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Schema, prompts & taxonomy

What gets pulled out of a resume, which skills it matches to, and how search works. An edit takes effect on the next document parsed — no restart, no deploy. Already-parsed documents keep what they have.

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Skills the taxonomy could not place
Found on real resumes and not matched to anything in the vocabulary. Add the genuine ones to skills.json below — as a new skill, or as an alias of one that already exists. Saving re-matches every resume already parsed, so nothing needs re-uploading.
As writtenSeenClosest existing skill
database optimization1Search Engine Optimisation (0.36)
data etl1Data Engineering (0.44)
data governance1Datadog (0.26)
data integrity & eres assessment1AWS IAM (0.15)
data loss prevention1Infection Control (0.39)
data migration validation and reconciliation1Bank Reconciliation (0.42)
data validation1Data Storytelling (0.48)
data warehousing1Data Engineering (0.26)
development team training1Android (0.36)
deviation management1Team Leadership (0.42)

A high closeness score usually means the same skill spelled differently — add it to that skill's aliases. A low one usually means something the vocabulary genuinely doesn't have yet, or noise worth ignoring.

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