Forensic Chemists

Life, Physical & Social Sciences

AI exposure

  • Data source: BLSPublished: 2026-08

    High· relative

    LowFour relative bandsVery high

    Group-level value

    Scale, basis and source

    Four relative bands (Low / Moderate / High / Very high)

    831 detailed occupations in the BLS Employment Projections table. Assigned per National Employment Matrix (NEM) code, so occupations sharing a NEM code carry the same band

    Source dataset (XLSX download)

  • Data source: AnthropicPublished: 2026-03

    0.000

    0.000Range of values carried here0.745
    Scale, basis and source

    Observed exposure index, 0–1 as published

    Mapped onto O*NET tasks

    Source dataset

  • Data source: ILOPublished: 2025

    0.26

    0.09Range of values carried here0.70

    Group-level value

    Scale, basis and source

    Generative AI exposure index, 0–1 as published

    ISCO-08 unit group — every occupation sharing the code gets this value

    Computed by this site, not published by the ILO: of the 1,012 occupations this site links to the ILO dataset, 76% score at or above this value.

    Source dataset

What kind of figure this source publishes

The BLS category is a relative rank, not an absolute level, and it is not a first-hand measurement: it groups an occupation's percentile ranks across several published studies into four bands. It is not an employment or wage forecast, not a probability of adoption, and it does not separate automation from augmentation.

Task-level exposure

Exposed tasks only
TaskClaude.aiRaw / share %
Keep records and prepare reports detailing findings, investigative methods, and laboratory techniques.

19-4092

0.002151.2
Identify and quantify drugs or poisons found in biological fluids or tissues, in foods, or at crime scenes.

19-4092

0.002048.8
Not observed on any surface — 19 task(s) — These tasks have no row in the source for this release. The 0 in the share row is a display-stage composition ratio; absence is what the — in the raw row states.
Testify in court about investigative or analytical methods or findings.
—0
Operate and maintain laboratory equipment and apparatus.
—0
Prepare solutions, reagents, or sample formulations needed for laboratory work.
—0
Collect evidence from crime scenes, storing it in conditions that preserve its integrity.
—0
Reconstruct crime scenes to determine relationships among pieces of evidence.
—0
Visit morgues, examine scenes of crimes, or contact other sources to obtain evidence or information to be used in investigations.
—0
Confer with ballistics, fingerprinting, handwriting, documents, electronics, medical, chemical, or metallurgical experts concerning evidence and its interpretation.
—0
Train new technicians or other personnel on forensic science techniques.
—0
Use photographic or video equipment to document evidence or crime scenes.
—0
Interpret laboratory findings or test results to identify and classify substances, materials, or other evidence collected at crime scenes.
—0
Collect impressions of dust from surfaces to obtain and identify fingerprints.
—0
Analyze gunshot residue and bullet paths to determine how shootings occurred.
—0
Examine physical evidence, such as hair, fiber, wood, or soil residues to obtain information about its source and composition.
—0
Examine firearms to determine mechanical condition and legal status, performing restoration work on damaged firearms to obtain information such as serial numbers.
—0
Compare objects, such as tools, with impression marks to determine whether a specific object is responsible for a specific mark.
—0
Use chemicals or other substances to examine latent fingerprint evidence and compare developed prints to those of known persons in databases.
—0
Examine and analyze blood stain patterns at crime scenes.
—0
Review forensic analysts' reports for technical merit.
—0
Determine types of bullets and specific weapons used in shootings.
—0

Data sources & licenses — O*NET®, Anthropic Economic Index, Eloundou et al. (2023): see full notices on the Credits page

Occupation information