AI Career Roadmap 2026

Browse roles, generate learning paths, calculate costs, export as PDF.

U.S.-centric snapshot. Upper ranges reflect senior/high-cost markets. Many roles assume adjacent experience. Certs signal intent; hiring prioritizes applied scope.

0 roles 0 certs 0 saved

Engineering

Data & Analytics

Product & Business

Governance & Risk

Emerging Roles

Titles and scope still consolidating across companies.

Certifications

My Roadmap

U.S.-centric snapshot (Dec 2025–Jan 2026). Upper ranges reflect senior/high-cost markets. Many roles assume adjacent experience. Certs help signal intent; hiring prioritizes applied scope and evidence.

Assumptions

This tool is a conservative reference designed to help you orient. It reflects market reality as of early 2026, with significant caveats.

U.S.-centric snapshot: Roles and salaries reflect major U.S. markets unless noted otherwise.
Upper salary ranges: Typically reflect senior scope or high-cost markets (SF, NYC, Boston), not entry-level offers.
Adjacent experience: Many "AI" roles assume prior context (product, domain, infrastructure, risk, etc.), despite low technical barriers.
Certifications: Help signal intent and baseline knowledge. Hiring decisions still prioritize applied scope, ownership, and evidence of work.
Emerging titles: Scope and naming vary widely across companies; roles often exist as responsibilities inside other titles.
Volume indicators: Reflect hiring trends, not absolute job counts; "high volume" means more openings, not easier hiring bars.

If you see gaps or disagree with framing, that's useful feedback—these roles are still consolidating.