Telecoms & fibre engineer
75Fairly safeMany employers train new starters from scratch. A driving licence helps.
See telecoms & fibre engineer jobs →Will AI replace DevOps engineers?
Likely.
AI agents are automating infrastructure work. Owning reliability when things break keeps senior people needed.
AI-proof score
37/100
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
Share your result
Know someone worried about their job? Send them this.
Safer jobs to look at
Realistic moves from devops / cloud engineer into work that’s much harder to automate.
Field service engineer
81Very safeEngineering apprenticeship or experience as a technician, plus a driving licence.
See field service engineer jobs →Electrician
86Very safeLevel 3 electrical apprenticeship (around 3–4 years) plus the AM2 assessment.
See electrician jobs →Why it scores 37
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
Loading jobs…