65 New Dynamics of Labour Market in India
This chapter examines the new dynamics reshaping the Indian labour market — technology, demography, gender, climate, gig economy, the post-pandemic shift, and policy reforms.
65.1 Eight Forces Reshaping the Indian Labour Market
TipEight Major Forces
| Force | What it does |
|---|---|
| Technology and AI | Reshapes jobs, skills, productivity |
| Gig and platform economy | Creates new employment forms outside traditional protection |
| Demographic transition | Working-age bulge; rising dependency in coming decades |
| Female labour-force participation | Rising in PLFS rounds; long-term opportunity |
| Climate change and green transition | New jobs in renewables; transition risks in coal, oil |
| Hybrid and remote work | Geographic decentralisation of work |
| Labour-law reforms (codes) | Modernises framework |
| Skills mismatch and reskilling demand | Education policy challenges |
65.2 Technology, AI and Automation
The most consequential ongoing dynamic. Three patterns:
TipThree Technology Patterns Reshaping Indian Work
| Pattern | Effect |
|---|---|
| Job displacement | Routine cognitive and routine manual jobs at risk — accounting, data entry, simple manufacturing |
| Job creation | New roles — data scientists, AI specialists, prompt engineers, content moderators |
| Job transformation | Existing jobs redesigned around AI tools — most jobs change rather than disappear |
NITI Aayog and World Bank studies suggest AI may displace 40-50% of routine job tasks but also create new categories. Net effect depends on skill response.
65.3 Gig and Platform Economy
Already discussed in earlier chapters. Distinctive Indian features:
- NITI Aayog estimates 77 lakh gig workers in 2020-21, growing to 2.35 crore by 2029-30.
- Code on Social Security, 2020 explicitly recognises gig and platform workers — first major economy to do so.
- New forms of organising — IFAT, AIGWU, local collectives.
- Rajasthan’s Platform-Based Gig Workers (Registration and Welfare) Act, 2023 — first state law dedicated to platform workers.
65.4 Female Labour-Force Participation
The most discussed positive dynamic. PLFS data show female LFPR rising from ~23% in 2017-18 to ~42% in 2023-24. Drivers:
- Better measurement of unpaid agricultural work
- Self-employment in rural areas
- Education attainment rising
- Policy attention (childcare, safety, transport)
Persistent challenges: urban female LFPR remains low (~25%); occupational segregation; safety concerns; gender pay gap.
65.5 Climate Transition and Green Jobs
India’s Net Zero by 2070 commitment, and the broader green transition, will reshape labour markets.
TipGreen Jobs and Climate Transition
| Element | What it covers |
|---|---|
| Job creation | Renewable energy, electric mobility, energy efficiency, circular economy |
| Job displacement | Coal mining (esp. Jharkhand, Chhattisgarh, Odisha), oil & gas |
| Just transition | Re-skilling, regional development, social safety nets |
| Skill challenges | Renewable installation, EV manufacturing, energy auditing |
| ESG-driven hiring | New roles in sustainability, ESG reporting |
The Council on Energy, Environment and Water (CEEW) estimates that India’s renewable sector could employ 3.4 million by 2030, up from ~700,000.
65.6 Hybrid and Remote Work
The post-2020 shift:
TipHybrid Work in India
| Aspect | Pattern |
|---|---|
| IT/services adoption | Widespread; some firms moving to permanent hybrid or remote |
| Tier-2/3 cities | More technology talent based outside metros |
| Employer monitoring | New tools, but also concerns about surveillance |
| Productivity | Mixed evidence; varies by job type |
| Work-life balance | Both improvement and erosion observed |
| Gender effects | Initially helped women workers; effect uneven |
65.7 Labour-Code Reforms
The four labour codes (chapters 36, 28) are the most ambitious reform of Indian labour law in seven decades. Their gradual operationalisation will reshape:
- Recognition framework (negotiating union, negotiating council)
- Protection thresholds (raised for layoff/closure/standing orders to 300 workers)
- Single registration and inspection
- Coverage of gig and platform workers
- Modernised welfare and social-security regime
65.8 Skills Reskilling Imperative
The World Economic Forum’s Future of Jobs Report (2023) identifies India as having one of the largest reskilling needs globally — with an estimated 64% of workers requiring some reskilling in the next five years.
Key initiatives:
TipIndian Reskilling Initiatives
| Initiative | Focus |
|---|---|
| Skill India Mission | Overall skill development |
| Pradhan Mantri Kaushal Vikas Yojana (PMKVY) | Short-term training, recognition of prior learning |
| National Apprenticeship Promotion Scheme (NAPS) | Apprenticeship subsidy |
| Atal Innovation Mission | Innovation and entrepreneurship in schools |
| Sector Skill Councils | Industry-led skill standards |
| National Skills Qualification Framework (NSQF) | Qualifications across vocational and academic streams |
| ITIs upgrade | Industrial Training Institutes modernisation |
65.9 Migration and Mobility
The COVID-19 reverse migration of 2020 reshaped policy attention. Major developments since:
- eShram national database — over 30 crore registrations
- Portable benefits under Code on Social Security, 2020
- One Nation One Ration Card (ONORC) — portability of food rations
- Inter-State Migrant Workmen protections expanded under OSH Code, 2020
65.10 Workforce Diversity and Inclusion
TipDiversity and Inclusion Trends
| Dimension | Trend |
|---|---|
| Gender | More gender-diversity programmes; but persistent gaps |
| LGBTQ+ | Section 377 decriminalisation (2018); private-sector inclusion programmes |
| Persons with disabilities | RPwD Act, 2016 — 4% reservation in government jobs |
| Caste / religion | Reservations in government; voluntary in private |
| Generation | Generational shift to Gen Z values |
| Neurodiversity | Emerging awareness |
65.11 Future of Work in India
TipFuture-of-Work Themes for India
| Theme | Implication |
|---|---|
| AI augmentation | Productivity boost; skill change |
| Lifelong learning | Universal need |
| Portable benefits | Across employers, states, sectors |
| Hybrid work | New norm in many service jobs |
| Green jobs | Sectoral shift toward renewables, EVs, sustainability |
| Inclusive growth | Female LFPR, caste/religion gaps, regional inequality |
| Quality of jobs | Move from quantity to quality focus |
65.12 Practice Questions
Eight questions to test the chapter. Each card hides the answer — click Show answer to reveal it.
Q1
Which is not among the major
Which is not among the major forces reshaping the Indian labour market?
ATechnology and AI
BGig economy
CDemographic transition
DDecline of internet usage
Show answer
Correct answer
D. Decline of internet usage
Q2
Code on Social Security, 2020 explicitly
Code on Social Security, 2020 explicitly recognises:
AOnly formal-sector workers
BGig and platform workers
COnly government employees
DOnly women workers
Show answer
Correct answer
B. Gig and platform workers
Q3
Rajasthan's 2023 Act on platform workers
Rajasthan's 2023 Act on platform workers is significant because:
AIt abolishes the platform economy
BIt is the first state law dedicated to platform workers
CIt bans Uber and Ola
DIt mandates 100 days of platform work
Show answer
Correct answer
B. It is the first state law dedicated to platform workers
Q4
WEF's Future of Jobs Report (2023)
WEF's Future of Jobs Report (2023) estimates how many Indian workers need reskilling in next 5 years?
A10%
B30%
C64%
D90%
Show answer
Correct answer
C. 64%
Q5
eShram database has registered approximately how
eShram database has registered approximately how many unorganised workers?
A5 crore
B15 crore
C30+ crore
D50 crore
Show answer
Correct answer
C. 30+ crore
Q6
One Nation One Ration Card (ONORC)
One Nation One Ration Card (ONORC) enables:
APension portability
BPortability of food rations across states
CVoter ID portability
DDriving licence portability
Show answer
Correct answer
B. Portability of food rations across states
Q7
India's Net Zero commitment is for
India's Net Zero commitment is for:
A2030
B2050
C2070
D2100
Show answer
Correct answer
C. 2070
Q8
RPwD Act, 2016 mandates how much
RPwD Act, 2016 mandates how much reservation in government jobs for persons with disabilities?
A1%
B2%
C3%
D4%
Show answer
Correct answer
D. 4%
ImportantQuick recall
- Eight forces: technology / AI, gig / platform, demographics, female LFPR, climate, hybrid work, labour codes, skills.
- Tech: displacement (routine jobs), creation (new roles), transformation (most jobs change).
- Gig: NITI Aayog projects 2.35 crore by 2029-30; Code on Social Security 2020 includes; Rajasthan Act 2023.
- Female LFPR — rising from ~23% (2017-18) to ~42% (2023-24).
- Green transition — net-zero by 2070; renewable sector employment ~3.4 million by 2030.
- Reskilling need — WEF estimates 64% of Indian workers need reskilling.
- Migration — eShram (30+ crore), ONORC, OSH Code.
- Diversity — RPwD 4% reservation; Section 377 decriminalisation; gender, caste, generation, neurodiversity.
- Future-of-work themes: AI augmentation, lifelong learning, portable benefits, hybrid, green jobs, inclusion, job quality.