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AIHawk includes or adapts work from these projects.
src/aihawk/documents.py
The shape of the job report (dimensions weighed by judgment, a score from 1 to 5, posting legitimacy
judged apart from the score) is adapted from career-ops (https://github.com/santifer/career-ops),
MIT License, Copyright (c) 2026 Santiago Fernandez de Valderrama. No file was copied.
src/aihawk/profile.py, src/aihawk/database.py
The search plan's rules and the rarity weight follow the planner of the author's earlier job-search engine; the credit is to that work.
The published job database
Is merged from the public sources named in pipeline/build.py, each with its home and licence as far as
it states one; each release's manifest.json lists them, with the rows each gave or the error that left
it out that day, and every row names the sources that carried it. Each posting belongs to its employer and links back to the original.
docs/data-sources.md lists each source with its licence and how to ask for its removal. AIHawk's MIT licence
covers its code, not this data. Job data from Headcount Labs (https://headcountlabs.com), ODbL 1.0, with location
data from OpenStreetMap contributors (ODbL) and Overture Maps. Forward Deployed Engineer jobs from FDE Times, CC BY 4.0.