Bonus structures and stock options in data science roles tend to be more generous in developed markets such as the US, UK, and Western Europe compared to emerging markets like India, Brazil, or Southeast Asia. In developed markets, companies often offer significant performance bonuses and equity as a key part of compensation, whereas in emerging economies, fixed salaries form a larger share of total pay, with limited stock option offerings.
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