Institutional Standard

JobCollate Editorial Guidelines & AI Policy

At JobCollate, career advancement and compensation decisions impact real lives and livelihoods. We hold our career guides, salary benchmarks, and job market research to uncompromising standards of factual accuracy, firsthand verification, and editorial independence.

Last Updated: October 2026 • Maintained by: Editorial Review Board • Corrections Desk: editorial@jobcollate.com

1 Core Editorial Principles

JobCollate operates independently of employer recruitment marketing budgets, job applicant tracking system (ATS) vendors, and affiliate compensation guarantees. Our recommendations are strictly aligned with job seeker welfare and verifiable labor market facts.

Factual Independence

We never accept sponsored compensation data or allow hiring organizations to artificially inflate their salary percentiles or review scores.

Primary Sources Only

Benchmark data must originate from official government filings (US BLS, H-1B LCA disclosures, Eurostat), verified public company listings, or direct verified user submissions.

Firsthand Verification

Our career tooling, such as resume parser formatting, is physically validated across real ATS engines (Workday, Greenhouse, Lever, Taleo) before being published.

2 Editorial Review Board & Fact-Checking

Every long-form article, salary benchmark report, and career tool guideline is authored or critically peer-reviewed by an identified subject-matter expert on our team.

  • Technical & Data Verification: Labor market data, statistical formulas, and algorithmic index calculations are audited by our Lead Labor Data Analyst, Ahmet Yılmaz.
  • Recruiting & ATS Integrity: Resume recommendations, interview prep scripts, and ATS parsing criteria are verified by Senior Technical Recruiter Sarah Jenkins.
  • Compensation & Regulatory Review: Equity tax implications, bonus structures, and regional wage compliance are reviewed by Executive Compensation Advisor Marcus Vance.
Meet our complete panel and review credentials: View Editorial Board Directory →

3 Responsible AI & Automation Policy

Human-in-the-Loop Guarantee: JobCollate uses automated intelligence models strictly for structured data parsing and syntactic normalization. We do not publish unreviewed, fully AI-generated career guides or programmatic hallucinations.

Here is exactly how AI is utilized across our platform:

What AI Does:

We leverage high-performance DeepSeek AI reasoning models to extract structured parameters (compensation brackets, currency normalization, remote work tiers, required years of experience) from messy HTML job descriptions into our normalized schema.

What AI Does NOT Do:

AI does not fabricate salary benchmarks, generate ungrounded interview questions, or formulate career advice without oversight. All statistical aggregates on Salary Data Methodology are calculated via deterministic statistical formulas (IQR, trimmed mean, median percentiles).

4 Job Listing Vetting & Anti-Scam Policy

Job seekers are vulnerable to phishing campaigns, upfront training fee scams, and predatory multi-level marketing (MLM) schemes. JobCollate enforces an automated and community-driven verification protocol:

Zero-Fee Guarantee
We permanently delist and blacklist any employer or recruiter requesting payment, equipment deposits, or paid background checks from candidates.
Verified ATS Domain Origin
Listing URLs must resolve to verified corporate domains or authenticated enterprise ATS endpoints (e.g. greenhouse.io, lever.co, workday.com).

Notice an irregular listing? Every job page features a direct "Report This Job" button. Our trust and safety team reviews flagged listings within 12 business hours.

5 Corrections, Updates & Feedback SLA

Transparency requires accountability. When a factual error occurs in our market analysis or salary percentile benchmarks:

  1. Immediate Investigation: Our editorial board acknowledges correction reports sent to editorial@jobcollate.com within 24 hours.
  2. Public Correction Note: If a factual error or statistical anomaly is confirmed, we immediately update the data model and display a visible correction timestamp note on the affected article.
  3. Employer Takedown Requests: Employers who have closed or altered a role may trigger an immediate listing de-indexation by reaching out with their official company email.
Contact Editorial: editorial@jobcollate.com • Contact Desk & Office Details →