Why not just use filters?
Filters only find the words you thought to include. Semantic matching can connect related work written in different language, and the visible reason lets you judge that connection.
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BetterJobs is a jobs and people marketplace with AI-assisted semantic matching. Write the role in a form or in plain language, then review an ordered shortlist with matched skills and qualitative reasoning attached.
R. Delacruz
Senior Frontend Engineer · Manila · open to hybrid · 7 years
The role names the same frontend systems work, level, and location preference.
A. Okonkwo
Product Engineer, platform teams · Remote (WAT) · 6 years
The stack and product scope overlap; a hybrid preference is not stated.
M. Lindqvist
Frontend Engineer · Lisbon · remote-first · 4 years
The frontend work aligns, while the role asks for more senior ownership.
Sample data. Synthetic people and ordering; no real candidate or result is shown.
The assistant can turn a plain-language brief into a draft role, inspect the illustrative pool, and pull supporting profile details into the same conversation.
Send illustrative brief
Sample data. This is an authored demonstration using a synthetic person, not a recording of a real search or customer result.
Write the posting, or tell the assistant what the role needs in plain language and edit the draft it gives back.
AI-assisted semantic matching compares the whole role with whole profiles, then returns an ordered list with matched skills and a qualitative reason.
Message a candidate from the shortlist and track the reply in the same jobs and people marketplace.
Filters only find the words you thought to include. Semantic matching can connect related work written in different language, and the visible reason lets you judge that connection.
Read the matched details and qualitative reason, then refine the brief in ordinary language. BetterJobs supports a decision; it does not replace one.
Start with one role. Jobs belong to an organization so teammates can join later, without requiring a full recruiting pipeline before the first shortlist.
Post a role free while BetterJobs is in beta. First matches usually arrive in about four minutes.
Post your first role