Gini Loh System Tools

AI Automation Index

Will AI Replace Detectives and Criminal Investigators?

Task-level automation exposure for Detectives and Criminal Investigators: 30 O*NET tasks scored against their work activities, plus the simulator.

E-E-A-T Verified
Developed & audited by Gini Loh

Automation Exposure

37% weighted task index

30 of 30 tasks scored

Median Salary

$93,790 / year

BLS OEWS, May 2025 — this exact occupation

Employment Level

High

114,430 people hold this job — size, not growth

Projected 2025–35

+0.2% employment change

7,800 openings a year · BLS line item

Pay by state

BLS OEWS publishes 52 state estimates for this occupation. Each is its own survey estimate, not the national median adjusted for local prices.

$54,500 – $160,760

Highest medians

District of Columbia $160,760
Maryland $126,730
California $124,840
Delaware $122,050
New Jersey $116,300

Lowest medians

Arkansas $54,500
Mississippi $58,640
Louisiana $60,450
South Carolina $62,760
North Carolina $63,280

State figures come from the 33-3021 row in the May 2025 state panel. States where the estimate was suppressed or too small to publish are absent.

What the score is made of

Each task is mapped to its work activities, scored for AI automation potential, and weighted by how important those activities are to the job. These are the components.

Automation potential 37%

Importance-weighted mean of the scored tasks. This is the headline index.

Physical work 12%

Share of weighted tasks in hands-on or machine-operating work activities.

Judgment & influence 11%

Share in analysis, decisions, teaching, directing, advising, or caring for others.

Routine administration 22%

Share in documenting, recording, and administrative activities.

Rewritten by O*NET 0%

Share of weighted tasks O*NET rewrote in a recent update. Reported, not folded into the score.

Consequence of error 82/100 High

O*NET's own rating of how serious an uncorrectable mistake would be here — respondents, not us. Deliberately not in the index: the score measures what AI can do with the task content, and multiplying it by stakes would be our judgment dressed as data.

Constituent Task Mix

30 tasks for this occupation, weighted by work-activity importance. Shares below are of total task weight, not task count.

High exposure (≥ 60% of the task is automatable) 21%

6 tasks

Medium exposure (≥ 35%) 26%

8 tasks

Low exposure (below 35%) 52%

16 tasks

How would you survive?

Move your week away from the high-exposure tasks and toward the ones that need judgment. The simulator recalculates the index as you shift the mix.

Simulate Upskilling →

Emerging & rewritten tasks

Tasks O*NET added or rewrote for this occupation in its recent updates (05/2025 – 08/2026), with who proposed them. Additions are not in the scored task inventory — they are new work O*NET is still measuring, so they appear here and nowhere in the index. A Revision replaces a task that is scored, which is why only those move the "Rewritten by O*NET" share.

  • New 05/2025 · AI/SME

    Operate drones for aerial surveillance or to gather evidence from difficult to reach locations.

Constituent Tasks

#23029 · Core · 72% automatable

Prepare reports that detail investigation findings.

text generation — Incident reports drafted from facts; human reviews

Prepare investigation or incident reports.
#23034 · Core · 33% automatable

Obtain and verify evidence by interviewing and observing suspects and witnesses or by analyzing records.

data analysis — Record screening aided, investigative judgment human

Examine records or other types of data to investigate criminal activities. Observe individuals' activities to gather information or compile evidence. Interview people to gather information about criminal activities.
#23026 · Core · 30% automatable

Preserve, process, and analyze items of evidence obtained from crime scenes and suspects, placing them in proper containers and destroying evidence no longer needed.

physical manipulation — Crime scene evidence requires physical collection

Analyze crime scene evidence. Process forensic or legal evidence in accordance with procedures.
#23022 · Core · 20% automatable

Obtain facts or statements from complainants, witnesses, and accused persons and record interviews, using recording device.

interpersonal — Criminal interviews need human judgment and presence

Interview people to gather information about criminal activities.
#23024 · Core · 67% automatable

Record progress of investigation, maintain informational files on suspects, and submit reports to commanding officer or magistrate to authorize warrants.

text generation — Incident reports drafted from facts; human reviews

Record information about suspects or criminals. Prepare investigation or incident reports.
#23033 · Core · 58% automatable

Analyze completed police reports to determine what additional information and investigative work is needed.

data analysis — Record screening aided, investigative judgment human

Examine records or other types of data to investigate criminal activities.
#23028 · Core · 20% automatable

Note, mark, and photograph location of objects found, such as footprints, tire tracks, bullets and bloodstains, and take measurements of the scene.

physical manipulation — Scene evidence capture requires human presence

Record crime or accident scene evidence with video or still cameras.
#23023 · Core · 9% automatable

Secure deceased body and obtain evidence from it, preventing bystanders from tampering with it prior to medical examiner's arrival.

situated mobility — Physical guarding of restricted areas

Examine crime scenes to obtain evidence. Prevent unauthorized individuals from entering restricted areas.
#23046 · Core · 55% automatable

Determine scope, timing, and direction of investigations.

decision support — Procedures drafted; human validates feasibility

Determine operational procedures.
#23045 · Core · 8% automatable

Search for and collect evidence, such as fingerprints, using investigative equipment.

physical manipulation — Crime scene examination is physical, situated work

Examine crime scenes to obtain evidence.
#23039 · Core · 30% automatable

Organize scene search, assigning specific tasks and areas of search to individual officers and obtaining adequate lighting as necessary.

decision support — Criminal investigation direction needs accountable judgment

Direct criminal investigations.
#23030 · Core · 70% automatable

Examine records and governmental agency files to find identifying data about suspects.

information retrieval — Database queries for investigation details

Examine records or other types of data to investigate criminal activities. Use databases to locate investigation details or other information.
#23050 · Core · 58% automatable

Examine records to locate links in chains of evidence or information.

data analysis — Record screening aided, investigative judgment human

Examine records or other types of data to investigate criminal activities.
#23035 · Core · 10% automatable

Prepare and serve search and arrest warrants.

situated mobility — Physical service of court documents in the world

Serve court ordered documents.
#23027 · Core · 30% automatable

Obtain summary of incident from officer in charge at crime scene, taking care to avoid disturbing evidence.

physical manipulation — Evidence collection is fieldwork with chain of custody

Collect evidence for legal proceedings.
#23042 · Core · 15% automatable

Testify before grand juries concerning criminal activity investigations.

interpersonal — Testimony carries legal accountability and live presence

Testify at legal or legislative proceedings.
#23031 · Core · 3% automatable

Secure persons at scene, keeping witnesses from conversing or leaving the scene before investigators arrive.

physical manipulation — Physically detaining suspects

Detain suspects or witnesses.
#23038 · Core · 3% automatable

Participate or assist in raids and arrests.

physical manipulation — Physically apprehending suspects

Apprehend criminal suspects.
#23037 · Core · 30% automatable

Identify case issues and evidence needed, based on analysis of charges, complaints, or allegations of law violations.

physical manipulation — Scene inspection and evidence gathering human

Investigate accidents to determine causes.
#23036 · Core · 20% automatable

Question individuals or observe persons and establishments to confirm information given to patrol officers.

situated mobility — Surveillance and observation require physical presence

Observe individuals' activities to gather information or compile evidence. Interview people to gather information about criminal activities.
#23048 · Core · 45% automatable

Collaborate with other offices and agencies to exchange information and coordinate activities.

interpersonal — Law enforcement info sharing needs trusted humans

Collaborate with law enforcement or security agencies to share information.
#23025 · Core · 78% automatable

Prepare charges or responses to charges, or information for court cases, according to formalized procedures.

text generation — Document regulatory info from provided facts

Document legal or regulatory information.
#23021 · Core · 15% automatable

Check victims for signs of life, such as breathing and pulse.

visual inspection — Physical exam of bodies requires hands-on presence

Check physical condition of people or animals.
#23032 · Core · 60% automatable

Provide information to lab personnel concerning the source of an item of evidence and tests to be performed.

text generation — Relaying situation details is structured communication

Communicate situation details to appropriate personnel.
#23040 · Core · 57% automatable

Summon medical help for injured individuals and alert medical personnel to take statements from them.

text generation — Relaying situation details is structured communication

Communicate situation details to appropriate personnel. Request emergency personnel.
#23043 · Core · 6% automatable

Block or rope off scene and check perimeter to ensure that entire scene is secured.

physical manipulation — Physically blocking access to areas

Block physical access to restricted areas.
#23044 · Core · 60% automatable

Notify, or request notification of, medical examiner or district attorney representative.

text generation — Relaying situation details is structured communication

Communicate situation details to appropriate personnel.
#23047 · Core · 35% automatable

Maintain surveillance of establishments to obtain identifying information on suspects.

visual inspection — AI can watch camera feeds; human maintains physical surveillance

Maintain surveillance of individuals or establishments.
#23041 · Core · 57% automatable

Notify command of situation and request assistance.

text generation — Relaying situation details is structured communication

Communicate situation details to appropriate personnel. Request emergency personnel.
#23049 · Core · 35% automatable

Perform undercover assignments and maintain surveillance, including monitoring authorized wiretaps.

visual inspection — AI can watch camera feeds; human maintains physical surveillance

Maintain surveillance of individuals or establishments.
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Community Sentiment

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Method

How this was scored

  1. 1. Tasks. O*NET task statements for this occupation, from a release whose newest record is dated 08/2026.
  2. 2. Work activities. Each task maps to 1–5 Detailed Work Activities; each activity belongs to one of 41 Generalized Work Activities that O*NET rates for importance (1–5) in this occupation.
  3. 3. Automation potential. Every work activity carries one score for how far current AI can perform it end-to-end. Tasks inherit the mean of their activities.
  4. 4. Weighting. Task weight = 0.35 + 0.65 × (importance − 1)/4, scaled by how often the task is performed and by 0.7 for Supplemental tasks. Importance is the task's own O*NET rating where it exists (18,369 of 18,838 tasks); the rest inherit their work activities' importance. The index is the weighted mean.

Check: across the 910 occupations where O*NET also rates how far machine speed sets the pace, this index moves opposite to it (Spearman ρ = -0.49). The more a job is paced by equipment, the less of its task content AI can address — the relationship you would expect if the scoring is working.

Sources · O*NET 31.0 (task records to 08/2026) · BLS OEWS May 2025 · BLS projections 2025-2035 · rubric v2.1 · tasks for O*NET, not a forecast

See the full method →

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