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

51
Jobs
82
Tasks
69%
Avg Risk
Common Examples:
Schedule meetings
Organize files
Maintain records

Tasks involving analyzing, researching, and processing data or information

68
Jobs
108
Tasks
61%
Avg Risk
Common Examples:
Research topics
Analyze data
Process information

Tasks involving writing, communication, presentation, and documentation

40
Jobs
53
Tasks
58%
Avg Risk
Common Examples:
Write reports
Create presentations
Email correspondence

Software development, coding, and technical system work

36
Jobs
53
Tasks
62%
Avg Risk
Common Examples:
Write code
Debug programs
Develop software

Job-specific technical tasks requiring specialized knowledge or skills

47
Jobs
82
Tasks
56%
Avg Risk
Common Examples:
Operate equipment
Technical maintenance
Specialized procedures

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

29
Jobs
33
Tasks
58%
Avg Risk
Common Examples:
Evaluate options
Make decisions
Solve problems

Tasks involving creativity, design, innovation, and artistic work

16
Jobs
19
Tasks
55%
Avg Risk
Common Examples:
Create designs
Develop concepts
Artistic work

Leading teams, managing people, and interpersonal interactions

23
Jobs
28
Tasks
53%
Avg Risk
Common Examples:
Lead teams
Manage people
Conduct meetings

Tasks that don't fit into specific categories

26
Jobs
42
Tasks
72%
Avg Risk
Common Examples:
Miscellaneous duties
Varied responsibilities
Flexible tasks

Category Analysis

How different task types are affected by AI automation

Highest Automation Risk

📝
Other Tasks
26 jobs, 42 tasks
72%
📋
Administrative Tasks
51 jobs, 82 tasks
69%
💻
Programming & Development
36 jobs, 53 tasks
62%
📊
Information Processing
68 jobs, 108 tasks
61%
✍️
Writing & Communication
40 jobs, 53 tasks
58%

Most Common Task Types

📊
Information Processing
68 jobs affected
108 tasks
📋
Administrative Tasks
51 jobs affected
82 tasks
⚙️
Technical & Specialized
47 jobs affected
82 tasks
✍️
Writing & Communication
40 jobs affected
53 tasks
💻
Programming & Development
36 jobs affected
53 tasks

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