Ride-hailing and digital dispatch
Apps can change how passengers find drivers, how trips are assigned and how fares are managed.
Transportation & Logistics occupation
Taxi driving may be affected by automated-driving systems, digital dispatch and other transport technologies. We cannot currently calculate a reliable Exposure Index for this occupation using the same method as our other jobs, so this page focuses on the technology changes that may matter instead.
AI & automation exposure index
We don’t currently have enough compatible data to score this job using the same model as our other occupations. However, automated driving and digital dispatch are actively reshaping passenger transport.
Technology to watch
Automated-driving systems could change how some passenger transport work is performed. The real-world effect on taxi drivers will depend on safety, regulation, infrastructure, cost, operating area and how quickly autonomous vehicles are adopted.
Source: U.S. Department of Transportation
This evidence is shown as technology context. It does not create or estimate an Exposure Index for Taxi Drivers.
Apps can change how passengers find drivers, how trips are assigned and how fares are managed.
Navigation systems can assist with route choice, traffic information and trip planning.
Modern vehicles may assist with braking, lane keeping, parking and other parts of driving.
Digital fare systems can automate parts of payment and receipt handling.
Fleet systems can help operators coordinate vehicles, trip requests and maintenance information.
These are occupation characteristics, not a numeric Human Reliance score.
Your work may differ
Two taxi drivers may work in very different environments. Answer 7 quick questions to see how your day-to-day driving tasks compare.
Our Exposure Index uses the same standardized occupational ratings for every job so results can be compared fairly. Some of the ratings needed for Taxi Drivers are not available in the current source data. Rather than guess or substitute an unverified proxy score, we leave the index unavailable.
This does not mean taxi driving has no automation exposure.
For occupations with compatible data, we evaluate digital work, repeatable activities, physical automation, and human skills, then compare each job against the complete occupation dataset. Taxi Drivers is left unscored because the required compatible ratings are incomplete in the source data.
O*NET-SOC: 53-3054.00
Career category: Transportation & Logistics
Typical education: Unavailable
Occupation and task source: O*NET, U.S. Department of Labor.
This product includes information from the O*NET 31.0 Database by the U.S. Department of Labor, Employment and Training Administration (USDOL/ETA), used under the CC BY 4.0 license. Toolsyte has modified and scored some information; USDOL/ETA has not approved, endorsed, or tested these modifications. O*NET® is a trademark of USDOL/ETA.