Climate Change Analyst
55AI CAN DO55%moving to93%
THE DOOR, NOWC
THE DOOR, 20 YRSD
STARTING PAY£28,000 - £34,000
REGULATORY MOATThe law requires human oversight. That human could be you.
CAREERMASH (EN)FROM NURSING AND MIDWIFERY →
Climate Change Analyst
Climate change analysts study information about the environment and make predictions about how the planet will change. They help governments and businesses plan what to do about global warming.
AI is doing more of the routine, the core still needs you
AI already handles a lot of the day-to-day output here, but the law requires human oversight. That human could be you. That part is not going away. Get fluent with the tools, and lean hard into the part of the job that structurally needs a person.
How this job changes over time
Our best estimates, shown as ranges and grades, not exact predictions.
| WHAT CHANGES | Now | 5 yrs | 10 yrs | 20 yrs |
|---|---|---|---|---|
| Tasks AI can do | 55% | 70% | 83% | 93% |
| Number of jobs | 95-100% | 85-95% | 70-90% | 50-80% |
| How hard to get in | C - hard | C - hard | D - very hard | D - very hard |
| Job security | Strong | Strong | Holding | Law's call |
Right now, AI can already do about 55% of the day-to-day work in this job, and by 20 years from now that could be around 93%. There are likely to be fewer of these jobs over time, very roughly 50-80% of the 2024 number, 20 years out. Getting your first job here is moderately hard today, and it looks set to get harder. The law requires human oversight. That human could be you.
What happens, and when
WITHIN 5 yrs
Strong
AI can already do about 70% of this job at this horizon, and the number of these roles is projected at roughly 85-95% of the 2024 total. Getting in is graded C - hard, and job security here is rated Strong.
WITHIN 10 yrs
Holding
AI can already do about 83% of this job at this horizon, and the number of these roles is projected at roughly 70-90% of the 2024 total. Getting in is graded D - very hard, and job security here is rated Holding.
WITHIN 20 yrs
Law's call
AI can already do about 93% of this job at this horizon, and the number of these roles is projected at roughly 50-80% of the 2024 total. Getting in is graded D - very hard, and job security here is rated Law's call.
The honest bottom line: AI will keep taking on more of the routine output here, but the law requires human oversight. That human could be you. That is what keeps this job valuable once the easy work moves to software. Get fluent with the tools, and make sure you are the one holding the part that cannot be automated away.
How to aim for this career
1
Head for the licence
A professional qualification or registration is the real protection here. Find out which body governs this career and start working towards what it requires.
2
Get comfortable being accountable
Practise explaining decisions clearly and owning the outcome. Being the person who signs off is the actual job.
3
Use AI as a second opinion
AI can draft and check work, but someone has to be legally responsible for it. Build the judgement to catch what it gets wrong.
Careers that use similar skills, and hold
Worth a look if you like the sound of this path. Each one has something this job does not: a moat.
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Sources: exposure figures from Anthropic labour market research (2026), observed real-world AI usage by occupation. Job-security forecast from OpenAI, "The AI Jobs Transition Framework" (Richmond, 2026, OpenAI Economic Research), CC BY 4.0. Grades and verdicts are Careermash editorial judgment: we show forecasts as forecasts and own our conclusions.