HGV driver
65Fairly safeProvisional C/C+E licence, medical, theory and practical tests, plus Driver CPC.
See hgv driver jobs →Will AI replace logistics coordinators?
Likely.
Route planning, scheduling and shipping paperwork are exactly what optimisation software and AI do well.
AI-proof score
28/100
At risk
AI can already do much of this work.
Easy to automateNeeds a human
Our estimate from published research, not a prediction about you or any employer. How we score jobs
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Safer jobs to look at
Realistic moves from logistics / transport planner into work that’s much harder to automate.
Operations manager
65Fairly safeUsually by working up through the business. Leadership apprenticeships are common.
See operations manager jobs →Site manager
79Fairly safeUsually from a trade or a construction management degree, plus SMSTS and a CSCS card.
See site manager jobs →Why it scores 28
Six ratings feed the score. Four protect a job from AI and two expose it. How we score jobs
- Hands-onProtects
Skilled physical work in the real world
- Unpredictable settingsProtects
Every site, home or patient is different
- Human touchProtects
Trust, care or persuasion face to face
- AccountabilityProtects
Licensed or high-stakes — someone has to sign it off
- Screen-basedExposes
Work done on a computer with text, data or images
- RoutineExposes
Repeatable, rules-based tasks
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