If you’ve landed on a Glassdoor or Indeed listing for “Human Data Program Reviewer” or “Legal Translation AI Evaluator” and had no idea who AuraOne actually is, you’re not alone — there’s almost no independent coverage of this company yet. We dug through their careers site, patent filings, job listings, and the founder’s public record to put together what’s actually verifiable.
What Is AuraOne Human Data?
AuraOne is an AI infrastructure company that builds data, evaluation, and enterprise intelligence systems for advanced AI models. The company describes itself as working across four areas: human data and expert feedback for AI training, model evaluation and governance infrastructure, AI compute access, and enterprise intelligence systems. It also develops real-world multimodal data infrastructure for robotics and embodied AI — meaning it isn’t purely a text/chatbot annotation shop the way some competitors are.
The “Human Data” division is the part that hires individual contractors. AuraOne has at least one U.S. patent application on public record (US 2025/0307637 A1, describing a domain-specific language learning model connected to an application logic layer) — a concrete signal of active technical development, not just a hiring page with no product behind it.
The company is based in San Francisco and was founded by Gurbaksh Chahal, a serial ad-tech entrepreneur. Worth knowing before you apply: Chahal was fired as CEO of his previous company, RadiumOne, in 2014 after pleading guilty to misdemeanor domestic violence battery charges — reported at the time by Forbes, TechCrunch, Fortune, and CBS News. That’s founder history worth being aware of, separate from whether the work itself and the pay are legitimate.
Is AuraOne Human Data Legit?
Based on what’s publicly verifiable: yes, in the sense that it’s a real, operating company — not a survey-mill or pay-to-join setup. The evidence: a patent application on file, a public Crunchbase profile, an active careers site with role-specific job descriptions, and job listings independently syndicated across Glassdoor, Indeed, SimplyHired, and BeBee (platforms don’t list postings for companies with nothing behind them).
Here’s the honest gap, though: as of this writing, AuraOne doesn’t have a public funding amount disclosed (unlike, say, Mercor or Scale AI, whose funding rounds are widely reported), and there’s no meaningful body of Glassdoor company reviews yet — the listings that exist are job postings, not employee/contractor reviews of what it’s actually like to work with them. That’s typical for a very new company, but it also means the usual “check the reviews” step isn’t available yet. We’ll update this page as that changes.
Worth knowing before you apply: AuraOne hires specialists, not generalists. If you don’t have real professional experience in one of their listed fields, this isn’t the platform for you — for general, no-experience-required annotation work, see our DataAnnotation Starter Assessment guide instead.
AuraOne Human Data Jobs, Pay, and Open Role Counts by Track
AuraOne organizes its specialist work into distinct tracks, each requiring real domain background. Based on their own careers page, here’s how many open roles were listed per track at time of writing — genuinely useful if you’re deciding where your odds are best:
- Coding, SWE & Agent Evaluation — 230 open roles. Judging generated code and software engineering agent outputs, reading debugging traces.
- Finance, Accounting & Economic AI — 227 open roles. Reviewing financial reasoning and accounting treatment, audit logic.
- Medical & Clinical AI — 150 open roles. Reviewing clinical and biomedical AI outputs; requires relevant medical/clinical background.
- Legal & Policy AI Evaluation — 131 open roles. Judging legal, policy, and compliance outputs for precision and risk. One listing showed $120/hr for a “Lawyers” role specifically.
- Cybersecurity & Adversarial Testing — 38 open roles. Probing AI systems for prompt injection and insecure code, finding misuse paths.
Coding and finance currently have the most listed openings, if volume of opportunity matters to your decision. Cybersecurity is the narrowest track, likely reflecting how specialized that skill set is relative to the others.
General “Human Data Program Reviewer” roles (broader evaluation work, not tied to one specialist field) are also listed, alongside operations-focused tracks like “Human Data Manager” and “Data Expert” — these appear to pay less than the deep-specialist tracks like Legal, based on the listings we reviewed, though AuraOne doesn’t publish a consistent public rate card across every track.
How to Apply
Applications go through AuraOne’s own specialist intake system on their careers site, rather than a single generic sign-up form. You create a specialist profile, and the site is explicit that neither creating a profile nor being reviewed automatically submits you to an unselected role — final project scope, schedule, and contractor terms are confirmed before you’re actually placed on work.
What we couldn’t verify: AuraOne’s payment method and schedule (PayPal, direct deposit, invoicing, etc.) isn’t stated anywhere in the public job listings or careers site content we reviewed. If that detail matters to your decision — and for international applicants, it usually does — it’s worth confirming directly with AuraOne before investing time in the application.
AuraOne vs. Mercor and Micro1
If you’ve already looked into Mercor or Micro1 for expert-level AI evaluation work, here’s how AuraOne compares on what’s actually verifiable:
- Track structure: AuraOne’s five named specialist tracks (coding, finance, medical, legal, cybersecurity) are more explicitly categorized than what’s publicly shown for Mercor or micro1, which tend to route by general expertise area rather than a fixed track list.
- Track record: Mercor is the more established name with wider media coverage and disclosed funding; AuraOne is newer and thinner on independent verification (no disclosed funding amount, no Glassdoor reviews yet).
- Pay signal: The one verified AuraOne rate we found ($120/hr, Legal) sits within the range micro1 and Mercor advertise for specialist work, but AuraOne hasn’t published enough listings with visible rates for a full comparison.
Given the lighter track record, a reasonable approach is applying to AuraOne alongside a more established platform rather than instead of one — see our Mercor review for the more established option if you want a platform with a longer public history.
Who Should (and Shouldn’t) Apply
Good fit: Lawyers, doctors/clinicians, finance/accounting professionals, software engineers, and cybersecurity specialists with real, verifiable experience in their field, looking for flexible remote contract work reviewing AI outputs in their area of expertise.
Not a fit: Beginners with no professional background in the listed fields — there’s no generalist entry track here the way DataAnnotation or Outlier offer. Also worth pausing if you specifically need a platform with a long public track record and visible worker reviews before committing time.
FAQ
Is AuraOne Human Data a real company?
Yes — it’s an operating AI infrastructure company based in San Francisco, with a public patent application on file, a Crunchbase profile, and verifiable job postings across Glassdoor, Indeed, and its own careers site.
What does AuraOne Human Data pay?
Pay varies by specialist track and isn’t fully published. One verified listing showed $120/hr for a Legal Translation AI Evaluator / Lawyers role. Other specialist tracks (medical, finance, coding, cybersecurity) don’t have consistently published rates.
How many jobs does AuraOne Human Data have open?
Based on their careers page: roughly 230 in Coding/SWE, 227 in Finance/Accounting, 150 in Medical/Clinical, 131 in Legal/Policy, and 38 in Cybersecurity, as of this writing. These numbers change regularly.
Is AuraOne Human Data funded, and how does it compare to Mercor?
AuraOne hasn’t disclosed a funding amount publicly, unlike Mercor, which has widely reported funding rounds. AuraOne is the newer, less independently verified of the two — worth applying alongside a more established platform rather than relying on it alone.
Do I need experience to work for AuraOne?
Yes. Unlike generalist platforms, every AuraOne Human Data track requires real, verifiable professional experience in that specific field.
Who founded AuraOne?
Gurbaksh Chahal, a San Francisco-based ad-tech entrepreneur who previously founded RadiumOne. He was removed as RadiumOne’s CEO in 2014 following a guilty plea to misdemeanor domestic violence battery charges, as widely reported at the time.
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