Hireeing

hireeing.com

Hireeing is a curated early-career recruitment marketplace. Pruning Labs built its continuous ATS extraction pipeline that removes expired listings, a deterministic resume matching engine, and a browser autofill extension that cut application time to under forty-five seconds.

The problem

Early-career applicants face bloated job boards littered with expired listings, hidden salaries, and repetitive multi-page forms. The core failure is data freshness: a board that scrapes once and never re-checks is mostly fiction within a month.

What we pruned

• Ghost jobs and expired listings pruned via continuous ATS sync
• Repetitive multi-page application forms pruned via browser autofill
• Hidden compensation pruned with mandatory salary transparency

What we engineered

• Direct ATS extraction pipeline sourcing active entry-level openings
• Deterministic resume matching engine filtering roles by skill relevance
• Zero-friction browser autofill extension for application workflows

How it is built

• Listings are pulled directly from applicant tracking systems on a continuous cycle; anything that disappears upstream is delisted rather than left to rot.
• Matching is deterministic and explainable: extracted skills scored against structured role requirements, so a candidate can see why a role surfaced.
• The extension fills applications locally in the browser. Candidate documents are not routed through a third-party parsing service.

Stack

• Next.js 15
• FastAPI
• AI resume matcher
• Chrome extension
• PostgreSQL

Disciplines involved