Robotaxis and the ride-hail workforce
Where driverless rides are live, what state law allows, and what it is already doing to driver pay, metro by metro. For drivers, workforce boards and policymakers.
Data verified Oct 10, 2026 · 23 metros · 50 states + DC · robotaxi status moves monthly, so recheck before relying on a row
- Waymo paid rides per week, with a 1M target by year-end
- 500K+
- Waymo, Sep 2026
- US metros with paid driverless rides open to the public
- 15
- Waymo 14 · Zoox adds Las Vegas
- Driver hourly pay in the four oldest AV cities, vs +1.0% elsewhere
- −3.8 to −6.9%
- Gridwise, Jul 2024–Jul 2025
- States whose law authorizes driverless operation
- 26
- Massachusetts is not one
Rideshare drivers are the one frontline workforce with no official wage, turnover or headcount series, and the first to meet full automation. This page extends our Frontline & Gig Workforce Map to that group, with every number sourced.
Look up a metro
Defaults to Boston. Pick any city on the map or below.
Boston
Blocked or contestedNo state law for driverless operation. Competing state bills: S2379/H3634 (industry) would license driverless cars and bar city bans; H3669/S2393 (unions) would require a human operator. A union-backed city ordinance also awaits a vote. Waymo says its Boston cars keep human drivers until a law passes.
- Crossover (CleoHR estimate)
- 2034–37
- Driver hourly pay, 1 yr
- Not measured
- Operators
- Waymo mapping and supervised testing
- Robotaxi share
- —
- Airport service
- —
- State law (MA)
- No statute; MassDOT testing agreements require a human test driver
Crossover = the year range when robotaxis likely carry most ride-hail trips in that metro. It is an illustrative CleoHR estimate from launch date, operators, state law and the share already reached in San Francisco and Phoenix, not a published forecast.
Where robotaxis can run
States are shaded by what their law says. Dots are metros: filled, hollow or dashed by robotaxi status. Hover or tap a state for its rules and its metros, and choose a metro there to load it above.
Tap any state for its rules.
Driverless law
- Driverless authorized (26)
- Testing only, human aboard (6)
- Trucks only (1)
- Law is silent (14)
- Not confirmed (4)
Metros
- Paid driverless rides
- Testing or announced
- Blocked or contested
How to read it
Choose a state
Tap or hover any state for its rules and its metros.
Law decides whether a city can launch at all. Every metro with paid driverless rides sits in a state whose law authorizes it. California and Nevada add permits; most others let operators self-certify.
- Paid driverless metros15
- Testing or announced6
- Blocked or contested2
Northeast states mostly have no driverless statute or require a human aboard, which is why Boston and New York lag the Sun Belt.
States in each band
Driverless law
- Driverless authorized (26)
- Alabama, Arizona, Arkansas, California, Colorado, Florida, Georgia, Iowa, Kansas, Kentucky, Michigan, Mississippi, Montana, Nebraska, Nevada, New Hampshire, New Mexico, North Carolina, North Dakota, Oklahoma, Pennsylvania, South Dakota, Tennessee, Texas, Utah, West Virginia
- Testing only, human aboard (6)
- Connecticut, District of Columbia, Hawaii, New York, Vermont, Washington
- Trucks only (1)
- Louisiana
- Law is silent (14)
- Alaska, Delaware, Idaho, Illinois, Maryland, Massachusetts, Minnesota, Missouri, Oregon, Rhode Island, South Carolina, Virginia, Wisconsin, Wyoming
- Not confirmed (4)
- Indiana, Maine, New Jersey, Ohio
Can cities set rules?
- State limits city rules (20)
- Alabama, Arizona, Arkansas, Colorado, Florida, Iowa, Kansas, Kentucky, Mississippi, Nebraska, New Hampshire, New Mexico, North Carolina, Oklahoma, Pennsylvania, South Dakota, Tennessee, Texas, Utah, West Virginia
- Cities can set their own rules (31)
- Alaska, California, Connecticut, Delaware, District of Columbia, Georgia, Hawaii, Idaho, Illinois, Indiana, Louisiana, Maine, Maryland, Massachusetts, Michigan, Minnesota, Missouri, Montana, Nevada, New Jersey, New York, North Dakota, Ohio, Oregon, Rhode Island, South Carolina, Vermont, Virginia, Washington, Wisconsin, Wyoming
Arrow keys move between states, Home and End go to the first and last. The panel after the map lists each state's metros.
Massachusetts: best-protected drivers, no robotaxi law
Massachusetts drivers have the strongest pay floor in the country and a union. None of it covers a car with no driver, and state law has no path for driverless service yet.
- Minimum pay per engaged hour for Uber and Lyft drivers, since Jan 15, 2026
- $34.48
- App Drivers Union members, organized after the 2024 ballot measure
- ~70,000
- Living wage for a single adult in Massachusetts (MIT, 2026)
- $31.82
- Driverless statutes. Testing runs under MassDOT agreements with a human driver
- 0
- The floor protects pay per engaged hour, not hours. Robotaxis cut the number of rides, so a guaranteed rate on fewer engaged hours still means less income.
- Benefits scale with hours too. The full health stipend ($405/month) needs 25+ hours a week; drivers squeezed below 15 lose it entirely.
- Two state bills point in opposite directions. S2379/H3634, backed by Waymo, would license driverless cars and stop cities from banning them. H3669/S2393, backed by unions, would require a human operator. We found no final vote on either as of October 2026.
- Boston's proposed ordinance would require a jobs-impact study and a human operator before driverless service. The council postponed its vote in late 2025 for more hearings, and we found no vote since. Today Massachusetts does not limit city rules, which the industry bill would change.
- The window is now. On our estimate Boston has until roughly 2034–37 before robotaxis carry most trips, which is time to measure the workforce and build transition paths first.
What robotaxis do to a driver’s pay
Set a driver’s hours and pay, then how much of local ride-hail the robotaxis carry. The model is deliberately simple; the defaults reproduce what Gridwise measured in San Francisco.
Where drivers can go next
National median wages for the frontline jobs closest to driving, from our Frontline & Gig Workforce Map, against the $21.18/hr median rideshare gross. Gross driver pay is before car costs, so a W-2 role near $18 is roughly even on take-home.
| Role | Median wage | vs driver gross | What carries over from driving | Usually needed | Outlook to 2035 |
|---|---|---|---|---|---|
| Construction laborers & helpers | $22.44/hr | +$1.26 | Physical stamina, reliability, own transport to sites | OSHA 10/30 | Up 6% |
| Customer service representatives | $21.53/hr | +$0.35 | De-escalation, handling riders, app literacy | CRM tools | Down 5% |
| Hand laborers & material movers (warehouse) | $18.38/hr | −$2.80 | Routing apps, time discipline, independent work | Forklift cert. (OSHA) | Up 4% |
| Security guards | $17.82/hr | −$3.36 | Background check already cleared, situational awareness | State guard license | Up 8% |
| Home health & personal care aides | $17.21/hr | −$3.97 | Own car, navigation, one-on-one service to clients at home | HHA/CNA cert., CPR | Up 18% |
| Delivery & courier (gig) | $14.07/hr | −$7.11 | Same apps, same car; least affected by robotaxis near term | Nothing new | Not tracked |
| AV fleet operations (depot, charging, remote assist) | No public data | — | Vehicle care, city knowledge, safety record | Background check, clean driving record | New, growing with fleets |
The median driver’s gross, $21.18/hr. About $18.18 net, after $3.00/hr of car costs.
Wages: BLS OEWS May 2025 via the CleoHR Workforce Map. AV fleet roles (depot, charging, cleaning, remote assistance, roadside response) have no public wage series yet.
Driving now?
A Work Passport keeps your ID check, background screening and work history in one place you own, so the next employer can hire you without starting over.
All tracked metros
Sortable and searchable. Tap a row to load it into the lookup.
23 metros, sorted by status, paid first
| Operators | Robotaxi share | Airport | |||||
|---|---|---|---|---|---|---|---|
| GA | Paid driverless rides | Waymo (via Uber); May Mobility (via Lyft, safety operator) | 2025 | Not published | Not measured | Not yet | 2030–31 |
| TX | Paid driverless rides | Waymo (via Uber); Tesla unsupervised | 2025 | Not published | −5.3% | Not yet | 2029–30 |
| TX | Paid driverless rides | Waymo; Tesla unsupervised; Avride (via Uber) | 2026 | Not published | Not measured | Not yet | 2030–32 |
| CO | Paid driverless rides | Waymo (Ojai minivans) | 2026 | Not published | Not measured | Not yet | 2031–33 |
| TX | Paid driverless rides | Waymo; Tesla unsupervised; Zoox testing | 2026 | Not published | Not measured | Not yet | 2030–32 |
| NV | Paid driverless rides | Zoox (paid since Aug 2026, also on Uber); Waymo driverless for employees; Tesla preparing | 2026 | Not published | Not measured | Zoox testing at Harry Reid | 2030–32 |
| CA | Paid driverless rides | Waymo; Zoox via Uber planned mid-2027 | 2024 | ~15% of bookings (Jun 2026) | −4.7% | Not yet | 2029–30 |
| FL | Paid driverless rides | Waymo; Tesla unsupervised (since Jul 2026) | 2026 | Not published | Not measured | Not yet | 2030–31 |
| TN | Paid driverless rides | Waymo (with Lyft) | 2026 | Not published | Not measured | Not yet | 2031–33 |
| FL | Paid driverless rides | Waymo; Tesla planned | 2026 | Not published | Not measured | Not yet | 2031–33 |
| AZ | Paid driverless rides | Waymo; Tesla preparing (Arizona approval) | 2020 | ~16% of bookings (Jun 2026) | −3.8% | Sky Harbor, 24/7 curbside | 2028–29 |
| TX | Paid driverless rides | Waymo | 2026 | Not published | Not measured | San Antonio Intl | 2031–33 |
| CA | Paid driverless rides | Waymo (Ojai minivans); Zoox testing | 2026 | Not published | Not measured | Not yet | 2031–33 |
| CA | Paid driverless rides | Waymo; Tesla (safety driver); Zoox (free rides); Uber + Lucid/Nuro planned late 2026 | 2023 | ~15% of bookings citywide (Jun 2026); ~27% in Waymo's zone | −6.9% | SFO (rental car center, limited) and San Jose curbside | 2028–29 |
| FL | Paid driverless rides | Waymo; Tesla planned | 2026 | Not published | Not measured | Not yet | 2031–33 |
| MI | Testing or announced | Waymo testing, launch announced | — | — | Not measured | — | 2033–35 |
| LA | Testing or announced | Waymo announced | — | — | Not measured | — | 2033–35 |
| PA | Testing or announced | Waymo testing | — | — | Not measured | — | 2033–36 |
| PA | Testing or announced | Waymo testing | — | — | Not measured | — | 2033–36 |
| WA | Testing or announced | Waymo announced | — | — | Not measured | — | 2033–35 |
| DC | Testing or announced | Waymo testing; launch needs a DC law change | — | — | Not measured | — | 2032–34 |
| MA | Blocked or contested | Waymo mapping and supervised testing | — | — | Not measured | — | 2034–37 |
| NY | Blocked or contested | Waymo supervised testing | — | — | Not measured | Waymo testing at Newark | 2035+ |
No metro matches “”. Check the spelling, or search by a state’s code or an operator.
The numbers that set the pace
The data points that decide how fast drivers are displaced, and what is known about each as of October 2026.
-
Market share
15–16%
Waymo's share of rideshare gross bookings in SF, LA and Phoenix in June 2026; about 27% inside its SF service zone.
YipitData via Let's Data Science -
Cost per mile · analyst estimate
~$1 → $0.16–0.42
Robotaxi operating cost per mile today, and where BNP Paribas expects it to fall. Uber's human model runs about $1. Vehicle cost: ~$150K now, ~$70K next generation.
BNP Paribas via Benzinga -
Utilization
~18–24 rides
Per Waymo car per day: about 24 in early 2026 (500K weekly rides on ~3,000 cars), about 18 now that the fleet passed 4,000 and new cities are still ramping.
CleoHR calc from Waymo figures -
Empty miles
44%
Share of Waymo's California miles driven with no passenger. Empty miles per trip fell from 5.1 to 2.8 between Aug 2023 and Dec 2025.
Findings, May 2026 -
Airports
4 airports
Phoenix Sky Harbor, San Jose, SFO and San Antonio have Waymo service. Airports are about 20% of Bay Area ride-hail trips and some of drivers' best fares.
RideWise, Jul 2026 -
Driver incentives
−64%
Drop in incentive spend per trip in LA and Phoenix over one year, against −47% nationally. Utilization fell 8.6% in LA.
Gridwise AV Impact Report -
Rider safety
−95%
Serious-injury-or-worse crashes for Waymo vs human drivers on the same roads, over 270M driverless miles through June 2026. Injury crashes overall: −82%.
Waymo Safety Impact, Sep 2026 -
City revenue
1–2%
Typical share of city revenue from parking. Robotaxis circle instead of feeding meters; Waymo paid $65K in SF parking tickets in 2024.
Axios, Jun 2026 -
New demand
+11%
Rise in total rideshare trips among Waymo adopters. Their Uber trips fell 13.8%, the same as non-adopters, so part of robotaxi volume is new riding.
YipitData, Aug 2026
Public data stops here
No agency counts rideshare drivers, their hours, or what they earn after a robotaxi arrives. The questions below are what a driver survey and Passport sign-up data could answer together.
-
MassHire & workforce boards
Measure driver headcount and earnings in Massachusetts before robotaxis arrive, and build a transition pipeline into fleet operations, home health and logistics jobs.
Start a conversation -
Government & policymakers
A briefing on what state law, union ordinances and early pay data show, and what a jobs-impact study for Boston should measure.
Request a briefing -
Fleet operators & employers
Robotaxi fleets need verified, background-checked depot, charging and roadside staff in every new city. Displaced drivers already hold that profile.
Talk to us
What our driver survey will ask
Eight questions to fill the gap, run first with Massachusetts drivers.
- How many hours a week do you drive, and on which apps?
- What did you earn last week before and after car costs?
- Do you also deliver food or packages? What share of your hours?
- Is driving your main income, or one of several jobs?
- Do you own, lease or rent the car you drive?
- Have your trips or earnings changed in the past year? Why do you think so?
- If driving work shrank, what work would you move to?
- What would you need to get there: a certification, a background check, a referral?
Sources
- State driverless law: Recording Law, Self-Driving Car Laws by State, audited Sep 29, 2026 against state statutes
- Driver pay in AV cities: Gridwise Autonomous Vehicles Impact Report (Jul 2024–Jul 2025, 500K+ drivers)
- Market share and rider behavior: YipitData via Let's Data Science and YipitData
- Waymo launches and fleet: ColoradoBiz, Sep 2026; Electrek, Jul 2026; iTechGuides (Nashville)
- Tesla: Drive Tesla Canada (Miami)
- Zoox: Global Fleet, Aug 2026
- Empty miles: Findings, May 2026; NYC: Streetsblog, Jul 2026
- Cost per mile: BNP Paribas via Benzinga, Sep 2026
- Airports: RideWise, Jul 2026; SF Standard
- Boston: Bloomberg via Insurance Journal; Boston.com
- Driver earnings: Gridwise median via SQ Magazine; city revenue: Axios
- Massachusetts bills: State House News Service; Boston Globe, Feb 2026. Safety: Waymo Safety Impact
- Massachusetts driver pay floor and benefits: Mass. Attorney General, Uber and Lyft settlement FAQ (updated Jan 15, 2026); living wage and transition-role wages: CleoHR Workforce Map (MIT Living Wage Calculator; BLS OEWS May 2025)
Method notes. A metro counts as "paid driverless" when the public can pay for a ride with no one in the driver's seat. Crossover years are CleoHR estimates, not forecasts from the cited sources. Robotaxi share is shown only where an independent panel published it. State law follows the cited audit; "not addressed" means the statute is silent, which is not permission. Pay changes are year over year for drivers tracked by Gridwise and are not controlled for other causes.
Cite this as: CleoHR Research, "Robotaxis and the Ride-Hail Workforce" (October 2026), part of the Frontline & Gig Workforce Map series.