Biological scientists

researches the effects of internal and external environmental factors on the life processes and other functions of living organisms

AI platforms such as IBM Watson and custom ML models can analyse large environmental datasets and model life-process responses, but designing experiments and contextualising results in novel conditions requires human expertise.

monitors the distribution, presence and behaviour of plants, animals and aquatic life, and performs other scientific tasks related to conservation not performed by Job holders in MINOR GROUP 215: Conservation and Environment Professionals

AI-driven tools like Wildlife Insights and acoustic monitoring AI can automate species detection and distribution mapping, significantly augmenting monitoring capacity while humans direct conservation strategy and validate findings.

studies the physical form, structure, composition and function of living organisms

AI tools like AlphaFold can predict protein structures and analyse morphological data, but experimental design, specimen handling, and interpretation of novel findings still require expert human judgment.

observes the structure of communities of organisms in the laboratory and in their natural environment

AI-powered image recognition tools (e.g., iNaturalist AI, Google Vision API) can assist with species identification and community analysis, but field observation, ecological interpretation, and in-situ judgment remain human-led.

advises farmers, medical staff and others, on the nature of field crops, livestock and produce and on the treatment and prevention of disease

AI can help prepare advisory reports or summarise research literature via tools like ChatGPT, but the contextual, relationship-based advisory role with farmers and medical staff requires human communication and trust.