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How to read these profiles

SkillsToPivot uses desk-style bylines where appropriate. That means some pages are maintained by a small editorial group instead of a single named writer. We publish the desk that owns the page, what it covers, and which standards it follows.

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SkillsToPivot Editorial Team

Course Reviews Β· Platform Evaluations

Responsible for all certificate reviews and platform comparisons. Every course reviewed is enrolled in and assessed against a 7-factor rubric. Affiliate commission potential plays no role in editorial ratings.

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Research Desk

Salary Data Β· Market Intelligence Β· Source Verification

Traces every salary figure to a primary source β€” BLS OES, Lightcast job-posting data, or platform-disclosed learner outcome reports. No figure is published without a citable reference.

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Career Change Desk

Career Pathways Β· Roadmaps Β· Switcher Strategy

Produces long-form career guides and pivot roadmaps written specifically for working adults β€” not recent graduates. Research informed by hiring manager interviews and 500+ job postings analysed per category.

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