What’s in the report?

As AI reshapes industries and geopolitical tensions redefine markets, one constant remains: the unrelenting need for skilled engineering and digital talent. This talent has become the cornerstone of enterprise resilience, enabling global organizations to innovate at scale and adapt with agility in an unpredictable world. 

Engineering hubs that once focused on delivery are now driving transformation. They bring together scale, speed, and capability, helping companies accelerate product development, strengthen digital operations, and manage cost without compromising quality. 

Across the globe, new Centers of Excellence (CoEs) are emerging as strategic anchors of this evolution. India’s deep engineering base, China’s technology scale, and the fast-growing ecosystems of Vietnam, Mexico, and Romania are redefining where innovation happens and how enterprises build for the future. 

The talent landscape itself is undergoing a rapid shift. AI and ML engineering talent grew 20% faster than software engineering roles in 2024, signaling a decisive turn toward data-driven and intelligent systems. National programs in Czechia and the Philippines are further expanding AI capabilities, investments, and workforce readiness, widening the map of global innovation. 

The CoE Hotspots of the World 2025 report evaluates 25 countries shaping this next phase of global engineering. Each market has been analyzed across several key dimensions like Talent Availability, Software Engineering Maturity, Quality of Life, Diversity & Inclusion and more. The findings give leaders a clear, data-backed view of where to build and how to scale. 

In this dynamic environment, success depends on precision, identifying the right locations, accessing the right talent, and aligning capabilities with business ambition. This study maps the world’s most competitive CoE destinations, equipping leaders with the insights to build high-performing global engineering hubs that deliver scale, speed, and sustained impact. 

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Key Insights from the Study

  • Centers of Excellence (CoEs) have become the foundation of enterprise transformation, combining global talent, technology maturity, and operational scale to drive innovation and resilience. 
  • Global software engineering talent now exceeds 13.8 Mn, with APAC accounting for more than 60% — reaffirming the region’s position as the world’s largest engineering hub. 
  • AI and ML engineering talent grew 20% faster than Software Engineering talent in 2024, crossing 3.7 Mn professionals worldwide. 
  • India (3.53 Mn) and China (3.62 Mn) continue to lead global engineering talent availability, followed by the US (1.71 Mn) and Canada (648K). 
  • Czechia and the Philippines are emerging as focused AI growth markets, powered by national strategies such as Czechia’s AI Strategy 2030 and the Philippines’ AI Roadmap 2.0. 
  • APAC and North America dominate the global AI landscape, accounting for 38% and 33% of total AI and ML talent, respectively. 
  • Eastern European countries, including Romania, Czechia, and Estonia, are strengthening their mid-level positions with high-quality engineering talent, EU-aligned policies, and competitive cost structures. 
  • Latin American markets such as Mexico, Brazil, and Colombia are evolving into high-potential CoE destinations, driven by proximity to North America and a growing digital workforce. 
  • Women’s representation in technology continues to rise, with China nearing gender parity in software engineering, and countries such as Belarus and Estonia leading in Europe. 
  • Asia leads female participation in AI and ML, supported by strong inclusion programs and skilling initiatives in Malaysia, Indonesia, and China. 

Global Software Engineering Talent availability and cost

Center Of Excellence Hotspots Global Map

Why download this report?

  • Identify the world’s most attractive destinations for building scalable, high-performing CoEs.
  • Benchmark your globalization strategy using Zinnov’s proprietary Z1000 dataset.
  • Understand regional strengths and ecosystem maturity to make data-driven location decisions.
  • Gain insights into talent dynamics, cost competitiveness, and innovation readiness for 2025 and beyond.

Evaluation Parameters:

  • Talent Availability
  • Software Engineering Ecosystem Maturity
  • Cost Competitiveness
  • Ease of Doing Business
  • Quality of Life
  • Cultural Affinity
  • Diversity & Inclusion

Each parameter captures a key dimension of what makes a location attractive for building and scaling CoEs. Together, they provide a holistic view of the global engineering landscape, where scale, cost, talent depth, and innovation readiness intersect.

To get access to the full report, please drop us a note at info@zinnov.com

Country Ranking based on their potential to house fully scalable Software Engineering teams

Country Ranking based on their potential to house fully scalable Software Engineering teams

With 23+ years of experience across the globe in setting up and transforming 200+ Centers of Excellence (CoEs), Zinnov helps enterprises build scalable, high-performing global hubs. We enable organizations to unlock talent, optimize costs, and accelerate innovation through future-ready CoE models.

For more details about working with us, drop us a note at info@zinnov.com and we will get in touch with you.

Report Authors and Contributors

Nilesh Thakker

Nilesh Thakker

President

Namita Adavi

Namita Adavi

Partner

Ankit Mishra

S Doraiswamy Bharath

Senior Manager – Research

Pradeepbabu Kalaikamban

Pradeepbabu Kalaikamban

Lead Research Executive

Suveenthar G

Suveenthar G

Associate Research Executive

Reshma Sekar

Reshma Sekar

Associate Research Executive

FAQs

FREQUENTLY
ASKED QUESTIONS

A Center of Excellence (CoE) is defined as a body in an organization that has leading-edge knowledge and competency in a particular area and is comprised of highly skilled individuals and experts.

Zinnov evaluated 25 countries across North America, Latin America, Eastern Europe, and Asia Pacific to narrow down the COE hotspots of the world. The identified locations were benchmarked against developed countries like the US, the UK, and Japan.

The insights and analyses from this comprehensive study will benefit key stakeholders and decision makers such as CXOs, Strategy, Operations, and HR leaders from global MNCs; Operating Partners at Private Equity firms.

We have selected the 25 countries because of their high potential to house full software engineering teams. Zinnov’s extensive experience of working with global technology organizations, PE firms, and Technology Service Providers, uniquely positions us to evaluate key aspects such as the presence of significant talent pools, ecosystem maturity, affordable costs, and ease of doing business in terms of geopolitical stability, English proficiency, and IP and Data Privacy – that make certain countries global talent hotspots.

Organizations set up global COEs or GCCs to –

  • De-risk business
  • Initiate transformative change in the organization in a scalable and sustainable manner
  • Provide visibility, focus, and establish commitment to innovation
  • Provide flexibility to innovate fast and fail fast

An organization can measure the success of its COE by measuring –

  • The expertise showcased by a COE – Relevant, Deep, and Unique (IP worthy, POC generated).
  • The ability to impact the organization by shaping its business vision and technology roadmap and/or by helping the organization fill the skill gap/market gap to achieve the outlined broader organizational vision.
  • The ability to generate economic value for HQ and drive product ownership and technology leadership.

Here are the top key levers to build successful Centers of Excellence –

  • A well-defined vision with strong executive sponsorship
  • The selection of the right location with a strong external ecosystem
  • Skill availability at scale
  • Creating an organizational structure that empowers the COE to take up ownership and hence sets it up for success
  • Building a strong talent strategy
  • Well-defined governance and operating model
  • Prioritizing the right use cases and problems to solve for
  • Fostering meaningful partnerships with start-ups, academia, and other companies in the ecosystem.

An effective COE must have the following attributes in order to drive high-impact value and ROI –

  • High engineering maturity
  • Clearly defined center persona
  • Top-notch talent attraction and retention strategy
  • Strong partnerships with the external ecosystem
  • Visionary leader to drive innovation

Speak to our consultants for more details

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