role_requirements

shallow

io.github.sarthakjain004/headstart · Verify this server

What postings for a role or a job category ask for, counted over a sample of them: the tech skills their descriptions mention (each as a share of the sampled postings, with how many employers mention it), the minimum years they state, salary quartiles per currency, the remote share, and the companies and countries with the most of them. `query` is the role only, as in search_jobs ('data engineer'); the sample is the 300 postings closest to it among those the filters admit, each requisition counted once however many Boards or countries copy it, and at most 8 of one company's unless `company` is named. `category` alone samples the category's newest postings across the whole index; with `query`, the closest within it. Say what was counted: how many postings, of how many, and how they were picked, as the answer states it. Skills come from a fixed list of tech skills; a skill few employers mention may be one employer's self-description. For a career switcher, read the skills with the stated years. The filters mean what they mean in search_jobs, `include_non_tech` too: postings HeadStart's classifier is confident are not tech are left out of the sample unless it is true, and the answer says how many. No description text is returned.

100.0/100

1 trials · measured today

role_requirements scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against io.github.sarthakjain004/headstart, measured 20 Oct 2026 under methodology v0.2.0. Every measured component scored 100.

Component breakdown

ComponentWeightValue
Reliability35%not applicable
Schema integrity25%100.0
Failure behaviour15%not applicable
Latency15%not applicable
Concurrency10%not applicable

Tool details

Transport
remote
Credential class
self-provisionable
Input schema
not declared
Output schema
not declared
Side-effect classification
unclassified

Score history

DayScoreTierMethodology
2026-10-20100.0shallowv0.2.0

Probe evidence

ProbeOutcomes
schema_integritypass: 1

Raw request/response logs are not archived yet — the outcome counts above are drawn directly from every recorded trial.

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Vouch score: role_requirements
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role_requirements — Vouch