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New

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Professional Certifications

Person records now include a certifications array capturing professional certifications, licenses, and credentials. Each entry follows the same {cleaned, raw[]} struct pattern used by skills, languages, education, and experience. Each certification has:
  • name — Certification name (e.g., "project management professional", "aws certified solutions architect") with cleaned and raw forms.
  • institution — Issuing organization (e.g., "project management institute", "amazon web services") with cleaned and raw forms.
  • credential_id — Credential ID issued by the institution, when available.
  • issue_date — Date the certification was issued (precision preserved — year, year-month, or full date).
  • expiration_date — Date the certification expires, when applicable.
Coverage at launch: 13.1 million people (~7% of the dataset) with an average of 2.5 certifications per record. Coverage will grow as more sources are integrated. All certification sub-fields are premium-tier.

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Bug Fixes

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Address Validation

  • USPS CASS and NCOA processing continues rolling out across the dataset. More addresses validated to delivery point with ZIP+4, more forwarding moves applied. Coverage will keep expanding in upcoming builds.