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Time Machine

Correctional Officers and Jailers

Scrub through 219 years of this role's history — from when it first emerged, through every wave of technology that reshaped it, to the cited projections for where it's heading next.

Iron key + strap + lockstep (the keeper's kit)Iron key + strap + lockstep (the keeper's kit)
ACA Declaration of Principles (1870) + telephone call system (early 1900s)ACA Declaration of Principles (1870) + telephone call system (early 1900s)
Two-way radio + central control room + perimeter towers (post-WWII modernization)Two-way radio + central control room + perimeter towers (post-WWII modernization)
Post-Attica professionalization — training standards, merit hiring, ACA accreditation (1974)Post-Attica professionalization — training standards, merit hiring, ACA accreditation (1974)
Digital CCTV + electronic key + biometric access (surveillance infrastructure build-out)
First Step Act + PATTERN risk-assessment tool (Federal BOP, 2019) + body-worn cameras (~50% adoption by 2024)
COMPAS risk-assessment algorithm (Northpointe, deployed 2000s) + ProPublica 2016 exposé + Wisconsin v. Loomis 2016
COVID staffing crisis + AI behavior-detection CCTV + decarceration policy pressure (the contraction era)
18251850187519001925195019752000now

Drag the dot, click anywhere on the track, or use ← → arrow keys (Shift for 10-year jumps, PgUp/PgDn for 25).

2026
Known today as Correctional Officers and Jailers (BLS SOC 33-3012)
US Employment
392K
BLS OEWS May 2023 estimate for SOC 33-3012. The decline from 436,000 (2019) to 392,000 (2023) reflects both the continued decarceration trend and the severe post-COVID staffing crisis: pandemic-era early releases reduced the incarcerated population by approximately 230,000 between March and December 2020; staff departures during COVID (due to health risk, morale, and competing labor market opportunities) were not fully recovered by 2023. Multiple state DOC systems reported vacancy rates of 20-30% of authorized positions through 2022-2023. Median annual wage in May 2023 was approximately $49,550.
Median Annual Wage
$51,810
Source: BLS-OEWS
COVID staffing crisis + AI behavior-detection CCTV + decarceration policy pressure (the contraction era)Tool of the era · COVID staffing crisis + AI behavior-detection CCTV + decarceration policy pressure (the contraction era)

COVID-19 arrived in US prisons in March 2020 and spread rapidly through congregate facilities. The Marshall Project and Associated Press tracked 398,627 prisoner infections and 2,715 prisoner deaths by mid-2021; 114,237 correctional workers were also infected and 209 died. Staff infection rates were 2-3 times the general population rate at many facilities. The crisis accelerated early releases — the US incarcerated population fell by approximately 230,000 between March and December 2020, the largest single-year decline in US correctional history. The staffing crisis that followed was partly pandemic-driven and partly structural: officers who left during COVID found better-paying, lower-risk work elsewhere; agencies reporting 15-30% vacancy rates by 2022 could not easily hire back into a profession defined by physical danger, shift work, and chronic understaffing. The Federal Bureau of Prisons reported approximately 15% vacancy rates in 2022-2024. Simultaneously, the technology layer continued advancing: AI behavior-detection CCTV (systems that flag anomalous movement, potential fights, or falls without a human monitor watching) were adopted by some state systems in this period, though the correctional environment's particular challenges (controlled movement, multiple prisoners in frame, privacy constraints) slowed commercial deployment compared to hospitals or commercial buildings.

The COVID era produced the first significant involuntary contraction of the correctional officer workforce since mass incarceration began: not through technology displacement but through pandemic-driven population decline, staff departures, and the inability to recruit replacements at wages competitive with the tightened post-COVID labor market. BLS projects a further -7% decline through 2034 as decarceration continues and AI tools modestly reduce monitoring labor.

Projection cone · present → 2034

What credible sources project

Scrub the slider past now to anchor each scenario on the scrubber. The spread you see below is the range of futures credible sources project for this role.

Staffing-crisis floor scenario (vacancy gap stabilizes, slow attrition)
2034
-3%
Optimistic scenario: the staffing crisis of 2020-2024 is resolved through wage increases (some states enacted 15-20% correctional officer pay increases in 2022-2024 specifically to stem departures), improved officer wellness programs, and prison population stabilization as decarceration plateaus. If the vacancy rate recovers to pre-COVID levels (~5-8%) and the incarcerated population stabilizes near 1.8-1.9 million, the headcount decline would be modest — approximately -3% from 2023, driven primarily by continued AI-assisted monitoring reducing some fixed-post requirements at newer facilities. This is the bull case for employment stability: the occupation contracts slowly rather than sharply.
Eloundou et al. — 'GPTs are GPTs' (2023)
2028
-4%
GPT-4 task-by-task LLM exposure labeling on O*NET tasks. Correctional officers have moderate LLM exposure on the documentation, report-writing, and incident-logging tasks that consume a significant share of officer time — an AI analog to Axon's Draft One for police could reduce this burden. Core floor-officer tasks (inmate count, pat-down searches, cell extractions, de-escalation, movement supervision) are not text-based tasks an LLM can perform. The -4% estimate represents the realistic ceiling of LLM substitution: report automation and AI-assisted behavioral monitoring, not physical floor replacement. Eloundou et al. classify correctional officers as an occupation where LLM exposure is moderate on the administrative component and near-zero on the physical-presence component.
BLS National Employment Matrix 2024-34
2034
-7%
BLS Employment Projections 2024-34 cycle — the most current. Projects a -7% decline in correctional officer employment from the 2023 base, equivalent to approximately 27,400 fewer positions by 2034. This is the central BLS estimate; the OOH attributes the decline to continued decarceration (criminal justice reform legislation reducing sentence lengths and expanding alternatives to incarceration) and modest productivity gains from AI monitoring tools. Despite the net decline, BLS projects approximately 26,500 annual openings through replacement need — the occupation's high turnover rate means significant hiring even in a shrinking field. The -7% projection does not model speculative scenarios; it models current decarceration trends and policy trajectories.
Continued-decarceration pessimistic scenario
2034
-18%
Scenario analysis: if the decarceration trend accelerates beyond BLS baseline assumptions — through federal First Step Act implementation reducing federal populations further, state-level marijuana legalization reducing drug-offense incarceration, and continuing bail reform reducing pretrial jail populations — the incarcerated population could fall from approximately 1.9 million (2023) toward 1.4-1.5 million by 2034. At historical staffing ratios, that population decline would imply approximately 20% fewer officer positions than the 2023 baseline. The -18% estimate represents the mid-point of this scenario, assuming AI monitoring tools modestly improve staffing efficiency while decarceration removes the primary demand driver. This is the pessimistic tail of the cone.
Frey & Osborne (2013)
2033
-35%
Gaussian-process classifier on O*NET task features. Frey & Osborne assigned Correctional Officers a probability of computerization of approximately 0.60 — placing them in the moderate-risk tier of the 702-occupation dataset, meaningfully above police patrol officers (~0.098) but well below security guards (~0.84). The bottleneck factors that held the score below extreme-high risk: higher social intelligence requirements than security guards (de-escalation in a confined environment with a captive population is demanding), significant physical manipulation (pat-downs, cell extractions, restraint), and the legal authority requirements that no robot can currently hold. The 0.60 score reflects F&O's view that routine monitoring and documentation functions could be automated while floor-officer presence could not. The -35% figure translates the F&O probability into an approximate employment ceiling if fully realized over two decades; BLS's actual -7% projection suggests F&O's implied automation timeline is optimistic.
Today, in this role

What's shifting in the work right now

The historical view above shows how this role has moved. This is the present-day detail: which AI tools are picking up which tasks, where the edge still is, and the natural directions this work can grow.

What's changing in your day

Three parts of your work where AI is already doing real lifting — and what stays yours.

AI is sitting alongside you here

Conduct head counts to ensure that each prisoner is present.[2]

Where your edge is

AI is sitting alongside you here

Inspect conditions of locks, window bars, grills, doors, and gates at correctional facilities to ensure security and help prevent escapes.[2]

Where your edge is

AI is sitting alongside you here

Monitor conduct of prisoners in housing unit, or during work or recreational activities, according to established policies, regulations, and procedures, to prevent escape or violence.[2]

Where your edge is

Present-day sources

Sources

Every claim on this page traces back to one of the following. Updated 2026-05-30.

  1. [1]Eloundou et al. 2024 — GPTs are GPTs (Science)· accessed 2026-05-30
  2. [2]O*NET 30.3 — US Department of Labor· accessed 2026-05-30
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