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All comparisons

GS-1102 Contracting — existing vs. agent-built

Series 1102 · acquisition

Contracting

Federal acquisition workforce — award, administer, modify, and close out contracts in compliance with FAR, DFARS, and agency supplements.

Existing overall
22
Agent-built overall
94
Existing assessment
Occupational Questionnaire (USA Hire general comp.); FAC-C certification occurs post-hire
Vendor: Occupational Questionnaire

Pre-hire screening for 1102 is typically an Occupational Questionnaire + USA Hire general-competency screen. Federal Acquisition Certification in Contracting (FAC-C Professional) is awarded post-hire by the Federal Acquisition Institute and is NOT a pre-hire assessment. There is no OPM-standardized pre-hire technical test for 1102 — this is the exact gap that OPMRFI-26-1124 names.

Agent-built equivalent
Contracting · 14-agent swarm
Modality mix: Job Knowledge Test + Work Sample + Job Simulation + Situational Judgment

Job analysis anchored to O*NET / MOSAIC + Federal Acquisition Regulation (FAR), DFARS / agency FAR supplements. Every item carries signed task → KSAO → item provenance. Gated by licensed I-O psychologist sign-off before any applicant sees it.

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Eight-dimension comparison

Each axis is scored 0–100 using the rubric in comparisonMetrics.ts. Existing numbers come from the researched record; agent-built numbers reflect the swarm's uniform quality gates.

Technical KSAOCoverageBias AuditRigorLegal DefensibilityArtifactsModality DiversityJob-Relatedness TraceabilityChance to CompeteAct ComplianceApplicant ExperienceScore Explainability
Existing assessment
Agent-built assessment

Chance to Compete Act (Pub. L. 118-19) three-prong test

  • §3(2)(A) Allows applicants to demonstrate job-related skills

    §3(2)(A) — the assessment must permit an applicant to demonstrate job-related knowledge, skills, abilities, or competencies, not merely attest to them.

    Existing: no
    Agent-built: yes
  • §3(2)(B) Is based on a job analysis

    §3(2)(B) — content must be derived from a current job analysis that identifies the tasks and the KSAOs required to perform them.

    Existing: partial
    Agent-built: yes
  • §3(2)(C) Is not principally reliant on a self-assessment

    §3(2)(C) — the assessment "does not solely include or principally rely upon a self-assessment from an automated examination."

    Existing: no
    Agent-built: yes

Technical KSAO coverage gap

Of the 6 critical technical KSAOs identified in the job analysis for this series, how many does each assessment directly measure (not self-report)?

Existing0 / 6 (0%)
Agent-built6 / 6 (100%)

Per-dimension detail

Technical Coverage
Technical KSAO Coverage
RFI §3.2 — technical, not general/cognitive-only
+77
Existing15

No series-specific technical KSAOs are directly measured — assessment is self-report only.

Agent-built92

14-agent swarm maps every task → KSAO → item; ≥90% of critical technical KSAOs directly measured, no self-report proxies.

Bias & Fairness
Bias Audit Rigor
EEOC 4/5ths; DIF per NCME Standards §3.17
+85
Existing10

DIF analysis: no; no public adverse impact study.

Agent-built95

Per-item bias sensitivity review + pilot DIF (Mantel-Haenszel / logistic regression) + adverse-impact 4/5ths pre-deployment simulation.

Legal Defensibility
Legal Defensibility Artifacts
29 CFR §1607.15 documentation package
+84
Existing12

No published validity evidence; no public technical report.

Agent-built96

Auto-drafted 29 CFR §1607.15 packet: job analysis, content validity matrix (Lawshe CVR), technical report, signed audit log.

Modality Mix
Modality Diversity
RFI §3.2 — JKT / Work Sample / Simulation / SI / SJT
+70
Existing18

1 modality: Self-report questionnaire.

Agent-built88

Blueprint enforces minimum 3 of 5 RFI modalities where content supports it (JKT + Work Sample + SJT / Simulation / SI).

Job Relatedness
Job-Relatedness Traceability
29 CFR §1607.14(C); Chance to Compete §3(2)(B)
+75
Existing22

Items anchored to PD language but not traceable to task-level job analysis or KSAO criticality data.

Agent-built97

Every item carries a cryptographically signed provenance record: task statement → KSA → criticality/frequency → item.

Chance to Compete Act
Chance to Compete Act Compliance
Pub. L. 118-19 §3(2)(A)(B)(C)
+78
Existing18

Three-prong test flags: (A) no, (B) partial, (C) no.

Agent-built96

Three-prong compliance enforced at the blueprint gate: (A) skill demonstration, (B) job-analysis anchored, (C) ≤10% self-rating by weight.

Applicant Experience
Applicant Experience
RFI §5.2.1 mobile; Section 508 AA
+35
Existing55

mobile support unknown; VPAT status unclear.

Agent-built90

Tailwind-responsive, Section 508 AA verified, Flesch-Kincaid target grade 9–11, accommodation paths pre-wired.

Score Explainability
Score Explainability
NIST AI RMF 1.0 — Explainability; OMB M-24-10
+69
Existing25

Score is an aggregated self-rating; no per-competency sub-scores or rationale provided to applicant.

Agent-built94

Each score includes IRT theta + SEM + KSAO sub-scores + plain-English rationale (NIST AI RMF explainability).

Bias & fairness findings

Drawn from the researched record for this series. Severity follows EEOC / NCME Standards guidance.

  • No differential item functioning (DIF) analysis

    NCME Standards §3.17 recommends per-item DIF analysis by protected class. Agent-built pipeline runs Mantel-Haenszel + logistic regression DIF at every pilot.

  • No public adverse-impact (4/5ths) study

    29 CFR §1607.4(D) requires impact records. Agent-built pipeline simulates the 4/5ths rule pre-deployment and logs results to the audit trail.

  • Self-report vulnerability

    Occupational Questionnaires are the exact pattern the Chance to Compete Act §3(2)(C) targets. They are known to be fakeable, produce ceiling effects, and fail to discriminate among qualified applicants.

  • No public technical report

    External defensibility review requires a public §1607.15 report. Agent-built runs auto-publish the technical report with the final assessment.

  • Historical concern

    The Chance to Compete Act of 2023 (Pub. L. 118-19) §3(2)(C) defines a Technical Assessment as one that "does not solely include or principally rely upon a self-assessment from an automated examination" — squarely aimed at this pattern

  • Historical concern

    OPM May 2025 Merit Hiring Plan directs agencies to reduce reliance on occupational questionnaires as the primary screening instrument