01 · Executive SummaryBengaluru leads on depth. Mumbai on access. Hyderabad on stability.
A nine-city decision framework for an India technology hub, scoring each location across talent supply, cost, demand pressure, hiring yield, graduate pipeline and macro conditions. No single city wins on every dimension, so the ranking below is a starting position rather than a verdict.
- Bengaluru holds 84,808 English-speaking engineers across the three target roles, roughly a quarter of the nine-city pool and more than double Mumbai's.
- Cost separation between the nine cities is narrow — £25.8K to £29.4K blended at the 75th percentile — so salary is a weak differentiator and talent depth carries most of the decision.
- No city converts more than 41% of offers into a retained twelve-month hire, and the weakest converts 27%; hiring yield, not pool size, is the binding constraint on ramp speed.
- Delhi NCR splits three ways: Gurugram and Noida are the two least contested markets in the set and among the cheapest, while Delhi itself carries the highest demand saturation and the lowest environmental rating.
- Mumbai narrowly outranks eight international alternatives on the secondary benchmark, but by less than a single percentage point — India's advantage over Poznań, San Jose and Guadalajara is not decisive.
Recommendation
Bengaluru as primary, Hyderabad as the scale option
Bengaluru tops the weighted scorecard on depth of talent (84,808 English-speaking across the three roles, the largest single market), hiring yield (40.2%) and ecosystem maturity, at a 14% salary premium over the cheapest city in the set. Mumbai takes second place on accessibility (100% direct flights to London) and a 89.5% twelve-month retention rate, though its pool is roughly 45% of Bengaluru's.
Hyderabad ranks third on the composite but first on macro conditions (8.25 / 10), with the fewest recorded workforce disputes and the highest liveability rating, at a blended salary 1.5% below Bengaluru's. Ahmedabad has the strongest graduate-to-pool conversion in the set but lacks the absolute scale for a primary hub. Gurugram and Noida are the least contested markets in the set and among the cheapest, but neither has a local airport.
Headline Metrics
Top Three Cities — Side by Side
Risk considerations
- Bengaluru: active IT union (KITU) organising around work-life balance
- Delhi NCR: air quality is the lowest-rated environmental factor in the set
- Mumbai: urban density and infrastructure pressure
- Pune: no direct flights to London
Opportunities
- Hyderabad: consistent government business support, fewest recorded disputes
- Ahmedabad: strongest graduate supply ratio for long-term scaling
- Chennai: IIT Madras pipeline and a growing IT sector at lower competition
- Pune: highest graduate-to-pool conversion outside Ahmedabad
Recommended next steps
- Validate the hiring-yield assumptions against two or three local delivery partners
- Refresh salary benchmarks on a six-month cadence
- Site visits: Bengaluru, Hyderabad and Mumbai
- Model a hybrid footprint — primary hub plus a secondary support city
02 · Market OverviewTalent concentrates in the south; cost does not separate the field.
Nine cities scored across nine weighted criteria covering accessibility, talent supply, graduate supply, competitive demand, hiring yield, salary and macro conditions. The map is sized by English-speaking pool and shaded by weighted score, so scale and quality can be read against each other in one view.
Geographic Distribution
Weighted Ranking
Category-by-Category Comparison
Southern cluster carries the volume
Bengaluru, Hyderabad and Chennai together account for 166,646 English-speaking engineers across the three roles, just under half the nine-city total. Bengaluru alone holds more than Chennai and Delhi combined.
Cost is a weak differentiator
Blended 75th-percentile salary runs from £25.8K in Ahmedabad to £29.4K in Bengaluru — a 13.8% spread across the whole field. Choosing on cost alone buys marginal saving and forfeits substantial depth.
Accessibility splits the NCR cities
Gurugram and Noida score best on demand pressure and sit near the bottom on cost, but neither has a local airport, sitting 30–40km from Delhi. For a hub with regular inbound travel from the UK, that overhead offsets much of the saving.
03 · Weighted ScorecardThe ranking is a function of the weighting — so change it.
Priorities differ by business. Adjust the weight sliders to recompute the ranking live: if salary matters more than accessibility, or talent supply outweighs hiring yield, the leaderboard rewrites itself and the change against the default position is shown alongside.
Category Weights
Live Ranking
Score Breakdown by Category
04 · Talent PoolBengaluru holds roughly a quarter of the nine-city pool.
Pool depth pivoted across role, seniority and language filter. Heat shading surfaces relative depth at a glance; any column can be sorted to reorder the view. Density against city population is shown below to contextualise raw volume.
Talent Pool Pivot
Pool by Seniority
Talent Density vs Population
05 · Salary ExplorerSet a budget band and see how much of the market it reaches.
Rather than a single benchmark figure, this view answers the operational question: at a given salary band, how many candidates in each city fall inside it, and at what seniority. All values are £K per annum at the 75th-percentile market range.
Salary Range Distribution
06 · Supply vs DemandDemand pressure runs from 2.8% to 6.7% across the field.
Open roles plotted against pool size. Cities in the lower-right quadrant — large pool, few open roles — are the easiest to hire in; upper-left indicates a saturated market where the same pool is being competed over harder.
Pool vs Open Roles
Demand Saturation
Demand Detail
07 · University PipelineAhmedabad and Pune replenish their junior pools fastest.
Annual graduate output measured against the existing junior talent pool. A higher conversion ratio indicates either strong local retention of graduates or a junior pool that is not yet saturated — both read as favourable for a hub that intends to grow its own.
Graduates vs Junior Pool
Pipeline Conversion
Key Institutions & Trends
08 · Hiring YieldNo city converts more than 41% of offers into a retained hire.
Rolled hiring yield multiplies offer acceptance by offer-to-start conversion by twelve-month retention. It answers the question a headcount plan actually depends on: what is the probability that an offer made today is a productive employee a year from now.
Plan offer volume against yield, not pool size
At Bengaluru's 40.2% rolled yield, ten retained hires requires around 25 offers. At Ahmedabad's 27.3%, the same ten requires 37. Pool depth sets the ceiling on what is reachable; yield sets the effort required to reach it.
Rolled Yield by City
Funnel Detail
Employer-Type Benchmarks
09 · Macro FactorsHyderabad rates highest on stability; Delhi NCR lowest on environment.
Four qualitative dimensions — legal and industrial relations, political and economic stability, environment and infrastructure, and liveability — each rated on a 1 to 10 scale. Select any cell for the underlying assessment.
Ratings Matrix
Overall Macro Score
10 · Global ComparisonMumbai edges eight international alternatives, but narrowly.
Mumbai benchmarked against eight international technology hubs across six criteria covering pool size, cost, English proficiency, multinational ecosystem, graduation rates and attrition. The top three finish inside a single percentage point of each other.
Secondary researchIndia's advantage over the alternatives is not decisive
Mumbai scores 71.9% against Poznań at 71.4% and San Jose at 71.0%. On this weighting the three are effectively level, and a shift in how cost or attrition is valued would reorder them. The case for India rests on absolute pool scale rather than a clear composite win.