Agronomist
18AI USED FOR18%moving to58%
THE DOOR, NOWB
THE DOOR, 20 YRSC
REGULATORY MOATThe law requires human oversight. That human could be you.
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Biological Sciences
32 careers in Biological 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. For 2 of them the moat, what structurally protects the job, has not been classified yet; their cards say so rather than guessing.
Biological Sciences at a glance
MOAT CLASSIFIED30 of 32 total
NO MOAT20
HAS A MOAT10
MOAT NOT YET CLASSIFIED2
MEDIAN AI EXPOSURE18 /100
Life, Physical & Social Science24 careers
Biomedical Researcher
18AI USED FOR18%moving to63%
THE DOOR, NOWB
THE DOOR, 20 YRSD
NO MOATNo physical, legal or personal barrier protects this work from software.
See the full card →Biophysicist
18AI USED FOR18%moving to63%
THE DOOR, NOWB
THE DOOR, 20 YRSD
NO MOATNo physical, legal or personal barrier protects this work from software.
See the full card →Biotechnologist
18AI USED FOR18%moving to63%
THE DOOR, NOWB
THE DOOR, 20 YRSD
NO MOATNo physical, legal or personal barrier protects this work from software.
See the full card →Biotechnology Specialist
18AI USED FOR18%moving to63%
THE DOOR, NOWB
THE DOOR, 20 YRSD
NO MOATNo physical, legal or personal barrier protects this work from software.
See the full card →Ecologist
18AI USED FOR18%moving to63%
THE DOOR, NOWB
THE DOOR, 20 YRSD
NO MOATNo physical, legal or personal barrier protects this work from software.
See the full card →Food Technologist
18AI USED FOR18%moving to63%
THE DOOR, NOWB
THE DOOR, 20 YRSD
NO MOATNo physical, legal or personal barrier protects this work from software.
See the full card →Forensic Biologist
18AI USED FOR18%moving to58%
THE DOOR, NOWB
THE DOOR, 20 YRSC
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →Geneticist
18AI USED FOR18%moving to63%
THE DOOR, NOWB
THE DOOR, 20 YRSD
NO MOATNo physical, legal or personal barrier protects this work from software.
See the full card →Laboratory Food Technicians
18AI USED FOR18%moving to58%
THE DOOR, NOWB
THE DOOR, 20 YRSC
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →Marine Biologist
18AI USED FOR18%moving to58%
THE DOOR, NOWB
THE DOOR, 20 YRSC
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →Microbiologist
18AI USED FOR18%moving to63%
THE DOOR, NOWB
THE DOOR, 20 YRSD
NO MOATNo physical, legal or personal barrier protects this work from software.
See the full card →Molecular Biologist
18AI USED FOR18%moving to63%
THE DOOR, NOWB
THE DOOR, 20 YRSD
NO MOATNo physical, legal or personal barrier protects this work from software.
See the full card →Palaeontologist
18AI USED FOR18%moving to63%
THE DOOR, NOWB
THE DOOR, 20 YRSD
NO MOATNo physical, legal or personal barrier protects this work from software.
See the full card →Wildlife Conservationist
18AI USED FOR18%moving to63%
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 →Zoologist
18AI USED FOR18%moving to63%
THE DOOR, NOWB
THE DOOR, 20 YRSD
NO MOATNo physical, legal or personal barrier protects this work from software.
See the full card →Environmental Biologist
22AI USED FOR22%moving to67%
THE DOOR, NOWB
THE DOOR, 20 YRSD
NO MOATNo physical, legal or personal barrier protects this work from software.
See the full card →Environmental Chemist
22AI USED FOR22%moving to67%
THE DOOR, NOWB
THE DOOR, 20 YRSD
NO MOATNo physical, legal or personal barrier protects this work from software.
See the full card →Environmental Consultant
22AI USED FOR22%moving to64%
THE DOOR, NOWB
THE DOOR, 20 YRSD
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →Environmental Educator
22AI USED FOR22%moving to64%
THE DOOR, NOWB
THE DOOR, 20 YRSD
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →Botanical and Horticultural Scientists
40AI USED FOR40%moving to78%
THE DOOR, NOWC
THE DOOR, 20 YRSE
NO MOATNo physical, legal or personal barrier protects this work from software.
See the full card →Crop Scientist
40AI USED FOR40%moving to78%
THE DOOR, NOWC
THE DOOR, 20 YRSE
NO MOATNo physical, legal or personal barrier protects this work from software.
See the full card →Pharmaceutical Scientist
40AI USED FOR40%moving to78%
THE DOOR, NOWC
THE DOOR, 20 YRSE
NO MOATNo physical, legal or personal barrier protects this work from software.
See the full card →Soil Scientist
40AI USED FOR40%moving to78%
THE DOOR, NOWC
THE DOOR, 20 YRSE
NO MOATNo physical, legal or personal barrier protects this work from software.
See the full card →Management2 careers
Fisheries Manager
19AI USED FOR19%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.
See the full card →Laboratory Manager
30AI USED FOR30%moving to72%
THE DOOR, NOWB
THE DOOR, 20 YRSD
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →Computer & Mathematical1 career
Biostatistician
18AI USED FOR18%moving to63%
THE DOOR, NOWB
THE DOOR, 20 YRSD
NO MOATNo physical, legal or personal barrier protects this work from software.
See the full card →Education, Training & Library1 career
Conservator
18AI USED FOR18%moving to63%
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 →Healthcare Practitioners & Technical1 career
Other Laboratory Technicians
18AI USED FOR18%moving to63%
THE DOOR, NOWB
THE DOOR, 20 YRSD
NO MOATNo physical, legal or personal barrier protects this work from software.
See the full card →Architecture & Engineering1 career
Biomedical Engineer
28AI USED FOR28%moving to73%
THE DOOR, NOWB
THE DOOR, 20 YRSD
NO MOATNo physical, legal or personal barrier protects this work from software.
See the full card →Uncategorised2 careers
These careers have no record in our AI outlook register, so there is no O*NET occupation code to group them by. Listed here rather than guessed into a category.
Biochemists and Biomedical Scientists
40AI USED FOR40%moving to78%
THE DOOR, NOWC
THE DOOR, 20 YRSE
MOAT NOT YET CLASSIFIEDA real score, but the moat is not yet classified. No claim either way.
See the full card →Climate Change Analyst
60AI USED FOR60%moving to95%
THE DOOR, NOWC
THE DOOR, 20 YRSE
MOAT NOT YET CLASSIFIEDA real score, but the moat is not yet classified. No claim either way.
See the full card →