Open Controls · Workforce Automation
See which AI skills do the work
Browse jobs and work roles as their frameworks publish them, then see which AI skills can do the work.
Jobs by AI coverage
Share of each job's detailed work activities covered by a mapped AI skill.
- Information Security Analysts100% of DWAs
- Software Developers94.4% of DWAs
- Cost Estimators92.3% of DWAs
- Document Management Specialists45% of DWAs
- Computer Programmers44.4% of DWAs
- Database Administrators42.9% of DWAs
- Health Informatics Specialists42.1% of DWAs
- Video Game Designers41.7% of DWAs
- Computer and Information Research Scientists38.9% of DWAs
- Computer Systems Analysts38.5% of DWAs
NICE roles by AI coverage
Share of each role's tasks covered by a mapped AI skill.
- Cybersecurity ArchitectureDD-WRL-0010% of tasksNot mapped yet
- Enterprise ArchitectureDD-WRL-0020% of tasksNot mapped yet
- Secure Software DevelopmentDD-WRL-0030% of tasksNot mapped yet
- Secure Systems DevelopmentDD-WRL-0040% of tasksNot mapped yet
- Software Security AssessmentDD-WRL-0050% of tasksNot mapped yet
- Systems Requirements PlanningDD-WRL-0060% of tasksNot mapped yet
- Systems Testing and EvaluationDD-WRL-0070% of tasksNot mapped yet
- Technology Research and DevelopmentDD-WRL-0080% of tasksNot mapped yet
- Operational Technology (OT) Cybersecurity EngineeringDD-WRL-0090% of tasksNot mapped yet
- Cybercrime InvestigationIN-WRL-0010% of tasksNot mapped yet
Sources
The jobs and work-role frameworks Workforce Automation reads, and the ones planned. Planned frameworks publish a machine-readable download; the others publish PDFs or a portal only.
- O*NET 30.3 · Jobs · US · loaded · O*NET Resource Center
- NICE Framework Components v2.2.0 · Work roles · US · loaded · NICE Framework on nist.gov
- DoD DCWF Tool v5.3 · Work roles · US · loaded · DCWF on DoD Cyber Exchange
- ISCO-08 (ILO), the hub for matching jobs across countries · Jobs · Global · planned · ILO
- ESCO v1.2.1 · Jobs · EU · planned · European Commission
- NOC 2021 · Jobs · Canada · planned · Statistics Canada
- OSCA 2024 · Jobs · Australia · planned · Australian Bureau of Statistics
- CBO · Jobs · Brazil · planned · Ministry of Labour
- CUOC 2025 · Jobs · Colombia · planned · DANE
- ROME 4.0 · Jobs · France · planned · France Travail on data.gouv.fr
- ENISA ECSF · Work roles · EU · no bulk download · ENISA
- SINCO 2019 · Jobs · Mexico · no bulk download · INEGI
- SSOC 2024 · Jobs · Singapore · no bulk download · Singapore Department of Statistics
- KSCO · Jobs · Korea · no bulk download · Statistics Korea
- NCO 2015 · Jobs · India · no bulk download · Directorate General of Employment
- Singapore Skills Framework · Work roles · Singapore · no bulk download · SkillsFuture Singapore
- Digital Skill Standards (DSS) · Work roles · Japan · no bulk download · IPA
- National Competency Standards (NCS) · Work roles · Korea · no bulk download · NCS portal
- SCyWF · Work roles · Saudi Arabia · no bulk download · National Cybersecurity Authority
- ASD Cyber Skills Framework · Work roles · Australia · no bulk download · Australian Signals Directorate
- Canadian Cyber Security Skills Framework · Work roles · Canada · no bulk download · Canadian Centre for Cyber Security
Crosswalks
Jobs will be matched across countries through ISCO-08, the International Labour Organization's classification. A shared ISCO-08 code makes two jobs a candidate match; only a published correspondence makes them equivalent.
No matches yet: matches show once a second jobs framework is loaded. Today O*NET 30.3 · US is the only one.