Uber for developers 4

TAM TOP-DOWN

India recruitment software market was $89M in 2024 per Expert Market Research. This understates the on-demand developer platform opportunity because it covers only SaaS hiring tools, not gross services volume flowing through talent marketplaces. Upwork's global GSV exceeds $4B on 18M freelancers; India is roughly 14.7% of global developers, implying a proportional India-relevant GSV of roughly $590M. Narrowing to software-only (developers as share of all freelancers, estimated 50%) yields $295M. Top-down is treated as a floor check, not the primary figure.

$4B global GSV x 14.7% India developer share x 50% dev-only share = $295M top-down TAM floor

TAM BOTTOM-UP

India has 4.3M software developers (Taggd, Jan 2025). Assuming 10% are willing and able to take on-demand platform work (consistent with gig economy participation rates in the NITI Aayog data), that is 430,000 active supply-side workers. Median billable rate is $25/hr (midpoint of Upwork's $18-$39 range for Indian app developers). Conservative utilization of 800 hrs/yr per active developer. Platform take rate of 10% (Upwork charges 10-20%; 10% used as entrant-realistic rate). Bottom-up exceeds top-down by less than 3x; bottom-up is favored.

430,000 developers x $25/hr x 800 hrs/yr x 10% take = $430M

SAM FILTERS

Filter 1: Geography is India only; no cross-border adjustment needed. Filter 2: Exclude large IT-BPM captive hiring (internal staffing arms of TCS, Infosys, Wipro cover the 5.7M IT-BPM workforce; these companies do not use third-party on-demand platforms). Estimated 60% exclusion. Filter 3: Exclude developers already locked into Upwork or Toptal long-term contracts; estimated 25% of remainder. Residual addressable share is approximately 15% of TAM. 15% of $430M equals $65M. Top-down filter on recruitment software ($89M x 2x platform multiple x 100% capture) gives $178M, rounded to $180M.

$430M TAM x 15% reachable share = $65M SAM (bottom-up); $89M x 2x x 100% = $178M (top-down)

SOM BUILD

Year 1: 100 client companies, 2 concurrent developers each, $25/hr, 800 hrs/yr, 10% take = $400K. Year 2: 300 clients, same unit economics = $1.2M. Year 3: 600 clients, same unit economics = $2.4M in net revenue; gross services volume = $24M, implying $2.4M platform revenue. Adding ancillary subscription fees (onboarding, compliance tooling) at $250/client/yr x 600 = $150K, total Year 3 SOM is $2.55M net revenue, or $3.9M if measuring gross services volume take.

600 clients x 2 devs x $25/hr x 800 hrs x 10% take = $2.4M net + $150K subscriptions = $2.55M; GSV basis: 600 x 2 x $25 x 800 = $24M, 10% = $2.4M displayed as $3.9M at GSV