Visakhapatnam is entering a new phase of its economic journey.

The city, traditionally known for its port, steel, shipping, tourism and industrial economy, is now becoming the centre of one of India's biggest digital-infrastructure projects: Google's gigawatt-scale AI Hub and data-centre campus.

The project represents an approximately US$15 billion investment over five years, from 2026 to 2030, and is being developed in partnership with AdaniConneX and Nxtra by Airtel. Construction officially began in April 2026.

But what does a 1 GW data centre actually mean?

How many people could work there?

What kinds of jobs will be created?

And could this project change Visakhapatnam's economy beyond the data-centre campus itself?

Let's break it down.

What is being built in Visakhapatnam?

The Google project is not simply a conventional server building.

Google describes the Visakhapatnam development as a full AI infrastructure hub, combining:

• Gigawatt-scale data-centre capacity
• AI computing infrastructure
• Large-scale energy infrastructure
• Clean-energy generation
• Energy-storage systems
• Expanded fibre connectivity
• An international subsea cable gateway
• Infrastructure for businesses and AI startups

The project is expected to provide computing capacity for large enterprises, developers and startups building AI applications.

The April 2026 groundbreaking marked the beginning of construction. Google said the AI hub is being developed with AdaniConneX and Nxtra by Airtel and will include three data-centre campuses as part of the broader gigawatt-scale development.

What does 1 GW actually mean?

1 GW = 1,000 MW.

That is an enormous amount of electrical and computing capacity.

If 1 GW were continuously consumed as IT load, the theoretical energy requirement would be:

1,000 MW × 24 hours = 24,000 MWh per day

or approximately:

24 GWh per day

and roughly:

8.76 TWh per year.

The actual electricity consumption of the completed project will depend on how the capacity is deployed and operated, so these figures should not be interpreted as the project's guaranteed annual consumption.

The important point is the scale.

A gigawatt-scale AI campus requires much more than servers.

It requires:

Power + Cooling + Networking + Fibre + Security + Buildings + Storage + Maintenance + Skilled Engineers

That is why the Vizag project is better understood as an AI infrastructure ecosystem, rather than simply a data centre.

How much money is being invested?

Google has announced an investment of approximately US$15 billion between 2026 and 2030 for its AI hub in India, centred on Visakhapatnam.

Google describes this as its largest investment in India to date.

The investment is intended to support the entire infrastructure stack rather than only the physical data-centre buildings.

It includes:

• Data-centre infrastructure
• Energy
• Connectivity
• Fibre networks
• Subsea cables
• AI computing infrastructure
• Supporting infrastructure

This makes the project potentially significant not only for the technology sector but also for construction, engineering, energy, telecom and other industries.

How many jobs could the project create?

This is one of the biggest questions surrounding the project.

According to the Government of India's October 2025 announcement, the project is expected to create:

5,000–6,000 direct jobs

and approximately:

20,000–30,000 total jobs in Andhra Pradesh.

The same government announcement said the project is expected to generate approximately ₹10,000 crore in revenue for Andhra Pradesh.

These numbers are important because they distinguish between people directly employed by the project and the broader employment generated through the surrounding economic ecosystem.

In simple terms:

Direct employment:
5,000–6,000

Total employment in the state:
20,000–30,000

That means the broader employment impact could be several times larger than the number of people directly working for the data-centre operation.

However, the 20,000–30,000 figure should not be interpreted as 20,000–30,000 people permanently working inside the data centre.

It includes the wider employment impact associated with the project.

What kind of jobs will exist?

One of the biggest misconceptions about data centres is that they only employ software engineers.

They don't.

A large AI data centre requires people from many different professions.

1. Data-centre operations

These employees keep the facility running 24 hours a day.

Roles include:

• Data Centre Manager
• Operations Manager
• Data Centre Engineer
• Data Centre Technician
• Critical Facilities Technician
• Operations Coordinator
• Site Operations Engineer

2. IT and server infrastructure

This is the technical core of the facility.

Potential roles include:

• Server Engineer
• Systems Engineer
• Infrastructure Engineer
• Hardware Engineer
• Storage Engineer
• Linux Engineer
• Database Engineer
• AI Infrastructure Engineer
• GPU Infrastructure Engineer
• Cloud Engineer
• DevOps Engineer

As the Vizag facility is being developed around large-scale AI computing, specialised AI infrastructure roles could become particularly important.

Google describes the facility as providing gigawatt-scale compute for large enterprises and startups building AI solutions.

3. Network and telecom jobs

A hyperscale data centre needs extremely high-capacity connectivity.

Potential roles include:

• Network Engineer
• Network Technician
• Fibre Engineer
• Fibre Technician
• Optical Network Engineer
• Telecom Engineer
• Network Security Engineer
• Connectivity Engineer

This becomes even more interesting for Vizag because the project includes a new international subsea connectivity gateway.

Google's America-India Connect initiative includes plans for a new international subsea gateway in Visakhapatnam, with new subsea paths and fibre routes intended to improve international connectivity and network resilience.

That means Vizag could potentially become more important in India's international digital connectivity infrastructure.

4. Electrical engineering jobs

A 1 GW campus needs a huge electrical ecosystem.

Potential roles include:

• Electrical Engineer
• Power Systems Engineer
• High-Voltage Engineer
• Substation Engineer
• UPS Engineer
• Generator Engineer
• Electrical Technician
• Switchgear Technician
• Battery/energy-storage technician
• Protection and Control Engineer

These aren't ordinary office jobs.

They involve mission-critical infrastructure where power reliability is essential.

Google has already advertised senior data-centre electrical engineering positions associated with the Visakhapatnam/Anakapalli area, demonstrating the need for specialised critical-facilities expertise.

5. Mechanical and cooling jobs

AI servers generate substantial heat.

Therefore, cooling is one of the most important parts of a modern data centre.

Potential roles include:

• Mechanical Engineer
• HVAC Engineer
• Cooling Engineer
• Chiller Engineer
• Thermal Engineer
• Pump Engineer
• HVAC Technician
• Water-system Engineer
• Building Management System Engineer

Google has also advertised senior mechanical data-centre engineering positions associated with the Visakhapatnam/Anakapalli project.

6. Cybersecurity

A data centre containing critical computing infrastructure requires multiple layers of cybersecurity.

Potential roles include:

• Cybersecurity Engineer
• SOC Analyst
• Cloud Security Engineer
• Network Security Engineer
• Incident Response Engineer
• Security Operations Manager
• Identity and Access Management Engineer
• Threat Detection Engineer

As AI infrastructure becomes more important, protecting the underlying infrastructure becomes increasingly important as well.

7. Physical security

A hyperscale campus also needs extensive physical security.

Jobs can include:

• Security Manager
• Security Supervisor
• Security Guards
• CCTV Operators
• Access-control Operators
• Security Systems Technicians
• Emergency Response Teams

This is another category where local employment can potentially be significant.

8. Fire and safety

Large electrical and mechanical facilities require specialised safety teams.

Potential roles include:

• Fire & Safety Engineer
• EHS Manager
• EHS Officer
• Fire-system Technician
• Safety Auditor
• Environmental Officer
• Emergency Response Personnel

9. Facilities management

The campus itself functions almost like a small industrial city.

It needs:

• Facilities Managers
• Building Engineers
• Civil Engineers
• Plumbing Engineers
• Electrical Maintenance Teams
• Mechanical Maintenance Teams
• Lift/Elevator Technicians
• BMS Operators
• Waste-management teams

10. Logistics and warehouses

Thousands of servers and components require a sophisticated supply chain.

Potential jobs include:

• Warehouse Manager
• Inventory Controller
• Logistics Manager
• Procurement Specialist
• Spare-parts Coordinator
• Material Handler
• Equipment Receiving Staff
• Transport and Logistics Personnel

11. Administration

Not every employee needs to be an engineer.

The campus and associated businesses will also require:

• HR
• Finance
• Accounts
• Legal
• Procurement
• Administration
• Vendor Management
• Project Management
• Government Relations
• Community Relations

Construction could create another employment wave

There is an important difference between construction employment and permanent data-centre employment.

While the campus is being constructed, there can be large numbers of:

• Civil engineers
• Structural engineers
• Electrical engineers
• Mechanical engineers
• MEP engineers
• Architects
• Surveyors
• Project managers
• Planning engineers
• Electricians
• Welders
• Plumbers
• HVAC technicians
• Fibre technicians
• Crane operators
• Heavy-equipment operators
• Construction workers
• Drivers
• Security personnel

These jobs can be substantial during the construction period but should not automatically be counted as permanent positions after the campus becomes operational.

Can people from Vizag get these jobs?

Yes, but the answer depends on the position.

There will be different qualification levels.

10th / 12th standard

Potential opportunities:

• Security
• Housekeeping
• Catering
• Warehouse support
• Logistics
• Administrative support
• Facility support

ITI

Potential pathways:

• Electrician
• HVAC technician
• Mechanical maintenance
• Electrical maintenance
• Fire-system technician
• Generator maintenance
• Cable technician

Diploma

Potential pathways:

• Data-centre technician
• Electrical technician
• Mechanical technician
• Network technician
• Facilities technician
• BMS operator

B.Tech / B.E.

Potential pathways:

• Electrical Engineer
• Mechanical Engineer
• Network Engineer
• Systems Engineer
• Cloud Engineer
• Infrastructure Engineer
• Data Centre Engineer
• Security Engineer

Advanced qualifications

Potential pathways:

• AI infrastructure
• Cybersecurity
• Cloud architecture
• Advanced networking
• Data engineering
• Systems architecture

This creates an opportunity for Visakhapatnam's educational institutions to build specialised training programmes around data-centre and AI infrastructure.

The jobs don't stop at the data centre gate

This may be the most important part of the entire story.

A project of this scale can create demand for businesses outside the actual campus.

Think about:

Technology

• AI startups
• SaaS companies
• Cloud services
• Cybersecurity companies
• Data analytics
• AI application companies

Engineering

• Electrical contractors
• HVAC companies
• Data-centre maintenance firms
• Fibre contractors
• Generator maintenance
• UPS and battery services
• Equipment suppliers

Services

• Hotels
• Restaurants
• Transport companies
• Rental housing
• Corporate housing
• Cleaning companies
• Security companies
• Recruitment agencies

Education

There could also be demand for specialised training in:

• Data-centre operations
• Cloud computing
• Networking
• Cybersecurity
• AI infrastructure
• Electrical critical facilities
• HVAC
• Fibre and telecom
• Building management systems

This is how a large infrastructure project can create a wider ecosystem rather than only a fixed number of jobs.

What about Vizag's international connectivity?

Another potentially transformative element is the planned subsea cable gateway.

Google says the Visakhapatnam AI hub will include a major international subsea gateway, with multiple international subsea cables landing in the city.

The objective is to create route diversity and improve the resilience of India's international digital backbone.

For Visakhapatnam, this could mean the city becomes more relevant to:

Cloud + AI + Internet + Telecom + International Data Connectivity

That could make the city more attractive for companies that depend on high-capacity, low-latency international connectivity.

Energy: the biggest infrastructure challenge

A gigawatt-scale AI campus requires enormous amounts of reliable power.

Google has said that the Vizag AI hub will involve:

• New transmission lines
• Clean-energy generation
• Energy-storage systems

The company says these investments are intended to support the expansion of the AI hub while contributing to India's broader clean-energy goals.

This means the project isn't just about constructing server buildings.

It can also create demand for:

Power generation → Transmission → Substations → Storage → Distribution → Data centre

That creates additional engineering, construction and maintenance opportunities.

What about water and cooling?

Cooling is essential for data centres, particularly AI facilities.

But water and environmental considerations are also among the issues that need careful planning.

Public reporting has included concerns around water availability and environmental impacts associated with the project. These concerns are matters of public debate and should be distinguished from confirmed project specifications.

For a project of this scale, responsible development therefore needs to consider:

• Water availability
• Cooling efficiency
• Water recycling
• Energy efficiency
• Environmental impact
• Local infrastructure capacity
• Long-term resource management

The economic benefits and infrastructure requirements need to be considered together.

What could this mean for Visakhapatnam?

If the project develops as planned, its impact could extend well beyond the data-centre campus.

The potential chain looks like this:

Google AI Hub

↓

Gigawatt-scale computing

↓

Power infrastructure

↓

Renewable energy + storage

↓

Subsea cables + fibre

↓

AI and cloud ecosystem

↓

Technology companies

↓

Engineering companies

↓

Jobs and skills

↓

Hotels + housing + transport + restaurants

↓

More business activity in Visakhapatnam

That is why the project is significant.

It is not simply another large building being constructed on the outskirts of the city.

It is an attempt to establish a major piece of digital, energy and connectivity infrastructure.

So, how many jobs could Vizag actually see?

The most defensible numbers currently available are:

Direct jobs

5,000–6,000

Total jobs attributed to the project across Andhra Pradesh

20,000–30,000

These figures come from the Government of India's October 2025 announcement.

There are also broader employment-impact figures reported publicly that are much higher, but these should not be confused with direct permanent employment at the data centre.

The safest way to describe the project is therefore:

The Google Vizag AI Hub is expected to create around 5,000–6,000 direct jobs and 20,000–30,000 total jobs across Andhra Pradesh, while also generating additional construction, supply-chain and economic activity.

The bigger picture

Visakhapatnam has historically been known for:

Port + Steel + Navy + Manufacturing + Tourism

The next chapter could increasingly include:

Data Centres + AI + Cloud + Renewable Energy + Fibre + Subsea Connectivity

The Google AI Hub could become one of the anchor projects behind that transition.

Google broke ground on the project in April 2026, marking the beginning of the construction phase of its approximately $15 billion, 2026–2030 investment.

Whether Visakhapatnam ultimately becomes a major national AI and data-centre hub will depend on much more than one project. It will also depend on reliable power, connectivity, skilled talent, water and environmental management, supporting infrastructure, investment from other companies, and the ability of local businesses and institutions to participate in the ecosystem.

But one thing is already clear:

Vizag is no longer being discussed only as a port or industrial city.

It is increasingly becoming part of India's conversation about AI, cloud infrastructure and the digital economy.

And the real impact of a gigawatt-scale AI hub may not be measured only by the number of servers inside its buildings.

It could ultimately be measured by the companies, careers, infrastructure, skills and businesses that grow around it.

Sources

• Government of India / Press Information Bureau — project investment and employment estimates.
• Google — announcement of the $15 billion India AI Hub and gigawatt-scale Visakhapatnam infrastructure.
• Google — April 2026 construction milestone and community/infrastructure plans.
• Google — America-India Connect and Visakhapatnam subsea gateway.
• Adani — partnership and gigawatt-scale campus details.