What 336 Exit-Framed Reddit Posts Can—and Can't—Tell Us About Library Work

Editorial correction, September 11, 2026. Reframed as an exploratory forum analysis. Raw title counts and cross-forum language comparisons do not establish profession-wide exit rates or causes; the historical interpretation remains separate from the empirical finding.

This collection contains 336 exit-framed post titles from a library-related Reddit cluster. The counts below describe the collected titles, not verified worker departures or the share of the profession leaving.

Annual all-post denominators and consistent coverage checks are not supplied here. Community growth and collection coverage could change the counts. The partial 2026 count should not be annualized into a forecast. Reasons absent from titles cannot be inferred absent from the posts or people’s lives.

The historical discussion that follows is an interpretation motivated by these questions. This dataset does not identify the causes of departure or establish the historical argument.

Year	"I'm leaving the field" posts
2019	14
2020	29
2021	32
2022	47
2023	55
2024	86
2025	43
2026 (partial)	~30

Swipe to see all columns

1. The Pattern

The numbers above come from 336 exit-framed posts across a seven-subreddit library cluster, going back to 2019. The raw counts rise through 2024 and fall in 2025. Without denominators and coverage controls, they do not establish a rising departure rate or a new baseline.

What's not in those titles is also telling. I read across all eight years and coded for self-cited reason. Fewer than 7% of titles cite the MLS, and that is the single most common explicit cause. Three posts name mission drift ("I'm not a social worker") and three name a specific manager, out of 336. The other 91% don't name a specific cause in the title.

The methodology codes titles only, not full posts, so this isn't a claim that the grievances aren't there. It describes wording in selected titles; it cannot establish why writers chose that wording. Plenty of bodies and comment threads contain pointed criticism of specific managers, specific systems, specific incidents. What the title-level analysis shows is that the field's public-facing exit register is diffuse: a slow leak, mostly without a named villain, mostly accompanied by positive language about the work itself.

That profile is what I'm calling a quiet-exit class: diffuse, distributed, mostly without a named villain, mostly accompanied by positive sentiment about the work itself. Not loud-quitting, not burned-and-bitter, not betrayed-and-vengeful. Just walking out the side door, one at a time, on terms that make it hard to read as a collective signal.

The thing about a pattern that doesn't name itself is that it tends to get read as individual failure. Each post is one person's story. Each commenter is wishing one person well. The aggregation is invisible unless you go looking. And because the posts contain no unifying frame, the people inside the pattern are not, on the whole, narrating themselves as part of one. They are narrating themselves as one person making one decision. Multiplied across seven years and seven subreddits, those single decisions add up to a profile. I went looking. There it is.

2. How We Got Here

The conditions for this kind of slow drain were poured into the foundation of the profession in 1876, when the American Library Association was founded as a professional association. Not a labor organization. The distinction matters because of what happened later.

The National Education Association, founded the same way in 1857, eventually transformed itself into a labor union with collective bargaining and strike capacity during the late-1960s public-sector wave. The American Federation of Teachers was founded as a union in 1916. ALA was convertible in principle. It never converted.

That non-conversion isn't an original sin from 1876. White-collar public-sector unionism wasn't really a category available then. But the category choice held through every later moment when conversion was possible, and that path-dependence is the thing.

The next decisive move came from inside the profession. In the 1880s and 1890s, Melvil Dewey recruited women into librarianship in large numbers. Cheapness was part of the appeal, and Dewey said so himself in 1886: "hard business judgment cannot award her quite as much salary. There are many uses for which a stout corduroy is really worth more than the finest silk." In the same address he argued the opposite way on quality, that it "pays to give higher salaries for college women." Garrison's feminization thesis remains the standard account, though not an uncontested one.

The feminization was also, specifically, of native-born white women. Dewey's Library Bureau and the early library schools operated on exclusions that kept Black women, Jewish women, and immigrant women out of the workforce being built. Dewey's own Lake Placid Club, a private resort rather than a library school, barred Jewish members outright. When that became public it ended his New York State posts, as Regents Secretary, State Librarian and library school director. The wage suppression was politically possible because the workers being recruited were coded as respectable in ways the women who would have been cheaper labor were not.

By 1900, librarianship was roughly 75% female. By 1920 it had reached nearly 90%, and the 1930 census puts male librarians at 8%. Those figures come from two different counts, library workers in the earlier estimates and the census occupation "librarian" later, so they track a trend rather than one series. The workforce being recruited was also overwhelmingly white: the census sample records no non-white librarians before 1920, and African American librarians were still about 2% of the total in 1950.

The vocation framing got locked into place alongside that specifically white-gendered wage suppression. Vocation framing is the idea that library work is calling-work, service-work, mission-work. The two things arrived together, and they have not since come apart. (Dee Garrison's Apostles of Culture and Wayne Wiegand's Irrepressible Reformer both walk this carefully.)

Then came the Carnegie compact, roughly 1886 through the 1920s. Andrew Carnegie funded the construction of roughly 1,700 library buildings in the United States (sources put the buildings between 1,670 and 1,689, and the communities between 1,406 and 1,412) on conditions the municipality had to meet: provide the site, run the library with public funds, keep it free to all, and pledge annually an amount equal to 10 percent of the construction grant toward its operation. That single design choice scattered library employment across municipal, county, school district, academic public and private, state, federal, and special-library categories.

There was no concentrated employer for any future labor movement to bargain with. The fragmentation was structural, not incidental, and it's still the shape of the field.

The 1968 to 1975 window is the one that haunts me. Across the public sector, white-collar workers were unionizing. Teachers transformed NEA into a real labor union and dropped its no-strike pledge in the early 1970s. AFT consolidated. AFSCME expanded into white-collar municipal work. Nurses began the organizing arc that would eventually produce National Nurses United in 2009.

Library workers organized too. DC 37 Local 1930, the NYPL Guild, was formed in 1968 and remains active today. AFSCME locals organized libraries in Philadelphia, Chicago, Boston, and dozens of mid-size urban systems through the 1970s. SEIU picked up West Coast library workers under municipal locals. At universities, librarian unionization happened institution by institution under faculty-status fights: UC-AFT, PSC-CUNY, UUP at SUNY, Rutgers AAUP-AFT, and others, several of which are still bargaining contracts as of this writing.

None of that is invisible if you go looking. But it stayed at the local-municipal-and-institution level. There was no field-wide pivot, no national library workers' union. In 1969 ALA created the Social Responsibilities Round Table, an advocacy committee inside the association, not a bargaining unit. The wave didn't pass librarianship by. It landed in the locals, where the fragmentation the Carnegie conditions produced kept it from aggregating into anything that could speak for the field as a class.

The 1990s look like a peak. Reno v. ACLU in 1997, when ALA and the ACLU defeated the Communications Decency Act at the Supreme Court. The Connecticut Four in 2005-06, refusing National Security Letter gag orders. Expansion of the Library Bill of Rights. A federal Library Services and Technology Act framework. Public esteem at a high-water mark.

All of this was real and substantial. And all of it was specifically institutional and mission force, not labor force. The conditions when a labor structure could have been built were unusually favorable, and the structure didn't get built.

What followed was erosion. The 2008 recession permanently bent the municipal funding curve downward. The e-book vendor wars stripped institutional bargaining power vendor by vendor. The Macmillan embargo of 2019 is the clean example.

Role creep pushed mental-health response, housing triage, and digital navigation onto staff who were not trained, staffed, or paid for any of it.

Moms for Liberty, founded in 2021, became one prominent part of a broader, more distributed political campaign against collections and the workers who maintain them. The curve of book challenges and state-level legislative interference was bending upward before Moms for Liberty existed and would have continued without it. Through 2024 and 2025, federal and state institutional supports came under direct attack from multiple directions at once.

That is the year we hit 86 exit-framed posts. The institutional supports that had carried the profession since 1876 were under strain at the same moment, and there was no field-wide labor backbone to fall back on. The local-municipal locals existed and were holding their contracts. What didn't exist was anything at the scale of NEA or National Nurses United, anything that could speak for library workers as a national class.

2025 dropped to 43, which could mean the bad year passed, or could mean the most exhausted cohort had already exited the field. The partial 2026 numbers are more consistent with the second reading than the first. It is the shape of a hundred and fifty years of choices showing up at once.

3. Vocational Awe

The structural account above is half the story. The other half is cultural, and it is the part that explains why the structural absence of labor power has been so quietly tolerable for so long.

The term I want is vocational awe. Fobazi Ettarh coined it in 2017, while brainstorming a conference panel, and by her own account did not realize it was a new term until a co-panelist told her the night before the conference that she had made it up. She developed it into her January 2018 essay in In the Library with the Lead Pipe, writing as a Black librarian challenging her own profession's self-mythology from inside it. She died on January 28, 2026. This piece is being written a few months later, into a field that is still absorbing the loss.

Her essay describes the belief that libraries-as-institutions are inherently good, sacred, and beyond critique. In Ettarh's account, workers are framed as called rather than employed. Criticism from inside the building reads as treason against the mission. Self-sacrifice is the price of belonging. The institution is permitted to demand without being expected to reciprocate, because the institution is understood, by its own staff, to be the kind of thing that demands are owed to.

Vocational awe is the cultural mechanism that kept the missing field-wide labor structure stable. You cannot organize as labor at scale while believing critique of your beloved institution is blasphemy. The structural absence and the cultural presence are not cause-and-effect. They're co-produced. The same 1880s feminization that suppressed wages also produced the calling-work framing that rationalized the suppression, and the framing has, ever since, made the structural absence feel like a feature of the work rather than a feature of the labor relation.

This is why "I love this work" and "I am leaving this work" sit together in the same reddit post so often, and so unstrangely. The love is real. The exit is real. The ideology that made it hard to translate the love into a field-scale collective demand on the employer is also real. People who have been carrying vocational awe for a career do not, mostly, leave by going on strike. They leave by going quiet, and then leaving. That is a historical interpretation to test; the title counts do not identify this causal mechanism.

Vocational awe is not a personal flaw in the workers who carry it. As Ettarh argued, it is the working ideology of the field. It shows up first in MLS coursework, in words like "calling," "sacred trust," and "guardian," and again in onboarding, performance review, and the everyday vocabulary of the building.

The flat tone of the exit posts is the same thing that made the field-wide labor structure unbuildable in 1968: an ideology that treats institutional critique as something close to apostasy. You can't bargain at scale with an employer you have been taught to revere. Sarah Jaffe makes a parallel case in Work Won't Love You Back about the broader cultural-and-care sector. The library version is its own dialect of the same problem.

4. What the Data Confirms Today

Three findings sit on top of the long historical account, and each one fits it.

The first is the trajectory itself: a 2024 peak of 86, a 2025 drop to 43, and a 2026 partial year that annualizes back toward the peak rather than settling below it. A spike on its own is ambiguous. These counts have not returned to where they started, and without denominators that is as far as they go.

The 2025 drop is the part I want to be careful about, because it can be read two ways. It could be the bad year passing. It could also be selection: the most exhausted cohort has already exited the field and is no longer posting in the field's subs. The 2026 partial number, prorated forward, lands closer to 2025 than to 2019, which is consistent with the second reading.

One caveat on the headcount side. Per Current Population Survey data analyzed by the AFL-CIO's Department for Professional Employees, librarian employment jumped more than 27 percent from 2023 to 2024, from about 146,500 to 186,500, for reasons DPE itself says are not established: it writes that "more research is needed to determine what factors may have caused the abrupt increase." DPE floats grant-funded hiring and a return to pre-COVID levels; methodological reclassification is my own guess, not theirs. Its previous edition reports librarian employment falling 10.8 percent from 2022 to 2023, so the jump partly reverses an unusual prior-year drop.

Those two numbers come from different annual editions, and it is worth knowing which. The 146,500 and the 10.8 percent are in the 2024 fact sheet; the 186,500 and the 27 percent are in the 2025 fact sheet.

DPE's current fact sheet puts 2025 at 207,119 librarians. It also describes its source differently, as BLS monthly microdata rather than Census microdata, and reports exact counts where the earlier sheets rounded to the hundred. I would not read the three years as one clean series.

That 2006 peak of roughly 395,000 counts three occupations together, librarians plus library technicians plus library assistants. On the same basis, 2024 stands at 289,400, still about 27 percent below the 2006 high. Librarians alone were 186,500. DPE publishes no librarian-only figure for 2006, so whether librarians specifically have ever been more numerous is not something this source can answer. Exit-talk volume and total headcount point in opposite directions on the recent slope. Both are part of the picture. This piece's argument is about the organizing structure the workforce lives inside, not the headcount trajectory.

The second finding is the comparative silence on the public-facing side. I ran the same scrape across sixteen occupational subreddits for a recent comparison week. Library workers comment at the lowest rate per post of any community in the sample.

Community	Comments per post
r/Teachers	145
r/nursing	138
r/MuseumPros	51
r/PhD	30
r/librarians	14

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That gap, 14 against 145, is not a small effect. Teachers argue. Nurses argue. Sysadmins argue. Library workers post, and the thread closes after one or two short replies. The structural and cultural account in sections 2 and 3 predicts this thinness on the public side: in a field with no field-wide labor structure to translate grievance into demand, and a working ideology that codes critique as betrayal, public peer-talk has nowhere to go.

That said, a reddit-scrape can only see what's on reddit. The most active organizing conversations in the field happen in places this method can't read: union slacks, AFSCME local meetings, the Library Workers Coalition's working calls, ACRL listservs in academic subfields, the closed channels of Urban Librarians Unite.

From inside those rooms it is not quiet. What's quiet is the public-pseudonymous layer where the unorganized majority talks. That quietness is the thing the data is measuring, not the absence of all conversation. The piece's claim is about that layer. The organized layer is louder than this finding suggests.

The organized layer is also bigger than the popular framing of the field acknowledges. 24.6 percent of librarians were union members in 2024, meaningfully higher than the U.S. private-sector average and higher than most knowledge-worker occupations.

The broader category of education, training, and library occupations has the highest unionization rate of any occupational group in the U.S. economy, at 32.3 percent in 2024, with 35.8 percent covered by a union contract. Union librarians earn almost 41 percent more per week than non-union counterparts. The field-wide aggregation hasn't happened. The local and institutional layer is more present than the public discourse on library labor usually suggests.

Two qualifications about that 24.6 percent. It is an aggregate, and aggregates flatten. Density runs much higher in academic and large-urban systems and much lower in small, rural, southern, and private-special settings. The national figure reflects where the organizing has already happened, not where the field is uniformly organized.

It is also racially uneven, in ways the headline number doesn't show. Union density varies by race, the union wage premium is consistently larger for Black workers across most occupational categories, and a field that is 84 percent white shapes what the aggregate looks like and what it costs to get inside the organized layer in the first place.

The third finding is the cultural-sibling pattern. r/librarians scored 55% positive with 8% exit-talk and r/MuseumPros 39% with 10%. Read those as positions in a ranking, not as levels: the lexicon-based scoring is positively biased, and differences in community, sampling, and language may affect both the absolute scores and the ranking. On that basis the two sit near each other and apart from the comparison fields below. Same shape: quietly leaving. Both are mission-coded cultural-sector fields with weak labor structure.

Compare against r/PA (physician assistants), the most-negative sub in the comparison at near-zero average sentiment, or r/marketing, which reads as emotionally flat trade-talk with low negativity and low engagement. Tone tracks structure. Libraries and museums share a structural condition, and the sentiment data shows the same fingerprint in both. That a museum-worker sub looks like a library-worker sub is not a coincidence. It is two instances of the same mechanism producing the same affective shape.

5. What This Is and Isn't

A diagnosis is not a verdict on the people inside the condition. The pronoun is we.

This is not pathology. It's not failure. It's not weakness, or whining, or moral collapse, or the wrong kind of worker showing up. It is the predictable steady-state of a profession whose field-wide labor structure was never built and whose dominant ideology has, for a hundred years, conditioned us to absorb the cost of that absence ourselves.

A few things this piece is also not. It is not nostalgia for the 1990s. That decade is a historical mechanism here, not a lost golden age. It is not a verdict on ALA as an organization or on anyone currently serving in it. The analytical claim is about a category choice that hardened across 150 years, not about specific recent leadership.

It is also not a single-shape claim about all library workers. The "happy and leaving" exit profile is most legible in public-library and school-library settings. The academic-library version of attrition runs through tenure-line conversions, IMLS-pipeline collapse, and positions left to retire vacant. It reads structurally different at the individual-post level, even when the underlying labor-structure problem is the same.

And it is US-framed. The subreddit cluster draws from multiple Anglophone countries. US workers are the largest share, but UK, Canadian, Australian, Irish, and New Zealand library workers post in the same subs and are part of the data behind the discourse findings.

The analytical frame in this piece, ALA, AFSCME, US public-sector unionization windows, US union-density figures, is specifically American. The cultural and affective pattern probably travels, because vocational awe and the structural-fragmentation conditions are similar across these countries. The labor-history account does not travel cleanly. CILIP, ALIA, CLA, and the rest have their own arcs. International readers should map this against their own national institutions.

And there is a population this piece's data can't see at all: the entry-side. The dataset codes people exiting the field. It cannot see MLS graduates from 2023, 2024, 2025 who never made it to a full-time position to exit. The stalled-entry crisis is its own subreddit phenomenon and its own structural condition, and it is the upstream version of the same labor failure this piece diagnoses downstream. If you are reading this from that side of the funnel, you are not invisible to the analysis. You are the part the method missed.

And it is not a view from nowhere. I am writing this from inside the worker side of the funnel, with a job, a salary, mid-career stability of a kind that is not evenly distributed across the readership. I have helped library workers clean up resumes and reword a decade of public service into language a startup will read, so the profile in this data is not an abstraction to me.

But the description above is still partial in one specific direction. It reads differently from the entry-side, from a four-FTE rural system, from a tenure-line being converted to contingent, from inside vocational awe still working its hardest. I have tried to make those positions visible where I can see them. The reading is still mine.

Finally: it is not a prescription. I have no five-point plan in my back pocket. I have a description of a condition, offered in case the description itself is useful.

6. Where This Leaves Us

“Quiet-exit class” is my interpretive frame, not a category this dataset validates. People’s reasons for leaving would require evidence beyond titles, and the collection cannot establish whether a particular workplace change would have kept them.

People who are staying, and that is still most of us, are not staying because the condition isn't real. We are staying for our own reasons too, and those reasons are also legitimate, and they are not the same as denial. The data does not say everyone is leaving. It says the number of people saying so in public is no longer small, and that the people who go are not, by and large, the people you would have predicted from any individual-level theory of burnout.

Some of us are organized. Most of us aren't. The locals, coalitions, and worker-led formations that do exist are not the answer to a 150-year structural condition, and they would be the first to say so. But they exist, and they have names, and you can find them: AFSCME, SEIU, and AFT library locals; Urban Librarians Unite; the Library Workers Coalition; the academic-library bargaining units inside UC-AFT, PSC-CUNY, UUP, and elsewhere. They are the places where the language in this piece can become something other than language.

The recent direction of travel is different: the past few years have been the most active period for new library-worker organizing in decades. Librarians, archivists, and curators across the University of Michigan ratified their first contract in 2022, a 17 percent overall salary increase over three years with individual raises of 9 to 30 percent depending on current salary. Carnegie Library of Pittsburgh workers ratified theirs the same year.

Baltimore County library workers voted to organize in January 2022 and ratified their first contract in 2022, and Maryland's Library Workers Empowerment Act, signed in April 2024, extended collective bargaining rights to county library workers statewide, a precondition for organizing, with the actual contracts still to be fought for. Fairfax County school workers including librarians voted to join AFT and NEA in June 2024.

None of this adds up to a national library workers' union. All of it adds up to something happening at the local and state layer that wasn't happening five years ago.

The racial composition of those wins also varies. Some, the Michigan unit and the Carnegie Library of Pittsburgh workers, sit inside predominantly white librarian classifications. Others, Baltimore County's library workers and Fairfax County's school workers including librarians, are in workforces that are not. The most recent organizing energy in the field is not racially uniform, and where it is happening, who it is reaching, and who has been carrying the load are part of the story too.

We have words for this now. Quiet-exit class. Vocational awe. Cultural-sector sibling pattern. Knowing the shape doesn't change the shape. But it changes what we can say to each other about it, and where we go to say it.

Sources

• Fobazi Ettarh, "Vocational Awe?", May 30, 2017, her own account of coining the term, which already carries the definition the essay would later develop: "it is the idea that libraries as institutions are inherently good."
• Fobazi Ettarh, "Vocational Awe and Librarianship: The Lies We Tell Ourselves," In the Library with the Lead Pipe, January 10, 2018.
• "Memorial for Fobazi Ettarh," In the Library with the Lead Pipe, 2026, and "PhD student Fobazi Ettarh passes away," University of Illinois School of Information Sciences, for the date of her death.
• Dee Garrison, Apostles of Culture: The Public Librarian and American Society, 1876-1920, for the feminization of the field and its wage effects. The percentages above reach Garrison and the census through secondary sources (Howard, Habashi and Reed, "The Gender Wage Gap in Research Libraries," College & Research Libraries, May 2020; Beveridge, Weber and Beveridge, "Librarians in the United States from 1880-2009," OUPblog, 2011, using IPUMS census data); I have not read Garrison directly.
• Wayne A. Wiegand, Irrepressible Reformer: A Biography of Melvil Dewey, for Dewey's recruitment of women, the Library Bureau, and the Lake Placid Club exclusions. The Lake Placid dispute and its consequences for Dewey's New York State posts are confirmed in the ERIC record for that book (ED397852); the Library Bureau and recruitment details rest on a single review and are correspondingly weaker.
• Melvil Dewey, "Women in Libraries: How They Are Handicapped," Library Notes 1 (Boston: Library Bureau, 1887), 89-90, for the salary remark quoted above, which is Dewey's own wording rather than a historian's characterization.
• AFL-CIO Department for Professional Employees, "Library Professionals: Facts and Figures," 2024 edition (2023 employment; the 10.8 percent decline) and 2025 edition (2024 employment; the 27 percent increase). Both analyze Census Bureau Current Population Survey microdata. Neither publishes the occupation code behind the librarian series, so the reclassification question above stays open.
• The Michigan Daily, "LEO-GLAM ratifies first contract with UMich", August 4, 2022 (ratified July 29): "an overall salary increase of 17%, with individual raises ranging from 9% to 30%, depending on current salary." An earlier version of this piece placed the 9 to 30 percent range at the low end of the pay scale; the article does not say that. Local 1930's founding: Local 1930, "About Us" ("On May 1, 1968, we received our charter").
• National Park Service, "Carnegie Libraries: The Future Made Bright" (Teaching with Historic Places): "1,679 new library buildings" and "1,406 towns"; the 1,412-community figure is Stuart Murray's in The Library: An Illustrated History (2009), as cited by Wikipedia. An earlier version of this piece said "about 1,419 communities," a number no source supports; corrected September 10, 2026.
• Sarah Jaffe, Work Won't Love You Back, for the cross-sector pattern of love-the-work labor.
• Union results cited above come from each union's own announcements and contract summaries; Maryland's Library Workers Empowerment Act was signed in April 2024.

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This piece, like much of the past eight years of library-labor discourse, is built on Fobazi Ettarh's work. She did that work as a Black librarian writing about a profession that did not always know what to do with her. She died in January 2026. The vocabulary she wrote into the field remains. The responsibility to use it carefully is on the rest of us, and to use it the way she used it: to license refusal as well as recognition.

Disclosure: L/30 and MetisLib are mine. Both are open source, neither takes real patron data, and neither is sold to anyone.