Climate Resilience Planner
15AI EXPOSURE TODAY15
20-YEAR SCENARIO
NOT A FORECAST55%
NOT A FORECAST55%
THE DOOR · ENTRY DIFFICULTY TODAYB
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →Skip to main content
Geography and Earth Sciences
17 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 CLASSIFIED17 of 17 total
NO MOAT8
HAS A MOAT9
MEDIAN AI EXPOSURE15 /100
Life, Physical & Social Science11 careers
Climatologist
15AI EXPOSURE TODAY15
20-YEAR SCENARIO
NOT A FORECAST60%
NOT A FORECAST60%
THE DOOR · ENTRY DIFFICULTY TODAYB
NO MOATNo physical, legal or personal barrier protects this work from software.
See the full card →Geological Surveyor
15AI EXPOSURE TODAY15
20-YEAR SCENARIO
NOT A FORECAST60%
NOT A FORECAST60%
THE DOOR · ENTRY DIFFICULTY TODAYB
NO MOATNo physical, legal or personal barrier protects this work from software.
See the full card →Geologist
15AI EXPOSURE TODAY15
20-YEAR SCENARIO
NOT A FORECAST60%
NOT A FORECAST60%
THE DOOR · ENTRY DIFFICULTY TODAYB
NO MOATNo physical, legal or personal barrier protects this work from software.
See the full card →Geophysicist
15AI EXPOSURE TODAY15
20-YEAR SCENARIO
NOT A FORECAST60%
NOT A FORECAST60%
THE DOOR · ENTRY DIFFICULTY TODAYB
NO MOATNo physical, legal or personal barrier protects this work from software.
See the full card →Hydrologist
15AI EXPOSURE TODAY15
20-YEAR SCENARIO
NOT A FORECAST63%
NOT A FORECAST63%
THE DOOR · ENTRY DIFFICULTY TODAYB
NO MOATNo physical, legal or personal barrier protects this work from software.
See the full card →Oceanographer
15AI EXPOSURE TODAY15
20-YEAR SCENARIO
NOT A FORECAST60%
NOT A FORECAST60%
THE DOOR · ENTRY DIFFICULTY TODAYB
NO MOATNo physical, legal or personal barrier protects this work from software.
See the full card →Remote Sensing Specialist
15AI EXPOSURE TODAY15
20-YEAR SCENARIO
NOT A FORECAST60%
NOT A FORECAST60%
THE DOOR · ENTRY DIFFICULTY TODAYB
NO MOATNo physical, legal or personal barrier protects this work from software.
See the full card →Volcanologist
15AI EXPOSURE TODAY15
20-YEAR SCENARIO
NOT A FORECAST60%
NOT A FORECAST60%
THE DOOR · ENTRY DIFFICULTY TODAYB
NO MOATNo physical, legal or personal barrier protects this work from software.
See the full card →Environmental Planner
22AI EXPOSURE TODAY22
20-YEAR SCENARIO
NOT A FORECAST64%
NOT A FORECAST64%
THE DOOR · ENTRY DIFFICULTY TODAYB
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →Climate Change Analyst
55AI EXPOSURE TODAY55
20-YEAR SCENARIO
NOT A FORECAST93%
NOT A FORECAST93%
THE DOOR · ENTRY DIFFICULTY TODAYC
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →Architecture & Engineering3 careers
Cartographer
15AI EXPOSURE TODAY15
20-YEAR SCENARIO
NOT A FORECAST55%
NOT A FORECAST55%
THE DOOR · ENTRY DIFFICULTY TODAYB
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →Hydrographic Surveyor
15AI EXPOSURE TODAY15
20-YEAR SCENARIO
NOT A FORECAST60%
NOT A FORECAST60%
THE DOOR · ENTRY DIFFICULTY TODAYB
PHYSICAL MOATThe work is hands-on, in the real world. Software alone can't do it.
See the full card →Land Surveyor
15AI EXPOSURE TODAY15
20-YEAR SCENARIO
NOT A FORECAST55%
NOT A FORECAST55%
THE DOOR · ENTRY DIFFICULTY TODAYB
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →Education, Training & Library3 careers
Heritage Conservation Officer
15AI EXPOSURE TODAY15
20-YEAR SCENARIO
NOT A FORECAST45%
NOT A FORECAST45%
THE DOOR · ENTRY DIFFICULTY TODAYA
RELATIONAL MOATPeople want a real person for this. That preference is the protection.
See the full card →Heritage Consultant
15AI EXPOSURE TODAY15
20-YEAR SCENARIO
NOT A FORECAST45%
NOT A FORECAST45%
THE DOOR · ENTRY DIFFICULTY TODAYA
RELATIONAL MOATPeople want a real person for this. That preference is the protection.
See the full card →Heritage Officer
15AI EXPOSURE TODAY15
20-YEAR SCENARIO
NOT A FORECAST45%
NOT A FORECAST45%
THE DOOR · ENTRY DIFFICULTY TODAYA
RELATIONAL MOATPeople want a real person for this. That preference is the protection.
See the full card →