Building Cleaning Workers, All Other

Robotic cleaning machines like Avidbots Neo and Tennant T7AMR can autonomously clean large commercial floors, directly competing with routine floor cleaning work. Cleaning complex or irregular spaces, managing equipment around human activity, handling spills and incidents, and cleaning sensitive environments like healthcare facilities or private homes still require human workers. Through 2027 robotic cleaning will displace a meaningful portion of large-venue floor cleaning jobs, but the diversity of building cleaning contexts ensures significant sustained demand for human workers.