India's City Labour Divide: Ahmedabad 2.5% vs Prayagraj 20%+

Employment patterns sharpen the picture. Regular wage and salary employment accounts for 58.5% of jobs in million-plus cities. That compares with 47.6% in urban India. Casual work is nearly half the share: 6.3% against 12%. Women in these cities hold regular jobs at a higher rate than men do: 65.1% versus 56.4%. The national urban figure for women is 50.9%. This inversion of the usual pattern suggests that larger cities offer more structured employment for women.

Labour force participation rates show a familiar gender gap. Male LFPR in million-plus cities was 75.3%, close to the urban average. Female LFPR was 25.8%, slightly below the urban figure. Among men not in the labour force, 53.5% cited education as the primary reason. Among women, childcare and homemaking accounted for 68.7% of non-participation.

Wages and earnings tell a clearer story of advantage. Self-employed workers in million-plus cities earned ₹30,858 per month and regular wage employees ₹28,808. In urban India, the equivalent figures were ₹23,013 and ₹26,258. Casual labourers in these cities earned ₹624 per day, against ₹550. The premium exists across all categories, suggesting that urban agglomeration itself lifts earnings, not just the job type.

The January–December 2025 survey captures a labour market where geography and industry structure determine opportunity. Cities with a strong industrial or services base absorb workers into regular jobs with higher pay. Cities dominated by education-seeking populations show high measured unemployment but also reflect a different life-cycle stage. The data offers a baseline for local labour policy, not a single national fix.