companies under 50 people were posted more than six months ago, more than double the share at companies over 1,000.

The jobs we followed from posting show the same split. Among listings posted between March and June, 35.4 percent at companies under 50 people were still up 120 days later, against 16.4 percent at companies over 1,000.

The two patterns call for different reads. At a large company with hundreds of openings, a listing past six months is usually one of many, often a role kept open year round to collect applicants. At a small company, an old listing is more often a real search moving slowly, because one founder or one hiring manager is doing all the interviewing. The data cannot tell those apart for any single listing. A direct question to the company can.

Onsite listings run older than remote ones

Work arrangement matters too. Of live onsite listings, 21.9 percent were posted more than 180 days ago, against 18.3 percent of hybrid listings and 14.2 percent of remote ones.

Remote roles draw the largest applicant pools, so they tend to fill, or get pulled, faster. For seekers, that cuts both ways. An old remote software engineer listing is a stronger warning sign than an old onsite one, because remote searches that are working rarely last that long.

How old is too old to apply: when an old listing is still worth it

Old is not the same as fake. Staff and specialist searches can take months. Some companies keep a role open year round on purpose. A listing can also stay up after the hiring decision is already moving, because the posting is pushed from the company's careers site out to job boards and taken down on a separate schedule, as Oregon State's career services team describes. Age is a probability, not a verdict.

Here is how we would use it:

• Under 30 days: apply normally. Seven in ten listings this age are still up, and the search is young.
• 30 to 90 days: still inside the normal life of a listing. Apply when you fit the role well.
• Past 90 days: confirm first. Check that the role still appears on the company's own careers page, look for a recruiter or hiring manager to ask directly, and check whether the listing has been reposted with a fresh date.
• Past 180 days: treat it as a standing advertisement unless someone at the company tells you otherwise.

What we measured

The snapshot covers every live tech listing in the Hotfix index on November 2, 2026, ingested directly from the applicant tracking systems companies use: Greenhouse, Ashby, Lever, Rippling, Gem, and Workable. A listing's age is the number of days since the posting date the ATS reports. For Greenhouse that is the first published date, for Ashby the published date, for Lever and Rippling the date the posting was created, and for Workable the published date. Gem reports only a last updated date, which covers 389 listings. Lever's creation date can come before the job is published, so Lever ages can run high.

For the lifecycle numbers, the cohort is the 7,484 tech jobs posted between March 1 and April 30, 2026 that our crawler first saw within three days of posting. Jobs we found later are excluded, because a job we discovered weeks after posting was, by definition, one that lasted. A job counts as removed when a later crawl no longer finds it in the company's ATS. Removals for other reasons, such as duplicate listings we merged or roles we reclassified as outside tech, are excluded. The company size comparison uses the same rules for jobs posted between March 1 and June 30.

This analysis does not tell a filled role that was never taken down apart from a role that was never going to fill. For a job seeker the two cost the same. Reposting also resets the date inside some applicant tracking systems, so the ages here are a floor. Our ghost job report for Q2 2026 follows jobs from the day they were posted; this post measures what is on the board today.