The product problem
Job listings often make compensation difficult to compare. Base pay, equity, bonuses, benefits, vesting, location, and departure timing can materially change the value of an offer. Job Transparency organizes the decision around total compensation and makes uncertainty visible.
What the product does
SearchSurfaces roles with compensation and location context.
ModelCalculates year-one and multi-year compensation packages.
ComparePlaces offers side by side across compensation components.
PrepareProvides resume, negotiation, interview, and cost-of-living tools.
Product and engineering considerations
- Normalize inconsistent salary and compensation data without hiding what is estimated.
- Keep job search fast across a large and frequently changing listing corpus.
- Make complex compensation models understandable to non-specialists.
- Connect discovery, evaluation, and negotiation in one coherent workflow.
Public evidence
The live product exposes compensation-first job search, total-compensation breakdowns, offer comparisons, scenario planning, and career tools. This case study intentionally describes only capabilities visible in the shipped product.