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Bill

A 3854

Regulates use of automated employment decision tools in employment decisions to minimize discrimination in employment.*

2024-2025 Regular Session Introduced by Reginald Atkins and 5 co-sponsors

New Jersey bill requires employers to audit automated hiring/employment algorithms for discrimination, disclose their use to workers, and allow opt-outs to prevent algorithmic bias in employment decisions.

Reported out of Senate Committee with Amendments and Referred to Assembly Labor Committee
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Bill Summary · A 3854

Legislative bill overview

Bill A 3854 requires employers in New Jersey to evaluate and disclose the use of automated employment decision tools (AI systems, algorithms) in hiring, promotion, and termination decisions. The bill aims to ensure these tools don't perpetuate discrimination and mandates impact assessments, employee notification, and opt-out mechanisms where feasible.

Why is this important

Automated hiring systems increasingly filter job applicants and make employment decisions, but these algorithms can embed historical discrimination patterns or produce racially/gender-disparate outcomes at scale. This bill addresses a growing labor market reality where thousands of workers may be rejected by invisible, unaccountable systems without human review, potentially violating civil rights protections.

Potential points of contention

  • Business compliance burden: Employers argue mandatory impact assessments, audits, and documentation create administrative costs and competitive disadvantages, particularly for smaller companies
  • Transparency vs. trade secrets: Companies developing proprietary algorithms may resist disclosure requirements, claiming they protect valuable intellectual property and competitive advantages
  • Scope and enforceability: Unclear definitions of what constitutes an "automated employment decision tool" could create ambiguity; enforcement mechanisms and penalty structures may be insufficient to deter violations
  • Opt-out practicality: Allowing workers to opt out of algorithmic screening may be impractical in practice if alternative hiring processes aren't equally viable

Compiled from official sources — confirm details with the bill’s official record.

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