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Compensation

Total Compensation

Total compensation (TC) is the complete value of an employee's pay package, encompassing base salary, equity grants (options or RSUs), annual bonuses, signing bonuses, benefits (health insurance, 401k matching, etc.), and perks (remote work stipends, learning budgets, etc.). In tech, TC is the standard measure for evaluating and comparing offers because base salary alone often represents only 50-70% of the total package.

For tech and AI roles, total compensation varies dramatically by company stage, location, and role seniority. A senior ML engineer might see TC ranging from $200,000 at an early-stage startup (heavy equity weighting) to $600,000+ at a FAANG company (heavy RSU weighting). Understanding how to evaluate and compare these packages — including equity valuation, tax implications, and vesting schedules — is a critical skill for both candidates and recruiting teams.

Platforms that incorporate total compensation data into their matching algorithms help avoid one of the most common hiring failures: late-stage compensation mismatches. By aligning expectations on TC before interviews begin, these platforms ensure that both company and candidate time is spent on genuinely viable matches.

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