Affiliate disclosure

CareerROI participates in affiliate programs with several bootcamps, cert prep providers, and online learning platforms. When you click an outbound link to one of these partners and enroll, we may earn a commission at no additional cost to you.

Our rules

• Affiliate status never determines whether a program is included in our calculators or reviews.
• We don't change a program's verdict based on commission rates.
• Programs we'd refuse to recommend are clearly marked, even if they pay us.
• All ROI calculations use third-party salary and outcomes data — never numbers supplied by a partner.

Per FTC guidance

Some links on this site are affiliate links, meaning we earn a commission if you make a purchase. As an Amazon Associate and partner of select education providers, we earn from qualifying enrollments. This disclosure complies with the U.S. Federal Trade Commission's 16 CFR Part 255 guidelines.

Last updated: May 2026