Domain Advisor Consultant (Subject Matter Expert)
Pay not listed
Remote finance contract with Invisible, open worldwide. Pay is not listed on the posting. Posted Feb 27.
Pay not listed
Apply on InvisibleIs this job worth applying to?
- Pay
- Not listedAsk before you sit any test. The typical top rate across 145 priced finance listings is $100/hr.
- Getting in
- Some screeningVaries; several days to weeks. Expertise or language fluency matching a listed project.
- Steady work
- Work is patchyHours can be very low.
- Payout record
- Pays on timeSchedule: varies by project. Payment method not published.
- Freshness
- Older postPosted 8mo ago. Still listed on Invisible on Nov 6, 2026.
- Where you live
- Open worldwideOpen worldwide.
The job description
Engagement Type: Business-to-Business (B2B) / Independent Contractor
The Opportunity: Define the "Ground Truth" for Generative AI
We are looking to engage elite Subject Matter Experts (SMEs) to partner with us on high-impact AI evaluation and training projects. We are not looking for generalists; we are seeking established authorities—the top 1% in their respective fields—who are eager to apply their deep domain knowledge to shape the reasoning, accuracy, and safety of next-generation Large Language Models (LLMs).
This is a consulting engagement for independent professionals who want to help define what "perfection" looks like in their industry. You will not just be grading AI; you will be architecting the "Gold Standard" rubrics that teach models how to think like an expert.
Scope of Services & Deliverables
This engagement focuses on high-level advisory and specialized analysis. Consultants will operate under a Statement of Work (SOW) to provide the following deliverables:
- Rubric Architecture: Review and advise on the quality criteria used to evaluate AI outputs. You will determine if the AI’s logic holds up to professional scrutiny in your field.
- "Golden" Data Curation: Create, edit, or certify "Golden Tasks"—benchmark examples of perfect prompts and responses that serve as the ground truth for model training.
- Expert Gap Analysis: Analyze model failures (hallucinations, logical fallacies) and provide technical breakdowns of why the model failed and how a human expert would have approached the problem.
- Advisory on Complexity: Consult on the difficulty and nuance of specific prompts to ensure the AI is being tested against sufficiently rigorous scenarios.
Consultant Profile: Who We Are Looking To Partner With
We are seeking independent business owners, freelancers, and academic leaders who possess:
- Elite Domain Mastery: Advanced degrees (PhD, MD, JD) or equivalent industry-recognized status (e.g., Senior Principal Engineer, Published Author, Award-Winning Creative).
- Professional Autonomy: You currently operate as an independent consultant or freelancer and have your own workflows, equipment, and professional methodology.
- Interest in Shaping Technology: While prior experience in AI evaluation is a bonus, it is absolutely not required. We want industry veterans who are eager to set the "gold standard" for how AI should operate within their specific profession.
- Articulate Reasoning: The ability to not just know the right answer, but to articulate the reasoning process clearly in writing.
Engagement Structure & Compliance
This is a strictly non-employee, independent contractor opportunity designed for professionals who manage their own business operations.
- Engagements are project-based and non-exclusive, allowing you to continue working with other clients
- You have flexibility in how you complete deliverables, in alignment with project requirements
- Scope, timelines, and compensation are defined in advance for each assignment
- Remote & Independent: You provide your own workspace and equipment.
- Global Compliance: Candidates must be properly registered to operate as independent contractors in their country of residence.
Why Top-Tier Consultants Partner With Us
- Intellectual Challenge: This is rare, cerebral work that challenges you to deconstruct your own expertise to train a machine.
- High-Value Impact: Your input directly influences the safety and capability of models used by millions.
- Flexible Revenue Stream: Supplement your primary consulting business with flexible, high-value project work.
How do you apply to Invisible?
Apply on Invisible
The Apply button opens this post on Invisible's own site. You apply with them, not with Rubric. Timing: varies; several days to weeks.
Get through screening
What Invisible asks for after you apply:
- Browse open projects on Meridial
- Join the network and complete your profile, including country
- Take the skills assessment or interview for the project
- Wait to be matched and onboarded to a project team
Start work and get paid
Pay schedule: varies by project. Ask how they pay you, too. You're paid for the work they hand out, not a fixed salary.
Invisible also needs
- Expertise or language fluency matching a listed project
- Reliable internet
Red flags
- Red flagClients or projects disappearing for months with no update
- Red flagSudden project cancellations
What is Invisible like to work for?
AI training and operations company that hires freelance AI trainers through its Meridial expert network, mostly onto team-based projects.
| Advertised pay | $6–65/hr |
|---|---|
| Getting in | Some screening |
| Application takes | Varies; several days to weeks |
| How you get paid | Varies by project |
| Payout record | Pays on time |
| Countries | Each listing names the countries it accepts, some covering about 145 countries. Invisible has posted India-only roles (coding, Telugu, Tamil, Marathi, Hindi), with pay adjusted by location. |
Listings show $6–65/hr and the rate depends on your country; many entry projects pay around $15–25/hr.