Computer Science
India · 2023
Current Market
Graduates substantially outnumber available roles. Entry conditions are difficult; adjacent fields or specialisations may improve prospects.
Market position
Ratio: 0.15 vacancies per graduate
Graduates
1.2M
2023 completions
Relevant Vacancies
180K
job postings
Vacancy Growth
+9.6%
per year (CAGR)
Graduate Growth
+6.4%
per year (CAGR)
Historical Trend
Is vacancy demand growing faster than graduate supply?
Yes — vacancy demand grew 9.6% p.a., outpacing graduate supply (6.4% p.a.). The ratio has been improving.
Graduates vs. vacancies, 2021–2024
Vacancy ratio over time
Ratio = vacancies ÷ graduates. Above 1.0 means more vacancies than graduates.
Vacancy ratio trend, 2021–2024
Ratio moved up from 0.14 to 0.15
Vacancy demand (CAGR)
+9.6% p.a.
Graduate supply (CAGR)
+6.4% p.a.
Skills
What skills are employers prioritising right now?
Frequency in Computer Science job postings. Demo data.
Most in demand
Fastest growing
All tracked skills
5-Year Outlook
Where could this market be heading?
Projection · Not observed data
Extrapolated from 2021–2024 data. Assumes current vacancy and graduate growth rates continue unchanged. Actual outcomes depend on economic conditions, policy, and structural shifts.
Growing ↑
2025 → 2029 · Medium confidence
Vacancy demand +9.6% p.a. · Graduate supply +6.4% p.a.
Vacancy ratio, 2021–2029
Historical ratio improved from 0.14 to 0.15 — projection extends the trend to 2029
Projected values assume continuation of observed trend rates
Key drivers
- —Vacancy demand has grown at 9.6% p.a. over the observed period — above the rate needed to absorb new graduates.
- —Vacancies grew faster than graduate supply (9.6% vs 6.4% p.a.), improving the vacancy ratio.
- —If current trends continue, the vacancy ratio is projected to improve over the next five years.
Caveats
- —Projections assume current growth rates continue — they do not model policy changes, economic shocks, or structural shifts.
- —Graduate supply is measured nationally; regional vacancy concentration may differ significantly from the national picture.
- —Demo data has not been externally validated. Treat projections as directional only.
What This Means
What does this data tell you?
Market summary
With only 15 vacancies for every 100 Computer Science graduates, graduates substantially outnumber available roles. Strategic differentiation is essential.
Key signals
Demo dataKey takeaway
Significant graduate surplus
15 vacancies per 100 Computer Science graduates — graduates substantially outnumber available roles.
Main opportunity
AI / ML-related roles
AI / ML demand in job postings grew +32 ppt year-on-year — the fastest-growing skill tracked in this field.
Main risk
Highly competitive market
Graduates substantially outnumber available roles. Specialisation and differentiation are important for individual prospects.
Skills to watch
AI / ML · Docker / Kubernetes · TypeScript
Fastest-growing skills by year-on-year change in job postings.
Best locations
Bengaluru · Hyderabad · Delhi NCR
Estimated top cities by vacancy concentration for this field and country.
5-year outlook
Growing
Medium confidence — vacancy trend +9.6% p.a. (observed).
Further context
- —Specialisation in AI/ML, cloud infrastructure, or cybersecurity meaningfully improves individual prospects — generalist roles are the most crowded.
- —Geographic mobility matters: tier-1 city and tech-hub markets often maintain vacancy ratios several multiples above the national average.
- —International markets — particularly the US, Germany, and Australia — maintain ratios above 1.0 for the same discipline.
Illustrative guidance only — not personal career or financial advice. Set ANTHROPIC_API_KEY for AI-generated summaries.