How the calculator works
The calculator uses a base × location × certifications model. For your selected role and experience level, it looks up a base USD salary range. Then it applies a location multiplier (the Bay Area + NYC are at the top, India and emerging markets at the bottom). Finally, each selected certification adds a percentage bonus reflecting the typical premium that credential commands in job postings. The output is a low-to-high range — not a single number — because real salary data has 30-40% variance even within a specific role/level/company combination.
The data behind the numbers. Base ranges for the 17 roles reflect compiled estimates from public salary sources (Glassdoor company reports, LinkedIn Salary, Levels.fyi for tech-company tracks, US Bureau of Labour Statistics for the cybersecurity baseline) plus industry-knowledge ranges for roles where public data is sparse (red team operators, vulnerability researchers, malware analysts — these roles are niche enough that public surveys often miss them). Location multipliers reflect cost-of-living adjustments and labour market rates. Certification bonuses reflect the typical premium ranges from job postings that explicitly list the cert as required or preferred.
17 locations covered. US-specific (San Francisco/Bay Area, NYC, DC, Texas, US Average, US Remote), UK (London, UK Average), EU (Germany, Netherlands, EU Average), plus Canada, Australia, Singapore, UAE, India, and Remote Global. Each has its own multiplier reflecting realistic local rates. Note that "remote" is location-adjusted at most companies — a remote engineer "located in" the Bay Area gets Bay Area pay; one located in lower-cost regions often gets adjusted-down pay.
8 certifications tracked. OSCP (8% bonus, reflects offensive-testing premium), CEH (3%, baseline credential), CISSP (12%, strongest correlation in enterprise/government), CompTIA Security+ (2%, baseline), AWS Security (6%, cloud-roles premium), GPEN/GXPN (7%, niche but well-paid), CRTP/CRTO (5%, growing red-team credential), CISM (8%, management-track credential). Stacking certs is multiplicative — the bonuses modify each other rather than just adding.
What the calculator does NOT include. Stock and equity (can add 30-100% on top of base for tech-company roles), bonus targets (typically 10-25% on top for enterprise; sometimes much higher for executive roles), sign-on bonuses (one-time, varies wildly), and benefits / pension value (often significant for government and large enterprise). For total compensation analysis on tech-company offers, supplement with Levels.fyi. For enterprise offers, ask the recruiter directly for bonus target percentages and equity structure.