How Exposed Are UK Jobs to Generative AI? Developing and Applying a Novel Task-Based Index

Paper · arXiv 2507.22748 · Published July 30, 2025
Work Application Use Cases

|Table 1: Task Categories Task Category|Descriptors (In your job, how important is…)| |Manual|Carrying, pushing or pulling heavy objects 

Working for long periods on physical activities 

Mending, repairing, assembling, constructing or adjusting things 

Knowledge of how to use or operate tools, equipment or machinery| |Cognitive| |Reading|Reading written information such as forms, notices or signs 

Reading short documents such as short reports, letters or emails 

Reading long documents such as long reports, manuals, articles or books| |Writing|Writing material such as forms, notices or signs 

Writing short documents 

Writing long documents with correct spelling and grammar| |Numeracy|Adding, subtracting, multiplying or dividing numbers 

Calculations using decimals, percentages or fractions 

Calculations using more advanced mathematical or statistical procedures| |Planning and Organising|Planning your own activities 

Planning the activities of others 

Organising one's own time 

Thinking ahead 

Developing plans to put new ideas into practice| |Expertise and Innovation|Specialist knowledge or understanding 

Keeping up-to-date with and applying new knowledge to your job 

Developing new or improved work processes, products or services| |Problem Analysis|Spotting problems or faults 

Working out the cause of problems or faults 

Thinking of solutions to problems 

Analysing complex problems in depth| |Interpersonal| |Professional Communication|Instructing, training or teaching people, individually or in groups 

Making speeches or presentations 

Persuading or influencing others| |Client Interaction|Dealing with people 

Counselling, advising or caring for customers or clients 

Selling a product or service 

Knowledge of particular products or services| |Collaboration|Working with a team of people 

Listening carefully to colleagues 

Cooperating with colleagues| |Emotion and Impression|Managing your own feelings 

Handling the feelings of other|