UK AI Job-Risk Index · SOC 2010 8231
Ranks #221 of 293 for AI exposure (1 = most exposed)
How exposed to AI are train and tram drivers?
29/100
AI exposure score (percentile of 365 UK occupations)
Low#221
of 293 UK occupations (1 = most exposed)
£55,882
median full-time pay (ONS ASHE 2020) · 28,000 employee jobs
Train and tram drivers sits in the low exposure band: its abilities overlap with current AI applications more than about 29% of the 365 UK occupations the Department for Education scored. Lower exposure usually means more of the work depends on physical, practical or in-person abilities that current AI applications do not cover well. It does not mean the job will be untouched by technology.
Underlying scores: AIOE (all AI) -0.79, LLM exposure -1.12 (standardised; 0 is the average occupation). Skill level: Level 2. Pay and job counts are 2020 figures, so use them to compare occupations rather than as current salaries.
Job titles in this occupation
Titles the ONS SOC 2010 coding index places in unit group 8231. If your job title is here, this page uses the right figures for you.
loco driver · tram driver · train driver · shunter driver · train operator · locomotive driver
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Lower-risk related jobs
Occupations in the same SOC 2010 sub-major group with a lower AI exposure score, highest-paid first. Pay difference is against £55,882 (ONS ASHE 2020 median, full-time). Switching usually needs retraining; this is a starting point, not advice.
| Occupation | Exposure | Median pay | Difference |
|---|---|---|---|
| Rail transport operatives | 24/100 | £47,380 | −£8,502 |
| Crane drivers | 26/100 | £40,002 | −£15,880 |
| Large goods vehicle drivers | 8/100 | £30,820 | −£25,062 |
| Mobile machine drivers and operatives n.e.c. | 10/100 | £30,463 | −£25,419 |
| Fork-lift truck drivers | 4/100 | £25,741 | −£30,141 |
Occupations with similar exposure
- Taxi and cab drivers and chauffeurs (29/100)
- Print finishing and binding workers (28/100)
- Water and sewerage plant operatives (28/100)
- Nursing auxiliaries and assistants (27/100)
← #220 Other skilled trades n.e.c. · #222 Taxi and cab drivers and chauffeurs →
Source: Department for Education (2023), The impact of AI on UK jobs and training (AIOE scores); ONS ASHE 2020 Table 14; job titles from the ONS SOC 2010 coding index (v7). Exposure is not a prediction of job loss. Methodology · Embed this data
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