Task Categories

Understanding how different types of work tasks are impacted by AI automation across industries and job roles.

Routine administrative functions like scheduling, organizing, filing, and record-keeping

52
Jobs
89
Tasks
70%
Avg Risk
Common Examples:
Schedule meetings
Organize files
Maintain records

Tasks involving analyzing, researching, and processing data or information

37
Jobs
62
Tasks
73%
Avg Risk
Common Examples:
Research topics
Analyze data
Process information

Tasks involving writing, communication, presentation, and documentation

26
Jobs
35
Tasks
64%
Avg Risk
Common Examples:
Write reports
Create presentations
Email correspondence

Software development, coding, and technical system work

20
Jobs
27
Tasks
73%
Avg Risk
Common Examples:
Write code
Debug programs
Develop software

Job-specific technical tasks requiring specialized knowledge or skills

20
Jobs
33
Tasks
64%
Avg Risk
Common Examples:
Operate equipment
Technical maintenance
Specialized procedures

Tasks requiring evaluation, assessment, decision-making, and problem-solving

22
Jobs
34
Tasks
63%
Avg Risk
Common Examples:
Evaluate options
Make decisions
Solve problems

Tasks involving creativity, design, innovation, and artistic work

8
Jobs
11
Tasks
59%
Avg Risk
Common Examples:
Create designs
Develop concepts
Artistic work

Leading teams, managing people, and interpersonal interactions

14
Jobs
26
Tasks
52%
Avg Risk
Common Examples:
Lead teams
Manage people
Conduct meetings

Tasks that don't fit into specific categories

33
Jobs
57
Tasks
68%
Avg Risk
Common Examples:
Miscellaneous duties
Varied responsibilities
Flexible tasks

Category Analysis

How different task types are affected by AI automation

Highest Automation Risk

📊
Information Processing
37 jobs, 62 tasks
73%
💻
Programming & Development
20 jobs, 27 tasks
73%
📋
Administrative Tasks
52 jobs, 89 tasks
70%
📝
Other Tasks
33 jobs, 57 tasks
68%
✍️
Writing & Communication
26 jobs, 35 tasks
64%

Most Common Task Types

📋
Administrative Tasks
52 jobs affected
89 tasks
📊
Information Processing
37 jobs affected
62 tasks
📝
Other Tasks
33 jobs affected
57 tasks
✍️
Writing & Communication
26 jobs affected
35 tasks
🔍
Analysis & Decision Making
22 jobs affected
34 tasks

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