AI Hiring Compliance · NYC Local Law 144
Is LinkedIn Recruiter an AEDT Under NYC Local Law 144?
LinkedIn Recruiter is a talent sourcing and candidate management platform used by enterprise and mid-market recruiting teams to search, identify, and contact passive candidates. The platform uses algorithmic matching and ranking — including Smart Match recommendations and AI-powered candidate suggestions — to help recruiters prioritize candidates. Under NYC Local Law 144 (NYC Admin Code § 20-871), any tool that automates screening or ranking of candidates for employment decisions may qualify as an Automated Employment Decision Tool (AEDT). LinkedIn Recruiter's AI-driven features create a meaningful compliance question for NYC employers.
What NYC Local Law 144 Defines as an AEDT
“Any computerized system used to aid or replace discretionary decision making in employment decisions, including screening or ranking of candidates for employment decisions such as hiring, promotion, termination, or compensation decisions.”— NYC Administrative Code § 20-871
LinkedIn Recruiter's Smart Match and AI candidate ranking features fit this definition when they're used to screen, filter, or rank candidates for positions where the candidate is in NYC.
LinkedIn Recruiter's AI Features and Their Compliance Status
| LinkedIn Recruiter Feature | AEDT Trigger? | Does LinkedIn Handle This? | Employer Must Do |
|---|---|---|---|
| Smart Match AI recommendations | Yes | No | Annual independent bias audit + public disclosure |
| AI candidate ranking / relevance scores | Yes | No | Bias audit + candidate notice before use |
| Automated InMail based on AI profile analysis | Possibly | No | Assess if it constitutes screening; apply LL144 if so |
| Boolean / keyword search (manual) | No | N/A | No AEDT obligation |
| Manual candidate review and selection | No | N/A | No AEDT obligation |
What the Law Requires
If LinkedIn Recruiter qualifies as an AEDT for your use case, NYC Local Law 144 requires:
- Annual independent bias audit — conducted by a qualified, independent auditor within 12 months of each use
- Public disclosure — publish a summary of the bias audit on your employer's website before using the tool
- Candidate notice — notify NYC-based candidates in writing before the tool is used, and provide instructions to request the full bias audit summary
- Documentation retention — keep bias audit reports and records for at least 2 years for DCWP inspection
By the Numbers
$500–$1,500/day
NYC LL144 § 20-875 per violation NYC DCWP
Class Action
EEOC disparate impact = Title VII exposure EEOC guidance
How to Make LinkedIn Recruiter NYC LL144 Compliant
- Determine your AEDT scope — Identify which LinkedIn Recruiter AI features you use for screening and whether any NYC candidates are affected.
- Commission an independent bias audit — The audit must examine disparate impact by protected class. LinkedIn doesn't conduct this for you.
- Publish the bias audit summary — Post it on your employer's website (not LinkedIn's platform) before your next NYC candidate workflow.
- Update candidate communications — Add required notices to your job applications for NYC-based roles.
- Re-audit annually — The audit must be refreshed within 12 months of each use. Set an annual reminder.
Frequently Asked Questions
Is LinkedIn Recruiter considered an AEDT under NYC Local Law 144?
Likely yes, if its AI matching or ranking features are used to screen or rank candidates for NYC-based positions. The DCWP has taken a broad view of what qualifies as an AEDT, and LinkedIn Recruiter's algorithmic candidate sorting fits the definition.
What AI features in LinkedIn Recruiter trigger NYC LL144?
Smart Match recommendations, AI-powered candidate rankings, and automated InMail based on candidate profiles all have AEDT characteristics under the law's definition of tools that automate employment screening decisions.
Who is responsible for LinkedIn Recruiter's AEDT compliance?
The employer or recruitment agency using LinkedIn Recruiter is fully responsible. LinkedIn is a technology platform — the legal compliance obligations fall on the employer.
What happens if I use LinkedIn Recruiter without AEDT compliance?
NYC LL144 violations carry $500–$1,500 per day per tool per violation (§ 20-875). DCWP has actively enforced the law and candidates can file complaints.
How do I make LinkedIn Recruiter compliant with NYC LL144?
Conduct a bias audit of LinkedIn Recruiter's algorithmic ranking annually, publish audit summaries on your website, notify NYC candidates of AI use, and retain documentation for DCWP inspection.
What software works alongside LinkedIn Recruiter for AEDT compliance?
EmployArmor handles the compliance overlay for LinkedIn Recruiter — bias audits, candidate disclosure workflows, and DCWP documentation. Run a free scan at /scan.
EmployArmor handles the compliance layer that LinkedIn Recruiter doesn't — run a free scan to assess your NYC AEDT exposure.
References
- NYC Administrative Code § 20-871–20-875 (Local Law 144). NYC DCWP
- EEOC Technical Assistance on AI (May 2022). EEOC.gov
Last updated: March 2026