About Role Radar

An independent hiring market intelligence platform built to help professionals and employers make data-driven decisions.

What is Role Radar?

Role Radar aggregates job postings from direct employer career pages and job boards, then uses LLM-powered classification to standardize role families, seniority levels, skills, working arrangements, and compensation data. The result is a structured dataset covering 5 major hiring markets, updated daily.

The platform serves two audiences: job seekers who want to understand what skills are in demand, what salaries to expect, and where the opportunities are; and employers who need competitive benchmarks, talent pool visibility, and market positioning data.

The Data

7,944+

Jobs analyzed

4,453+

Employers tracked

5

Cities covered

6

Data sources

Learn More

Methodology

Data collection, classification pipeline, quality controls, and limitations.

Browse Trends

Explore hiring trends across all covered cities and job families.

Built by Rich Jacobs

Role Radar is an independent project built as a portfolio piece demonstrating full-stack data engineering, LLM integration, and product development. The entire pipeline -- from scraping to classification to visualization -- is open-source and documented.