Domain Advisor Consultant (Subject Matter Expert)
Rate not listed
- Listed pay
- Not listed
- Field
- Generalist
- Languages
- English
- Where
- Worldwide
- Type
- Contract, remote
- Posted on Meridial
- First seen here
- 9 October 2026
Summary
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...
From the Meridial listing
Engagement Type: Business-to-Business (B2B) / Independent Contractor
Location: Remote
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.
Text above is the platform's own listing, shown as published. Check the details on Meridial before applying.
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Terms in this listing
- Ground truth
- The correct answer or label that model output is compared against.
- Rubric
- A written list of criteria and scores used to judge a response, for example accuracy, instruction following and tone, each with clear pass or fail descriptions.
- Benchmark
- A fixed set of test tasks used to compare models or track progress over time.
- Prompt
- The input given to a model: a question, an instruction or a conversation so far.
- Hallucination
- When a model states something false or made up as if it were true, such as a fake citation or an invented fact.
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