Geography and Earth Sciences

19 careers in Geography and Earth Sciences, ranked safest first: the career with the lowest AI exposure score, meaning the smallest share of its day-to-day work AI can already do, is at the top.

Geography and Earth Sciences at a glance
MOAT CLASSIFIED19 of 19 total
NO MOAT9
HAS A MOAT10
MEDIAN AI EXPOSURE15 /100

Life, Physical & Social Science9

Geological Surveyor

15

Geography and Earth Sciences

AI IMPACT
AI CAN DO15%moving to60%
THE DOOR, NOWB
THE DOOR, 20 YRSD
NO MOATNo physical, legal or personal barrier protects this work from software.
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Remote Sensing Specialist

15

Geography and Earth Sciences

AI IMPACT
AI CAN DO15%moving to60%
THE DOOR, NOWB
THE DOOR, 20 YRSD
NO MOATNo physical, legal or personal barrier protects this work from software.
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Geological Surveyor

15

Geography and Earth Sciences

AI IMPACT
AI CAN DO15%moving to60%
THE DOOR, NOWB
THE DOOR, 20 YRSD
NO MOATNo physical, legal or personal barrier protects this work from software.
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Geophysicist

15

Geography and Earth Sciences

AI IMPACT
AI CAN DO15%moving to60%
THE DOOR, NOWB
THE DOOR, 20 YRSD
NO MOATNo physical, legal or personal barrier protects this work from software.
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Hydrologist

15

Geography and Earth Sciences

AI IMPACT
AI CAN DO15%moving to60%
THE DOOR, NOWB
THE DOOR, 20 YRSD
NO MOATNo physical, legal or personal barrier protects this work from software.
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Climatologist

15

Geography and Earth Sciences

AI IMPACT
AI CAN DO15%moving to60%
THE DOOR, NOWB
THE DOOR, 20 YRSD
NO MOATNo physical, legal or personal barrier protects this work from software.
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Oceanographer

15

Geography and Earth Sciences

AI IMPACT
AI CAN DO15%moving to60%
THE DOOR, NOWB
THE DOOR, 20 YRSD
NO MOATNo physical, legal or personal barrier protects this work from software.
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Volcanologist

15

Geography and Earth Sciences

AI IMPACT
AI CAN DO15%moving to60%
THE DOOR, NOWB
THE DOOR, 20 YRSD
NO MOATNo physical, legal or personal barrier protects this work from software.
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Environmental Planner

22

Geography and Earth Sciences

AI IMPACT
AI CAN DO22%moving to64%
THE DOOR, NOWB
THE DOOR, 20 YRSD
REGULATORY MOATThe law requires human oversight. That human could be you.
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Architecture & Engineering4

Building Information Modelling Specialist

15

Geography and Earth Sciences

AI IMPACT
AI CAN DO15%moving to60%
THE DOOR, NOWB
THE DOOR, 20 YRSD
NO MOATNo physical, legal or personal barrier protects this work from software.
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Hydrographic Surveyor

15

Geography and Earth Sciences

AI IMPACT
AI CAN DO15%moving to60%
THE DOOR, NOWB
THE DOOR, 20 YRSC
PHYSICAL MOATThe work is hands-on, in the real world. Software alone can't do it.
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Land Surveyor

15

Geography and Earth Sciences

AI IMPACT
AI CAN DO15%moving to55%
THE DOOR, NOWB
THE DOOR, 20 YRSC
REGULATORY MOATThe law requires human oversight. That human could be you.
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Cartographer

35

Geography and Earth Sciences

AI IMPACT
AI CAN DO35%moving to77%
THE DOOR, NOWB
THE DOOR, 20 YRSD
REGULATORY MOATThe law requires human oversight. That human could be you.
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Education, Training & Library3

Heritage Conservation Officer

15

Geography and Earth Sciences

AI IMPACT
AI CAN DO15%moving to45%
THE DOOR, NOWA
THE DOOR, 20 YRSB
RELATIONAL MOATPeople want a real person for this. That preference is the protection.
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Heritage Consultant

15

Geography and Earth Sciences

AI IMPACT
AI CAN DO15%moving to45%
THE DOOR, NOWA
THE DOOR, 20 YRSB
RELATIONAL MOATPeople want a real person for this. That preference is the protection.
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Public History Specialist

15

Geography and Earth Sciences

AI IMPACT
AI CAN DO15%moving to45%
THE DOOR, NOWA
THE DOOR, 20 YRSB
RELATIONAL MOATPeople want a real person for this. That preference is the protection.
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Management2

Landscaping and Gardening/Grounds Keeping Services Manager

19

Geography and Earth Sciences

AI IMPACT
AI CAN DO19%moving to64%
THE DOOR, NOWB
THE DOOR, 20 YRSC
PHYSICAL MOATThe work is hands-on, in the real world. Software alone can't do it.
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Facilities Manager

30

Geography and Earth Sciences

AI IMPACT
AI CAN DO30%moving to72%
THE DOOR, NOWB
THE DOOR, 20 YRSD
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →

Healthcare Practitioners & Technical1

Hypnotherapist

15

Geography and Earth Sciences

AI IMPACT
AI CAN DO15%moving to60%
THE DOOR, NOWB
THE DOOR, 20 YRSC
PHYSICAL MOATThe work is hands-on, in the real world. Software alone can't do it.
See the full card →
Careermash

Careermash: navigate your career path with real data. Explore career profiles, salary benchmarks, AI impact forecasts, and the qualifications you need to get there.


AI EXPOSURE = the share of a job's day-to-day tasks AI can already do today, from the same exposure engine used across this site (Anthropic labour market research, 2026, observed real-world AI usage by occupation). Higher means more exposed. It is a measurement of now, not a prediction. THE DOOR = how hard the job is to get into, grade A (easy) to E (extremely hard), from each career's published forecast (OpenAI, "The AI Jobs Transition Framework", Richmond 2026, CC BY 4.0). A card marked MOAT NOT YET CLASSIFIED has a real exposure score but no entry yet in our moat register, so we make no claim about what structurally protects it. Scorecard grades and verdicts are Careermash editorial judgment: we show forecasts as forecasts and own our conclusions. Salary and pathway figures are each career's own published profile. Careermash is a service provided by What School Ltd.

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