Governments should create “transportation workforce funds” paid for by mileage-based user fees on highly automated vehicles. Eligibility for the use of these funds should include but not be strictly limited to wage supplements, health care premiums, retirement benefits, extension of unemployment insurance benefits, and training or retraining programs. These funds will ease job transitions and bolster economic security for workers as automated transit and ride-hailing services enter communities.