Biological Technicians
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Assist biological and medical scientists. Set up, operate, and maintain laboratory instruments and equipment, monitor experiments, collect data and samples, make observations, and calculate and record results. May analyze organic substances, such as blood, food, and drugs.
The occupation "Biological Technicians" has an automation risk of 56.5%, which closely aligns with its base risk of 57.4%. This moderate risk reflects both the structured and repetitive aspects of the role as well as the scientific and analytical tasks that require more human judgment. Biological technicians frequently perform tasks that are highly routine and well-documented, making them susceptible to automation advancements. The increasing capabilities of laboratory automation equipment, robotics, and sophisticated data collection tools mean that many of the day-to-day processes can be carried out with minimal human intervention. Thus, as technology progresses, a significant portion of this occupation's workload can be absorbed by machines and automated systems. The top three most automatable tasks for biological technicians further highlight this susceptibility. Key functions such as conducting or assisting in research, collecting samples, and using computers or computer-interfaced equipment are highly structured and governed by procedural logic. These activities are already being augmented by robotics and laboratory information management systems, minimizing manual input. Additionally, monitoring and recording experimental data is a routine, repetitive process that machines and specialized software can handle efficiently and with fewer errors. The inherent predictability of these tasks makes them prime candidates for further automation, directly impacting the overall risk level. However, some tasks remain resistant to automation, acting as bottlenecks in the full replacement of human workers in this field. The most resistant activities—measuring or weighing compounds, examining specimens for disease, and conducting standardized laboratory tests—require a level of dexterity, observational skill, and scientific judgment that current AI and robotic technologies struggle to replicate. Tasks involving nuanced interpretation, minute manual manipulations, and troubleshooting unpredictable outcomes are less amenable to automation. Furthermore, the occupation demonstrates a dependency on originality, albeit at a relatively low level (2.9% to 3.1%), suggesting some tasks require creative or customized problem-solving. These skill and judgment requirements will continue to slow down the complete automation of biological technicians' work, balancing out the high automatable task share and keeping the risk just above the halfway mark.