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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
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.
Identify, investigate, or resolve security breaches.Details
11-9199
0.096221.3
Present investment information, such as product risks, fees, or fund performance statistics.Details
11-9199
0.046310.3
Analyze and evaluate security operations to identify risks or opportunities for improvement through auditing, review, or assessment.Details
11-9199
0.04059.0
Identify potential for loss and develop strategies to eliminate it.Details
11-9199
0.03016.7
Perform or evaluate research, such as detailed company or industry analyses, to inform financial forecasting, decision making, or valuation.Details
11-9199
0.02906.4
Assess risks to mitigate potential consequences of incidents and develop a plan to respond to incidents.Details
11-9199
0.02836.3
Develop, recommend, or manage security procedures for operations or processes, such as security call centers, system acquisition, development, and maintenance, access control, program models, or reporting tools.Details
11-9199
0.01773.9
Write or review security-related documents, such as incident reports, proposals, and tactical or strategic initiatives.Details
11-9199
0.01683.7
Collect and analyze security data to determine security needs, security program goals, or program accomplishments.Details
11-9199
0.01142.5
Develop or manage integrated security controls to ensure confidentiality, accountability, recoverability, or audit ability of sensitive information, proprietary information, or information technology resources.Details
11-9199
0.01012.2
Represent organizations before domestic or international regulatory agencies on major policy matters or decisions regarding company products.Details
11-9199
0.00851.9
Develop or direct development of offering documents or marketing materials.Details
11-9199
0.00841.9
Provide regulatory guidance to departments or development project teams regarding design, development, evaluation, or marketing of products.Details
11-9199
0.00721.6
Develop or implement fund investment policies or strategies.Details
11-9199
0.00711.6
Communicate security status, updates, and actual or potential problems, using established protocols.Details
11-9199
0.00671.5
Develop, implement, or monitor security valuation policies.Details
11-9199
0.00621.4
Conduct threat or vulnerability analyses to determine probable frequency, criticality, consequence, or severity of natural or man-made disasters or criminal activity on the organization's profitability or delivery of products or services.Details
11-9199
0.00621.4
Establish procedures or systems for publishing document submissions either in hardcopy or electronic formats.Details
11-9199
0.00581.3
Maintain current knowledge of relevant regulations, including proposed and final rules.Details
11-9199
0.00531.2
Keep informed regarding pending industry changes, trends, and best practices and assess the potential impact of these changes on organizational processes.Details
11-9199
0.00501.1
Evaluate the potential of new product developments or market opportunities, according to factors such as business plans, technologies, or market potential.Details
11-9199
0.00461.0
Serve as a confidential point of contact for employees to communicate with management, seek clarification on issues or dilemmas, or report irregularities.Details
11-9199
0.00451.0
Monitor financial or operational performance of individual investments to ensure portfolios meet risk goals.Details
11-9199
0.00451.0
Advise internal management or business partners on the implementation or operation of compliance programs.Details
11-9199
0.00400.9
Identify compliance issues that require follow-up or investigation.Details
11-9199
0.00390.9
Monitor and ensure a sound, ethical environment.Details
11-9199
0.00310.7
Prepare reports or make presentations on internal investigations, losses, or violations of regulations, policies and procedures.Details
11-9199
0.00300.7
Create wind energy project plans, including project scope, goals, tasks, resources, schedules, costs, contingencies, or other project information.Details
11-9199
0.00300.7
Participate in the development or implementation of clinical trial protocols.Details
11-9199
0.00300.7
Identify group or individual target investors for a specific fund.Details
11-9199
0.00280.6
Evaluate and select information or other technology solutions to improve tracking and reporting of materials or products distribution, storage, or inventory.Details
11-9199
0.00280.6
Develop or implement procedures or systems to evaluate or select suppliers.Details
11-9199
0.00270.6
Provide verbal or written project status reports to project teams, management, subcontractors, customers, or owners.Details
11-9199
0.00220.5
Diagram supply chain models to help facilitate discussions with customers.Details
11-9199
0.00210.5
Select or direct the execution of trades.Details
11-9199
0.00200.4
Develop relationships and communicate with customers, site managers, developers, land owners, authorities, utility representatives, or residents.Details
11-9199
0.00200.4
Attend investment briefings or consult financial media to stay abreast of relevant investment markets.Details
11-9199
0.00180.4
Design or implement plant warehousing strategies for production materials or finished products.Details
11-9199
0.00180.4
Identify opportunities to reuse or recycle materials to minimize consumption of new materials, minimize waste, or to convert wastes to by-products.Details
11-9199
0.00180.4
Negotiate prices and terms with suppliers, vendors, or freight forwarders.Details
11-9199
0.00170.4
Verify that software technology is in place to adequately provide oversight and monitoring in all required areas.Details
11-9199
0.00160.4
Data sources & licenses — O*NET®, Anthropic Economic Index: see full notices on the Credits page
Occupation information
Projected change: +4.9%
Median wage: $142K
lowest $31Kmedian wage across 825 detailed occupations, BLS EP 2025–35highest $559K