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Firm Investments in Artificial Intelligence Technologies and Changes in Workforce Composition
Published on 2022-09-0898 Views
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Presentation
Firm Investments in Artificial Intelligence Technologies and Changes in Workforce Composition00:00
Motivation02:15
AI Investments and Changes in Workforce Composition and Organization03:13
This Paper05:44
Preview of Findings07:10
Contribution to the Literature08:41
Data10:23
Measuring AI-skilled Human Capital - 114:16
Measuring AI-skilled Human Capital - 217:06
Some Skills Have High Overlap with AI-specific Skills - 118:16
Some Skills Have High Overlap with AI-specific Skills - 218:57
Measuring AI-skilled Human Capital20:01
Explosion in Artificial Intelligence (AI) Investments over Past 10 Years24:17
Cognism Resume Data: Strengths25:24
Workforce Organization: Hierarchical Levels in Worker Resumes28:28
HierarchicalLevelsinWorkerResumes - 133:44
HierarchicalLevelsinWorkerResumes - 234:12
Majors(oftheMostRecentDegree)inWorkerResumes34:52
DistributionofHierarchicalLevelsbyIndustrySector 36:23
DistributionofWorkers’EducationLevelsbyIndustrySector36:43
DistributionofWorkers’MajorsbyIndustrySector37:33
Firms’ AI Investments and Changes in Workforce Composition and Organization37:50
Firms’ AI Investments and Changes in Firm Organization40:24
Firms’AIInvestmentsandChangesinWorkerEducationLevels42:00
Firms’AIInvestmentsandChangesinWorkerMajors43:57
Firms’ AI Investments and Changes in Required Skills - 144:55
Firms’ AI Investments and Changes in Required Skills - 244:58
Firms’ AI Investments and Changes in Required Skills - 349:23
Firms’ AI Investments and Changes in Workforce Composition51:01
Conclusion57:05