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Traffic Enumerator

Traffic enumerators play a crucial role in shaping the future of urban transport in the UK. With the rise of smart cities and sustainable transport solutions, this career is not just about counting vehicles; it's about influencing policy and improving community living. If you are passionate about data and its impact on society, this is the career for you.

Traffic Enumerator

25

Engineering and Technology

AI IMPACT
AI EXPOSURE TODAY25
20-YEAR SCENARIO
NOT A FORECAST70%
THE DOOR · ENTRY DIFFICULTY TODAYB
STARTING PAY£18,000 - £22,000
NO MOATNo physical, legal or personal barrier protects this work from software.

THE DOOR: ENTRY DIFFICULTY TODAY, graded A (easy) to E (extremely hard). A Careermash rule-of-thumb index built from our AI exposure index and the job's moat class. It is not a forecast and not a count of job openings.

AI EXPOSURE TODAY is a Careermash index from 0 to 100 of how exposed this job's everyday tasks are to AI today. We estimate it by matching published research on how people use AI to this job, usually by keyword or subject area, and we lower it where the work is protected (for example by physical, personal or legal requirements). It is not a direct measurement of how much people in this job use AI.

AI helps here, but has not taken over
AI exposure for this job is below 50 on our index, and the day-to-day work still leans on a person to decide, check and take responsibility. Nothing formally protects this job though, so the safest move is to keep building the judgement AI cannot yet copy.