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How Long Do Remote PM Job Postings Stay Open?

Posting lifecycles for 2,011 remote product manager roles, tracked nightly from the day they went up to the day they came down

By Becky Schmidt ยท Last updated

A remote product manager job posting stays up for a median of 50 days. About 8% come down within the first week and 31% within the first month, while a quarter are still live three months after they were posted. So a two-week-old PM posting is almost never too late to apply to. But the earliest applicants get read first, and some employers pull listings fast, so the first week is still the best time to apply.

I can measure this because this site checks every tracked company's applicant-tracking system every night and records the day each remote PM role appeared and the day it disappeared. Most "how long do jobs stay open" advice is built on recruiter time-to-fill estimates. This is built on what the postings themselves did.

The short version

  • The median remote PM posting stays open 50 days, across 2,011 postings from 731 companies.
  • Only 8% close within 7 days and 16% within 14. 25% are still up at 90 days.
  • Seniority stretches it: 43 days for associate and mid-level roles, 50 for senior, 59 for staff and principal.
  • Pay stretches it more. Roles posting under $150k last a median 34 days. Roles posting $250k and up last 100.
  • A few large employers are the exception: Humana, CVS Health, and Allstate took a median 11 days to pull a PM posting.
  • Day of the week a role goes up makes no consistent difference, and neither does whether it posts a salary.

What this data is

Every night the pipeline pulls PM listings straight from company ATSes (Greenhouse, Ashby, Lever, Workday, and a few smaller ones). A role is "open" while it appears in that feed and "closed" on the first night it is gone and stays gone. If a role vanishes for a night because a feed failed and then comes back, it is reinstated as open and the gap is erased, so a flaky scrape does not show up here as a closure. Dates are precise to a day or two: the pipeline skips Sundays, so a role pulled on a Saturday is recorded as closing on Monday.

The population is the same one the public board shows: fully remote roles that are product management by title or by the classifier. From there I made four choices, and they matter, because the naive version of this calculation gives a much faster answer that is wrong.

I only count roles I saw from the start. Tracking began in early April 2026, and new companies get added every week. If a company joins in August with a role that went up in June, I have no idea when that role started, only that it was already old. So the sample is limited to roles first seen after April 10, 2026, whose posted date was no more than three days before I first saw them, and which did not come from a company's first-ever scrape. That leaves the postings I watched from birth.

I use the original post date, not the latest one. Some ATSes report the date a listing was last edited as its post date. A role that goes up in June and gets a small edit in August then looks like it was posted in August. I keep the first date I recorded and ignore later refreshes. This one fix alone pushed the answer out by weeks.

Open roles count. 949 of the 2,011 postings are still open today. Leaving them out would bias the sample toward roles that closed fast, because a role posted in August can only have closed if it closed quickly. So every figure below is a survival estimate (Kaplan-Meier, if you want the method name): the share of postings still up N days after posting, with open roles counted for as long as I have watched them.

I deduped and removed one serial reposter. Some employers post the same role once per country. I collapse postings with the same company, title, and post date into one. One company, Jerry, posted 15 PM titles 142 times, taking each down and putting it back up about once a week. Leaving that in makes the whole market look like it closes roles in seven days. The headline figures exclude it.

For comparison, if you just take every role that closed in the last 120 days and measure from the refreshed post date, you get "17% close within a week, and more than half within a month." Correcting the date and counting the open roles turns that into 8% and 31%.

One more caveat: a posting closing is not the same as a position being filled. A listing can come down because the company hired someone, because it has enough candidates, because the headcount got frozen, or because it is being reposted under a new title. What I can measure is the window in which you can apply, and that is the number that matters for timing.

How long the typical posting stays up

Share of remote PM postings still open, by days since posting
7 days 92%
14 days 84%
30 days 69%
45 days 55%
60 days 42%
90 days 25%
120 days 13%

The curve is gentle for the first month and steepest between days 30 and 90, which is when most postings come down. Half are gone by day 50. The tail is long: about one in eight is still up four months later. Some are hard-to-fill roles and some are evergreen listings kept open to collect resumes; the posting alone cannot tell them apart.

This lines up reasonably with recruiter estimates. KORE1, a staffing firm, puts internal time-to-fill for a PM role at about 7 to 11 weeks, and 9 to 12 weeks for a senior PM. A senior posting here stays up a median of 50 days, a bit over 7 weeks. That makes sense, because a company usually stops taking applications before the offer is signed. The posting closes at the end of the application window, and the hire lands a few weeks later.

The practical reading: when you see a remote PM role that has been up for two weeks, the odds are about 84% that it is still taking applications. That is a long way from the "apply in the first 48 hours or forget it" advice that goes around.

Senior roles stay open longer

Level Postings Closed within 14 days Closed within 30 days Still open at 90 days Median days open
Associate and mid-level 441 19% 38% 23% 43
Senior 950 17% 32% 26% 50
Director 230 14% 28% 27% 51
Staff and principal 328 10% 22% 25% 59
Head of Product and VP 49 7% 32% 35% 62

The more senior the role, the longer the window. Staff and principal postings are the slowest to close in the first month: only 22% are gone by day 30. There are fewer people who fit, and interview loops run longer. Head and VP roles look slower still, but 49 postings is a thin sample, so treat that row as a direction and not a number.

Associate and mid-level roles close fastest, and the reason is not mysterious. These postings draw the most applicants per opening, and a company that gets 800 applications in a week has no reason to keep the listing live.

Higher pay means a longer window

This was the strongest pattern in the data. I grouped postings that list a yearly USD range by the midpoint of that range (dropping implausible values under $40k or over $600k):

Posted salary midpoint Postings Closed within 30 days Still open at 90 days Median days open
Under $150k 267 46% 17% 34
$150k to $200k 476 37% 25% 52
$200k to $250k 291 22% 27% 55
$250k and up 140 19% 51% 100

A role posting under $150k lasts about a month. A role posting $250k or more is still open at day 90 half the time. Part of this is seniority again, since pay and level move together. But the gap is wider than the level gap, which suggests the top of the market is harder to hire for: fewer candidates clear the bar, and companies paying that much are willing to wait.

Whether a posting lists a salary at all makes no difference. Postings with a yearly USD range had a median of 52 days, and postings with no pay information had 50.

A few big employers pull postings fast

By funding stage, public companies looked quickest (median 43 days) and Series D and later companies slowest (60). But that public-company number comes almost entirely from three employers, all on Workday: Humana, CVS Health, and Allstate. Across their 95 PM postings the median time open was 11 days, and 55% were gone within two weeks. Take those three out and the public-company median goes to 54 days, in line with everyone else.

That is worth knowing if you target large healthcare and insurance employers. Their postings tend to run on short, fixed application windows, and a role you saw ten days ago may already be gone. For almost everyone else, funding stage does not move the window much:

Company stage Postings Median days open
Seed and Series A 164 52
Series B and C 421 54
Series D and later 355 60
Public (excluding the three above) 427 54
PE-owned 249 50

What doesn't matter

The day a role is posted. Median time open by posting day ran from 45 days (Monday and Tuesday) to 57 (Thursday), with no pattern I would bet on. Weekend postings are too rare to measure (31 in total).

US-only versus other regions. US-only roles had a median of 51 days (1,223 postings), Canada-only 51 (112), and EMEA-only 44 (136). The EMEA gap is small and on a much smaller sample.

Reposts, mostly. When I link a posting to a later one at the same company with the same title that appeared within two weeks of it closing, only about 4% of openings show a repost. Outside the one serial reposter, a posting coming down usually means that opening is done. If a role you wanted disappears, /closed-roles shows what recently came down, which is a reasonable signal of which teams have been hiring and may open again.

When to apply for a product manager job

Here is what I would do with this.

Apply in the first week when you can. The window is longer than the internet suggests, but the queue is not. Recruiters tend to screen in the order applications arrive, and a posting that has been up for a month may already have a shortlist. Early is still better, even though late is rarely fatal. Checking roles from the last 3 days a couple of times a week is enough to catch nearly everything while it is fresh, and the last week catches up if you missed a few days.

Don't skip a good fit because it's three weeks old. At day 21, about 78% of postings are still open. If the role fits, apply. What you lose is some position in the queue, not the chance to apply.

Move fastest at the bottom of the ladder and at big employers. Associate and mid-level roles, roles posting under $150k, and postings from large Workday employers like Humana, CVS Health, and Allstate are the ones that come down in days rather than months.

At staff and above, take the time to tailor. A staff PM or $250k+ role is usually open for two months or more. A strong application a few days later beats a generic one on day one. Use the resume matcher to see which open roles fit your background before you spend the time.

Be wary of the very old postings. 42% of the remote PM roles open right now were posted more than 60 days ago, and 27% more than 90 days ago. Some of those are real searches that are hard to fill. Some are evergreen. For a posting that is several months old, a direct note to the hiring manager is often a better use of effort than a cold application.

Let the new roles come to you. Job alerts send a weekly email of the best new remote PM roles, which covers the first week of most postings without you checking the board every day.

Where to go from here

Every number here comes from postings I watched go up and come down. I will rerun this as the tracking window grows, since a sample that starts in April can only say so much about roles that stay open for six months.