The current section of the data covers applicants of Group D examination conducted in 2017-18. Majority jobs include office peons, trackman(gangman), porters, khalasi and electricians.
19 million Indians applied for 62,097 jobs
- Indian Railways is the largest employer in India (eighth largest in the world), with more than 1.4 million total employees
- World’s largest computer based recruitment exam
- Representation of the youth (18- 29 years of age) labour force actively seeking a source of secured income
- The number of applicants were much more than the total population of more than 150 countries

Education & Employability
- Over 4 million graduate (including 0.4 million with engineering degrees) & 0.8 million post-graduate students applied for unskilled manual labor-intensive jobs
- A whoping 41 thousand M.tech degree holders and 57 thousand MBA students applied for office peon jobs
- Roughly 40% of 48 million enrollment in higher school education
Provides snapshot of conventional educational options for the majority indian youth outside metropolitan cities. Majority of students enroll in skill training/ITI programs learning technical, equipment handling skills rendered futile with no/minimal link to changing industry requirements.


Education-Wage Mismatch
- Is the Private sector not coming up with jobs ?
- or is the absorption lesser than as claimed by the increase in PF accounts?
- are threats from automation kicking in? {(to check) - From PLFS: Change in occupational structure}
- Also throws light on the quality of education, especially professional degrees
That being said, the lure of govt jobs is without doubt has its additional perks - Group D jobs compensate Rs 18,000 pm - Complemented with job security, HRA, CGHS, healthcare - Socio-cultural validation
- Minimum wage for unskilled worker in the unorganised sector is ~Rs 5,000 pm (recently revised to Rs 178 per day)
- Previous NSS surveys have shown that the wage premium on education has improved in India over the years, but there is still massive scope for improvement
- According to the latest labour force survey (2017-18), for workers in the age bracket of 18-29 years, the average nominal wage for 10th pass worker is around Rs 6700 pm, Rs 7600 pm for senior secondary (XII) passout, Rs 11,400 pm for a graduate and Rs 12,700 for a post graduate and above studied worker (includes regular salaried/self employed individuals, excludes casual wage earners). Unsurprisingly, a substantial number of labour force is drawn towards these higher paying secured government vacancies
- With rising unemployment (amongst the educated youth), underemployment (as indicated by workers with additional hours available for work) has also been a norm
Geography of Labor Supply
- Disproportionately higher number of applicants from UP & Bihar (proportional to population)
- Signals both of state capacity and competence
- 54% applicants hail from villages, 15% from Tier-2 towns & 31% from cities
- Geographical details by pincode and district
Proxy Census of India:
With its size and scale, the dataset covers the largest demographic profile of India, following only Indian Census of 2011. The following National Family Healthcare Survey (NFHS: 2016) over 1 million and National Sample Survey (NSSO: 2017) over 1.3 million respondents were covered. Moreover, NSSO was recently discarded. The RRB data is at comparatively higher geographical resolution.
Work in Progress:
- Proxy Census
- Job Crisis in India
- How it fares with PLFS (wage differential) and private sector
- Demand side: check labor demand from Eco Census
- What determines Subject Selection:
- Educational profile by states-districts (marks obtained)
- Geog of labor supply: disaggregated
- Migration and State Capacity