Working in AILesson 3 of 85

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Working in AI

Lesson 3 of 85. Sign in to keep your place.

Module 1 · The terrain: who hires, for what, and where you fit

Geography, time zones, and the office you have never heard of

10 min read

Four ways to be paid by a company that is not in your city

The employer categories tell you who hires. This lesson tells you where the desk is, because that single fact changes your pay, your hours and how hard the door is to open.

1. A local company. Straightforward. Local pay, local law, local currency.

2. A services firm billing a foreign client. You are employed by an Indian, Filipino or Polish company and your work goes to a bank in London. Your pay is set by your employer’s local market, not the client’s.

3. A global capability centre. A multinational sets up its own engineering site abroad and employs people directly. This is the category almost nobody outside it knows exists, and it is enormous.

4. Remote for a foreign employer. You work from home for a company with no presence in your country. Highest ceiling, hardest door, and the one everybody aims at first.

The global capability centre

Also called a GCC, a captive centre, or an in-house development centre. A large company (an American insurer, a German carmaker, a British retailer) opens a wholly owned subsidiary in Bangalore, Hyderabad, Pune, Chennai, Gurugram, Kraków, Warsaw, Bucharest, Lisbon, Guadalajara, São Paulo, Cairo, Nairobi, Manila or Ho Chi Minh City, and staffs it with hundreds or thousands of engineers, analysts and data people.

The difference from a services firm is the employment relationship. In a services firm you are billable inventory: your employer sells your hours and keeps the margin. In a GCC you are staff of the parent company’s subsidiary, working on its own systems, with its own roadmap.

The practical consequences:

  • Pay sits above local services firms and below the parent country. That gap is the whole reason the site exists.
  • You get one system deeply rather than five shallowly, which is better for a technical career and worse for range.
  • Hiring is often through the same local recruiters as everyone else, which means the bar is local, not head-office.
  • These sites rarely market themselves. There is no “GCC” tag on a job board.

To find them: pick a large foreign company in an industry near you, search its name plus your city on LinkedIn, and look at the employee count. If a Dutch bank has 1,400 people in Chennai, that is a GCC. Then go to the company’s own careers page and filter by country: those roles are often not syndicated to aggregators at all.

Time zone is a harder filter than skill

Most remote adverts carry a line like “must overlap four hours with Pacific time” or “European time zones only”. People skim past it. It is usually the strictest filter in the advert.

Work the arithmetic once and it stops being abstract. Suppose a San Francisco team wants overlap from 09:00 to 13:00 Pacific:

  • Lagos (UTC+1): 17:00 to 21:00. An evening shift. Tiring but survivable.
  • São Paulo (UTC-3): 13:00 to 17:00. Ordinary working hours.
  • Warsaw (UTC+2): 18:00 to 22:00. Late, and legal working-time rules may apply.
  • Bengaluru (UTC+5:30): 21:30 to 01:30. This is a night job. Many people do it and burn out inside two years.

Now flip it. A London team wanting 10:00 to 14:00 UK time is 14:30 to 18:30 in Bengaluru and 11:00 to 15:00 in Lagos: comfortable for both. The lesson is not “remote is hard”. It is that your continent determines which foreign markets are realistically open to you, and for South Asia that market is Europe and the Gulf far more than the US west coast.

The remote market has narrowed, and for a mechanism

Fully global remote hiring was wider in 2021 than it is now, and the reason is not fashion. When a company employs somebody in a country where it has no legal entity, it risks creating a permanent establishment (a taxable presence) and it inherits that country’s employment law on notice, severance and leave. Finance and legal teams caught up, and the answer was to restrict hiring to countries where an entity already exists, or to route everyone through an employer-of-record service that charges a per-head fee.

That fee is the point. An employer of record typically costs a few hundred dollars a month per person. It is trivial next to a senior salary and material next to a junior one, which is exactly why remote junior roles are scarce and remote senior roles are not. If you are early, aim locally or at a GCC and treat global remote as the second job, not the first.

Moving within your own country is underrated

The highest-return relocation for most people is domestic: Lagos, Nairobi, Bengaluru, Hyderabad, Pune, São Paulo, Kraków, Cairo. Pay differences between a capital and a secondary city inside one country are frequently larger, in percentage terms, than the difference between two neighbouring countries, and there is no visa involved.

Before deciding, do the subtraction rather than comparing headline numbers. A 60% higher salary against 90% higher rent and a two-hour commute is a pay cut with extra steps. Write down monthly rent, transport, food and the hours you lose, then compare what is left.

Every lesson here is open. Your progress is recorded once you pass the AI at Work exam.

Check your understanding

Priya is in Bengaluru with two years of analytics experience. She applies only to fully remote roles at US start-ups and gets nowhere. Which change is most likely to open doors, and why?

Pick the one you would defend. Your answer stays private.

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How to cite: Addaly (2026) ‘Geography, time zones, and the office you have never heard of’, in Working in AI. Edited by M. Mun. Addaly. Available at: https://addaly.com/learn/ai-careers/where-the-work-happens (Accessed: 13 October 2026).