UK AI Job-Risk Index · SOC 2010 8234
Ranks #235 of 293 for AI exposure (1 = most exposed)
How exposed to AI are rail transport operatives?
24/100
AI exposure score (percentile of 365 UK occupations)
Low#235
of 293 UK occupations (1 = most exposed)
£47,380
median full-time pay (ONS ASHE 2020) · 9,000 employee jobs
Rail transport operatives sits in the low exposure band: its abilities overlap with current AI applications more than about 24% 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) -0.94, LLM exposure -1.08 (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 8234 (30 of 36 shown). If your job title is here, this page uses the right figures for you.
flagman · railman · shunter · pointsman · signaller · loco guard · railwayman · goods guard · loco fireman · shed fireman · ballast guard · switch keeper · train foreman · wagon sheeter · railway worker · yard inspector · capstan foreman · crossing keeper · point attendant · train inspector · railway employee · relief signalman · train controller · protection master · railway inspector · railway signalman · shunter attendant · traffic allocator · locomotive fireman · locomotive foreman
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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 £47,380 (ONS ASHE 2020 median, full-time). Switching usually needs retraining; this is a starting point, not advice.
| Occupation | Exposure | Median pay | Difference |
|---|---|---|---|
| Large goods vehicle drivers | 8/100 | £30,820 | −£16,560 |
| Mobile machine drivers and operatives n.e.c. | 10/100 | £30,463 | −£16,917 |
| Fork-lift truck drivers | 4/100 | £25,741 | −£21,639 |
| Van drivers | 13/100 | £22,654 | −£24,726 |
Occupations with similar exposure
- Animal care services occupations n.e.c. (24/100)
- Printers (24/100)
- Assemblers (vehicles and metal goods) (24/100)
- Police community support officers (25/100)
← #234 Animal care services occupations n.e.c. · #236 Printers →
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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