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AI Risk Comparison

Mathematicians vs Document Management Specialists

Compare AI replacement risk, automatable work, resilient skills, and potential career pivots for both occupations.

Safer role
Mathematicians
Higher risk
Document Management Specialists
Risk gap
1 points
TechnologyO*NET: 15-2021.00

Mathematicians

Conduct research in fundamental mathematics or in application of mathematical techniques to science, management, and other fields. Solve problems in various fields using mathematical methods.

AI Risk Score

48/100
Medium

Moderate risk: AI can reshape important parts of the role.

Automation factors

  • Conduct research to extend mathematical knowledge in traditional areas, such as algebra, geometry, probability, and logic.
  • Analyzing Data or Information
  • Updating and Using Relevant Knowledge
  • Processing Information

Top skills

Mathematics5.00/5
Critical Thinking4.12/5
Reading Comprehension4.00/5
Active Learning4.00/5
Complex Problem Solving4.00/5

Recommended career pivots

Data Scientists8/100Physicists48/100Statisticians67/100Computer and Information Research Scientists50/100Mathematical Science Teachers, Postsecondary34/100
TechnologyO*NET: 15-1299.03

Document Management Specialists

Implement and administer enterprise-wide document management systems and related procedures that allow organizations to capture, store, retrieve, share, and destroy electronic records and documents.

AI Risk Score

49/100
Medium

Moderate risk: AI can reshape important parts of the role.

Automation factors

  • Assist in determining document management policies to facilitate efficient, legal, and secure access to electronic content.
  • Assist in the development of document or content classification taxonomies to facilitate information capture, search, and retrieval.
  • Implement electronic document processing, retrieval, and distribution systems in collaboration with other information technology specialists.
  • Working with Computers
  • Evaluating Information to Determine Compliance with Standards

Top skills

Reading Comprehension3.88/5
Active Listening3.75/5
Writing3.75/5
Critical Thinking3.75/5
Monitoring3.62/5

Recommended career pivots

Management Analysts35/100Computer Systems Analysts44/100Database Administrators53/100Health Information Technologists and Medical Registrars4/100Medical Records Specialists13/100

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