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skillfactor-pipeline/docs/qa/big-data-archive-librarian-sample.md
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Gate: 139 -> 78 relevant ads (44% rejected, all logged). Rankings clean of
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Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01PDKeXvpT6tENSvyQGLV1Uq
2026-07-09 22:22:05 +02:00

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QA sample — big-data-archive-librarian

1 of 21 records (2%). Judge each extraction against QUALITY_BAR.md 'Extraction quality': faithful, no invented items, plausible seniority.

Digital Archivist (us)

Ad (first 2000 chars):

Company Description

Abacus Technology Corporation is a Federal government contractor and provider of enterprise information technology (IT) services and solutions. For nearly 40 years, weve developed effective partnerships with government and industry to tackle business challenges and pressures for Federal Defense, Civilian, and Intelligence customers. Abacus maintains core competencies in: IT Infrastructure Support, Network Operations and Maintenance, Communication Solutions, Systems Engineering and Integration, Cyber Security / Information Assurance, Application Development, Program Management, and Business Transformation.

Job Description • Perform analog preservation functions including holdings maintenance, fastener removal, rehousing, etc. • Support digital preservation functions including processing and transformation of digital objects, capture of metadata, and utilization of the Open Archival Information System (OAIS) model as a standard for digital preservation. • Enable search and discovery through the creation of archival descriptions using standards-based archival description systems, metadata capture and normalization, and digitization. • Maintain a thorough and up-to-date understanding of digital file formats, digital preservation, and digital persistence practice and theory. • Create, document, and follow archival processes, workflows and best practices. • Contribute to online outreach content in the form of blogs and social media. • Generate routine and/or ad-hoc reports for NASA Office of Communication (OCOMM) management/customers. • Directly interface with OCOMM management and/or customers as needed. • Respond to queries from internal and external sources for access to archival material and answering questions from both academic researchers and the general public related to archival holdings.

Qualifications

10+ years experience in research and analysis and preservation of documents and materials. Masters degree in library science or library a

Extraction:

{
 "hard_skills": [
  "analog preservation",
  "digital preservation",
  "archival description",
  "metadata capture",
  "data normalization",
  "research and analysis"
 ],
 "tools": [
  "Access to Memory (AtoM)",
  "Webrecorder",
  "BitCurator",
  "ePADD",
  "Archivematica",
  "ArchivesSpace",
  "command-line tools",
  "spreadsheets"
 ],
 "methods": [
  "Open Archival Information System (OAIS) model",
  "standards-based archival description",
  "best practices"
 ],
 "responsibilities": [
  "holdings maintenance",
  "digital object processing",
  "archival process creation",
  "report generation",
  "query response",
  "online outreach content contribution"
 ],
 "qualifications": [
  "10+ years experience in research and analysis and preservation of documents and/",
  "masters degree in library science",
  "Academy of Certified Archivists membership",
  "Digital Archives Specialist (DAS) certification"
 ],
 "soft_skills": [
  "strong communication",
  "collaborative work"
 ],
 "seniority": "senior"
}