Here's what the talent data shows across all three cities, using headcount from the 24 companies in our dataset.

Bangalore has the deepest concentration of Big Tech talent by a wide margin. Across 11 major employers in our dataset, there are over 80,000 employees — led by Amazon (26,846), Intel (9,286), Microsoft (8,330), and Google (7,831). This is the largest and most competitive talent market of the three.

Hyderabad is a strong second. Seven major employers account for over 47,000 employees, led by Amazon (22,158), Microsoft (7,965), and Qualcomm (6,976). The pool is slightly less contested than Bangalore — fewer major employers competing for the same talent.

Singapore is a much smaller market. Only four companies in our dataset have significant presence there, totaling roughly 4,500 employees. But there's a key detail: P&G already has 2,007 people in Singapore. That's your fourth-largest office globally, after Cincinnati (10,076), Warsaw (2,735), and Costa Rica (2,444).

Here's the employer-by-employer breakdown using real headcount data from each city.

Bangalore is the most competitive. Amazon alone has nearly 27,000 people there. Intel, Microsoft, Google, and Qualcomm each have 7,500+. P&G would be competing against 11 major tech employers, all with established engineering operations and strong employer brands.

Hyderabad has fewer major players but they're still large. Amazon (22,158) and Microsoft (7,965) dominate. Qualcomm and Salesforce also have meaningful presence. The competition is real but less crowded — 7 major employers vs. 11 in Bangalore.

Singapore has the lightest competition from our dataset. AMD (1,234) is the largest tech employer, followed by Broadcom (633) and Qualcomm (589). The talent pool is smaller, but so is the number of companies fighting over it.

One thing to note: P&G's growing skills — Python (+6%), C++ (+6%), SQL (+2%) — are exactly the skills these tech companies are also hiring for. In Bangalore and Hyderabad, you'd be going head-to-head with companies that have years of recruiting infrastructure in place.

The employer pedigree of the competitors matters here too. P&G's own talent pipeline includes Amazon as its sole elite employer inflow source. In Bangalore, you'd be competing against companies that are themselves elite talent magnets — Google, Amazon, Microsoft, NVIDIA, and Salesforce all have major presences there. These companies don't just compete for the same people; they set the compensation and career-progression benchmarks that P&G would need to match or differentiate against.

P&G's Singapore office has 2,007 employees — it's your fourth-largest location globally. That's a meaningful foundation.

Here's what that existing base gives you:

Infrastructure already in place. HR, legal, office space, vendor relationships, government relations — all of this exists. In Bangalore or Hyderabad, you'd be building this from scratch (or through a GCC/captive center model that takes 6-12 months to stand up).

Employer brand is established. P&G is already a known employer in Singapore. Candidates can talk to current employees, read Glassdoor reviews from real Singapore-based P&G staff, and see a track record of investment. In a new city, you're an unknown quantity.

Leadership pipeline. With 2,007 people, you likely have senior leaders who can sponsor and oversee a new data & analytics function. Internal champions matter — they navigate company culture, secure budget, and attract internal transfers.

The tradeoff is talent pool size. Singapore has far fewer data & analytics professionals than Bangalore or Hyderabad. From our dataset, only AMD (1,234), Broadcom (633), and Qualcomm (589) have significant tech presence there. Scaling to a large team (200+) would be harder simply because the available pool is smaller.

The question becomes: are you building a 50-person center of excellence (where Singapore's existing base is a strong advantage) or a 300-person scaled operation (where Bangalore or Hyderabad's deeper pool matters more)?

I want to be upfront: city-level attrition data isn't available in our current dataset. What we have is company-level attrition (P&G overall: 7%) and company-level headcounts by city. We don't have attrition broken out by geography.

What we *can* do is use the competitive landscape as a proxy for talent competition — the more major tech employers in a city, the more options employees have, and the harder retention becomes.

Bangalore: Highest competition intensity. 11 major tech employers from our dataset, totaling 80,800+ employees. Amazon, Intel, Microsoft, Google, and Qualcomm all have 7,500+ people each. Any data & analytics professional you hire will have constant inbound recruiting from these companies. The sheer density of employers creates a pull effect.

Hyderabad: Moderate competition intensity. 7 major employers, totaling 47,000+ employees. Still competitive — Amazon and Microsoft alone account for 30,000 — but fewer total companies vying for the same talent compared to Bangalore.

Singapore: Lower competition intensity. Only 3 major tech employers from our dataset (AMD, Broadcom, Qualcomm), totaling about 2,500. The talent pool is smaller, but so is the number of companies actively recruiting from it. P&G is actually the largest employer in Singapore from our dataset (2,007), which is a notable advantage.

P&G's overall 7% attrition rate is a strong baseline — well below typical tech company rates. The question is whether that holds in a city like Bangalore where the competitive pressure is significantly higher.

I'll stay in my lane and present this as a talent data analysis, not a location strategy recommendation. There are factors outside our dataset — cost of living, government incentives, regulatory environment, time zone alignment — that matter here.

Here's what the talent data tells you:

Bangalore offers the deepest talent pool. 11 major tech employers, 80,800+ employees in our dataset alone. You'll have the easiest time *finding* candidates, but the hardest time *winning* them. Amazon, Google, Microsoft, and Intel all have massive, established operations. P&G would need a compelling pitch — supply chain impact, stability, the 7% attrition story — to stand out.

Hyderabad offers a strong pool with slightly less competition. 7 major employers, 47,000+ employees. Amazon and Microsoft dominate, but there are fewer total companies competing. If you're looking for India-based talent with somewhat less employer competition than Bangalore, Hyderabad is the pragmatic alternative.

Singapore offers the smallest talent pool but the strongest existing foundation. P&G already has 2,007 people there — employer brand, leadership, HR infrastructure are all in place. Competition from tech companies is lighter (3 employers, ~2,500 employees in our data). The constraint is scale: if you need a large team, the talent pool may not support it.

What we don't have (and what you'd need to make this decision):
- City-level attrition rates
- Salary benchmarks by city and role
- University pipeline data for data & analytics graduates
- Availability of specific skills (Python, SQL, ML) by geography
- Real estate and operational cost comparisons

The talent data narrows the conversation, but it doesn't close it. Each city has a clear profile: Bangalore for depth, Hyderabad for a balance of depth and competition, Singapore for building on what you already have.