Innovation Managers

Management

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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

    0.069

    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

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

Show 90 hidden tasks
TaskClaude.aiRaw / share %APIRaw / share %
Contribute to the development or implementation of business unit strategic and operating plans.

11-9199

0.030025.00.01004.8
Discuss emerging compliance issues to ensure that management and employees are informed about compliance reporting systems, policies, and practices.

11-9199

0.020016.70.01004.8
Advise internal management or business partners on the implementation or operation of compliance programs.

11-9199

0.020016.70.00000.0
Review all regulatory agency submission materials to ensure timeliness, accuracy, comprehensiveness, or compliance with regulatory standards.

11-9199

0.01008.30.150071.4
Review civil design, engineering, or construction technical documentation to ensure compliance with applicable government or industrial codes, standards, requirements, or regulations.

11-9199

0.01008.30.030014.3
Provide regulatory guidance to departments or development project teams regarding design, development, evaluation, or marketing of products.

11-9199

0.01008.30.01004.8
Prepare or assist in the preparation of applications for environmental, building, or other required permits.

11-9199

0.01008.30.00000.0
Develop and maintain standard operating procedures or local working practices.

11-9199

0.01008.3—0

Data sources & licenses — O*NET®, Anthropic Economic Index: see full notices on the Credits page

Occupation information