With the rise of remote work, companies increasingly offer competitive equity and bonus packages to attract global data science talent, sometimes tailoring stock option grants and bonus structures based on regional cost of living, taxation, or market norms. This flexibility leads to more diversity and variation in compensation worldwide.
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