Platform employment has grown 340% since 2019. The data on earnings, hours, and insecurity tells a story that no gig company wants published.
NITI Aayog's 2022 estimate of 7.7 million gig workers was already out of date when published. DataDood's analysis of platform registration data, GST filings by aggregators, and our own survey of 3,400 gig workers across 8 cities puts the current figure at 14.8–15.6 million — roughly double the official count.
The 15 Million Figure
The undercounting is methodological. NSS and PLFS surveys identify workers by primary occupation; gig work is often secondary. Platforms register gig workers as 'service providers' — a classification that bypasses labour enumeration. Our methodology triangulates from platform-reported partner counts (adjusted for multi-platform registration) against income tax filing patterns and ESIC data.
15 million workers, 0 with PF contributions from their primary platform employer. This is the arithmetic of informality dressed as innovation.
Earnings Distribution
Median monthly earnings for a full-time (40+ hour) food delivery rider in metro India: ₹18,400. After fuel costs (borne by the worker), vehicle maintenance, and data plan: ₹14,200. Against a median monthly rent for a single-room accommodation in the same cities: ₹8,000. The margin for health emergency, savings, or education: approximately ₹2,000.
Hours and Burn Rate
Our survey found that 64% of full-time delivery riders work more than 10 hours per day. The platform incentive structure — surge pricing windows, delivery streaks, minimum delivery bonuses — creates strong pressure to extend hours. Average vehicle age in our sample: 3.2 years. Average monthly maintenance cost: ₹1,800. By year four, maintenance costs absorb a rising share of earnings, creating a treadmill dynamic.
Social Security Gap
The Code on Social Security (2020) includes gig workers in its scope but has not been notified for enforcement. Rajasthan's Platform-based Gig Workers (Registration and Welfare) Act 2023 — the first state law of its kind — creates a welfare board funded by a 1–2% platform transaction cess. Karnataka and Telangana have similar legislation pending. The central government's position remains non-committal.
State-Level Policy Responses
Rajasthan's Act covers approximately 300,000 gig workers and has disbursed accident insurance to 12,000 workers in its first operational year. The model is replicable, but its impact is limited by the cess rate and the willingness of platforms to cooperate with registration. Ola and Uber have both contested the law in Rajasthan High Court; the case is pending.
