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KI-Exposition
Datenquelle: BLSVeröffentlicht: 2026-08
Sehr hoch· relativ
NiedrigVier relative BänderSehr hoch
Wert auf Berufsgruppenebene
Skala, Bezugsmenge und Quelle
Vier relative Bänder (Niedrig / Mittel / Hoch / Sehr hoch)
831 detaillierte Berufe in der BLS-Beschäftigungsprojektionstabelle. Der Wert wird je Code der National Employment Matrix (NEM) vergeben, daher erhalten Berufe mit demselben NEM-Code dasselbe Band
Die Kategorie von BLS ist ein relativer Rang und kein absolutes Niveau, und sie ist keine eigene Messung: Sie fasst die Perzentilränge des Berufs aus mehreren veröffentlichten Studien in vier Bänder zusammen. Sie ist weder eine Beschäftigungs- oder Lohnprognose noch eine Einführungswahrscheinlichkeit und unterscheidet nicht zwischen Automatisierung und Augmentierung.
Search electronic sources, such as databases or repositories, or manual sources for information.Details
15-1299
4.950064.0
5.720045.1
Confer with users to analyze, configure, or troubleshoot applications.Details
15-1299
0.64008.3
0.15001.2
Provide technical guidance or support for the development or troubleshooting of systems.Details
15-1299
0.48006.2
0.07000.6
Write and execute scripts to automate tasks, such as parsing large data files.Details
15-1299
0.21002.7
0.16001.3
Create, analyze, report, convert, or transfer data, using specialized applications program software.Details
15-1299
0.15001.9
0.24001.9
Evaluate existing systems to determine effectiveness, and suggest changes to meet organizational requirements.Details
15-1299
0.08001.0
0.04000.3
Monitor system operation to detect potential problems.Details
15-1299
0.07000.9
0.67005.3
Review existing or incoming data for currency, accuracy, usefulness, quality, or completeness of documentation.Details
15-1299
0.06000.8
3.560028.1
Review or update Web page content or links in a timely manner, using appropriate tools.Details
15-1299
0.06000.8
0.11000.9
Retrieve electronic assets from repository for distribution to users, collecting and returning to repository, if necessary.Details
15-1299
0.06000.8
0.11000.9
Document design specifications, installation instructions, and other system-related information.Details
15-1299
0.06000.8
0.05000.4
Investigate system component suitability for specified purposes, and make recommendations regarding component use.Details
15-1299
0.06000.8
0.04000.3
Develop application-specific software.Details
15-1299
0.06000.8
0.04000.3
Correct testing-identified problems, or recommend actions for their resolution.Details
15-1299
0.05000.6
0.02000.2
Develop system engineering, software engineering, system integration, or distributed system architectures.Details
15-1299
0.05000.6
0.01000.1
Provide technical support to computer users for installation and use of security products.Details
15-1299
0.05000.6
0.01000.1
Develop a maintainable code base using object-oriented design principles, practices, or patterns.Details
15-1299
0.04000.5
0.03000.2
Recommend procedures, equipment, or software upgrades to increase data accessibility or ease of use.Details
15-1299
0.04000.5
0.01000.1
Provide training or technical assistance in Web site implementation or use.Details
15-1299
0.04000.5
0.00000.0
Develop or update project plans for information technology projects including information such as project objectives, technologies, systems, information specifications, schedules, funding, and staffing.Details
15-1299
0.03000.4
0.02000.2
Communicate project information through presentations, technical reports, or white papers.Details
15-1299
0.03000.4
0.01000.1
Consult with end users regarding problems in accessing electronic content.Details
15-1299
0.03000.4
0.01000.1
Perform security analyses of developed or packaged software components.Details
15-1299
0.02000.3
0.42003.3
Analyze, interpret, or disseminate system performance data.Details
15-1299
0.02000.3
0.21001.7
Check and analyze operating system or application log files regularly to verify proper system performance.Details
15-1299
0.02000.3
0.14001.1
Gather, analyze, or document user feedback to locate or resolve sources of problems.Details
15-1299
0.02000.3
0.10000.8
Write technical summaries to report findings.Details
15-1299
0.02000.3
0.06000.5
Prepare project status reports by collecting, analyzing, and summarizing information and trends.Details
15-1299
0.02000.3
0.03000.2
Configure servers to meet functional specifications.Details
15-1299
0.02000.3
0.02000.2
Develop or implement software tools to assist in the detection, prevention, and analysis of security threats.Details
15-1299
0.02000.3
0.02000.2
Develop or approve project plans, schedules, or budgets.Details
15-1299
0.02000.3
0.01000.1
Develop or implement procedures for ongoing Web site revision.Details
15-1299
0.02000.3
0.01000.1
Initiate, review, or approve modifications to project plans.Details
15-1299
0.02000.3
0.01000.1
Develop, document, or maintain standards, best practices, or system usage procedures.Details
15-1299
0.02000.3
0.01000.1
Design and implement dashboard and data visualizations to meet customer reporting needs.Details
15-1299
0.02000.3
0.01000.1
Provide advice on project costs, design concepts, or design changes.Details
15-1299
0.02000.3
0.00000.0
Develop or document style guidelines for Web site content.Details
15-1299
0.02000.3
0.00000.0
Conduct predictive or reactive analyses on security measures to support cyber security initiatives.Details
15-1299
0.01000.1
0.10000.8
Identify security system weaknesses, using penetration tests.Details
15-1299
0.01000.1
0.08000.6
Conduct network and security system audits, using established criteria.Details
15-1299
0.01000.1
0.04000.3
Identify or implement solutions to information security problems.Details
15-1299
0.01000.1
0.03000.2
Evaluate current or emerging technologies to consider factors such as cost, portability, compatibility, or usability.Details
15-1299
0.01000.1
0.02000.2
Perform ongoing hardware and software maintenance operations, including installing or upgrading hardware or software.Details
15-1299
0.01000.1
0.02000.2
Develop or install software, such as firewalls and data encryption programs, to protect sensitive information.Details
15-1299
0.01000.1
0.02000.2
Determine sources of Web page or server problems, and take action to correct such problems.Details
15-1299
0.01000.1
0.01000.1
Develop and manage work breakdown structure (WBS) of information technology projects.Details
15-1299
0.01000.1
0.01000.1
Document penetration test findings.Details
15-1299
0.01000.1
0.01000.1
Recommend information security enhancements to management.Details
15-1299
0.01000.1
0.01000.1
Troubleshoot security and network problems.Details
15-1299
0.01000.1
0.01000.1
Perform computer programming, data analysis, or software development for Geographic Information Systems (GIS) applications, including the maintenance of existing systems or research and development for future enhancements.Details
15-1299
0.01000.1
0.00000.0
Perform risk assessments to develop response strategies.Details
15-1299
0.00000.0
0.03000.2
Identify and classify documents or other electronic content according to characteristics such as security level, function, and metadata.Details
15-1299
0.00000.0
0.03000.2
Gather cyber intelligence to identify vulnerabilities.Details
15-1299
0.00000.0
0.02000.2
Research, test, or verify proper functioning of software patches and fixes.Details
15-1299
0.00000.0
0.01000.1
Monitor systems for intrusions or denial of service attacks, and report security breaches to appropriate personnel.Details
15-1299
0.00000.0
0.01000.1
Track, compile, and analyze Web site usage data.Details
15-1299
0.00000.0
0.01000.1
Test issues such as system integration, performance, and system security on a regular schedule or after any major program modifications.Details
15-1299
0.00000.0
0.01000.1
Conduct investigations of information security breaches to identify vulnerabilities and evaluate the damage.Details
15-1299
0.00000.0
0.01000.1
Review security assessments for computing environments or check for compliance with cybersecurity standards and regulations.Details
15-1299
0.00000.0
0.01000.1
Write audit reports to communicate technical and procedural findings and recommend solutions.Details
—0
0.03000.2
Assess current or future customer needs and priorities by communicating directly with customers, conducting surveys, or other methods.Details
—0
0.01000.1
Test the security of systems by attempting to gain access to networks, Web-based applications, or computers.Details
—0
0.01000.1
Assess the quality of security controls, using performance indicators.Details
—0
0.01000.1
Data sources & licenses — O*NET®, Anthropic Economic Index: see full notices on the Credits page
Berufsinformationen
Projected change: +5.1%
Median wage: $117K
lowest $31Kmedian wage across 825 detailed occupations, BLS EP 2025–35highest $559K