American Sign Language (ASL) Expert (SME) – Consultant Role Description

Purpose

We are seeking a highly experienced American Sign Language (ASL) professional to serve as a consultant on AI training data projects for leading AI model builders and enterprises. Your focus will be to define success criteria, review outputs, and provide targeted guidance to improve quality and speed — directly contributing to the successful delivery of domain-specific annotated datasets that meet the highest linguistic and cultural standards. You will be engaged on specific projects with clearly defined deliverables, milestones, and end dates.

Components

Linguistic Standard Setting, Quality Control, and Process Improvement

• Define domain-specific success metrics for ASL accuracy, clarity, and cultural appropriateness.
• Develop project-specific SOPs, QA rubrics, and reference materials to ensure outputs meet high linguistic and client standards.
• Review project outputs (annotations, transcriptions, glosses, metadata, video labeling) against technical standards, flagging and correcting errors before client delivery.
• Perform structured QA passes on daily/weekly deliverables; identify, track, and resolve defects to maintain delivery timelines.
• Return work to contractors with precise remediation notes.
• Provide advisory input on tools, workflows, and processes to ensure high-quality ASL data capture and annotation.
• Handle edge cases and specification changes — e.g., regional variation, non-manual markers, or ambiguous glossing — drafting acceptance criteria or workarounds.
• Curate example libraries of “gold standard” ASL annotations and video samples for calibration and reference.

Talent Vetting & Output Improvement

• Participate in vetting and assessing ASL annotators or contractor talent, including review of sample work and domain-specific knowledge checks.
• Review sample outputs and provide actionable, constructive feedback to improve linguistic accuracy and consistency.
• Create targeted training or calibration resources — e.g., proper glossing conventions, handling classifiers, facial expressions, or culturally nuanced use of ASL.

Project Delivery Support

• Advise on linguistic and cultural scoping during project setup, including reference resources and domain-specific quality thresholds.
• Provide expert guidance for edge cases, exceptions, and evolving specifications during the project lifecycle.
• Contribute to post-project reviews to capture lessons learned and improve future standards.
• Identify and summarize client model observations and insights (e.g., misinterpretation of classifiers, inaccurate glossing, or missing non-manual signals).
• Build dashboards or trackers with defect categories and recurrence to surface insights that improve project outcomes.
• Conduct post-mortems, analyze defect trends, and propose updated processes or training refreshers.

Target Profile

• Native or near-native fluency in American Sign Language (ASL), with deep knowledge of its grammar, structure, and cultural context.
• 5+ years professional experience in ASL interpretation, teaching, research, or linguistic annotation.
• Strong expertise in ASL linguistics, including glossing, classifiers, non-manual markers, and regional variations.
• Proven ability to set, enforce, and maintain high linguistic and cultural standards.
• Strong communication skills for delivering clear, actionable guidance.
• Experience producing technical documentation, annotation rubrics, or training resources.
• Ability to work within fixed project timelines and scope.
• Strong attention to detail, documentation discipline, and commitment to accuracy and cultural respect.
• Fluency in spoken and written English, with clear and concise writing skills.

We offer a pay range of $25-to- $100 per hour, with the exact rate determined after evaluating your experience, expertise, and geographic location. Final offer amounts may vary from the pay range listed above. As a contractor you’ll supply a secure computer and high‑speed internet; company‑sponsored benefits such as health insurance and PTO do not apply.

Job title: American Sign Language ASL (SME)
Employment type: Contract
Workplace type: Remote
Seniority level: Senior Level

Medical Expert (SME) – Consultant Role Description

Purpose

We are seeking a highly experienced Medical Doctor to serve as a consultant on AI training data projects for leading AI model builders and enterprises. Your focus will be to define success criteria, review outputs, and provide targeted guidance to improve quality and speed — directly contributing to the successful delivery of domain-specific annotated datasets that meet the highest clinical and technical standards. You will be engaged on specific projects with clearly defined deliverables, milestones, and end dates.

Components

Clinical Standard Setting, Quality Control, and Process Improvement

• Define clinical quality success metrics aligned with best practices and established medical guidelines.
• Develop project-specific SOPs, QA rubrics, and reference materials to ensure outputs meet high clinical and client standards.
• Review project outputs (annotations, classifications, medical coding, metadata) against defined standards, flagging and correcting errors before client delivery.
• Perform structured QA passes on daily/weekly deliverables; identify, track, and resolve defects to maintain on-time delivery.
• Return work to contractors with precise remediation notes for correction and learning.
• Advise on tools, workflows, and processes to meet medical data quality benchmarks.
• Handle evolving clinical edge cases — e.g., new diagnostic criteria, ambiguous classifications, or evolving guideline updates — drafting acceptance criteria or workarounds.
• Curate example libraries of “gold standard” annotated datasets for calibration and reference.

Talent Vetting & Output Improvement

• Participate in vetting and assessing medical annotators or contractor talent, including review of sample case work and domain-specific knowledge checks.
• Provide precise, actionable written feedback to improve medical accuracy and consistency in contractor outputs.
• Develop targeted training or calibration resources — e.g., correct application of diagnostic codes, guidelines for ambiguous clinical presentations, data formatting standards.

Project Delivery Support

• Advise on clinical scoping and requirements during project setup, including reference sources and domain-specific quality thresholds.
• Provide expert guidance for edge cases, exceptions, and evolving specifications during the project lifecycle.
• Contribute to post-project reviews to capture lessons learned and improve future standards.
• Identify and summarize client model observations and insights (e.g., diagnostic misclassification trends, gaps in medical reasoning).
• Build dashboards or trackers with defect categories and recurrence to surface insights that improve project outcomes.
• Conduct post-mortems, analyze defect trends, and propose updated processes or training refreshers.

Target Profile

• Medical Degree (MD or equivalent) with licensure/board certification in Family Medicine, Internal Medicine, Emergency Medicine, or other generalist specializations.
• Deep clinical expertise with 5+ years professional experience in direct patient care, clinical research, or applied medical projects.
• Demonstrated ability to set, enforce, and maintain high clinical and technical standards.
• Strong communication skills for delivering clear technical and clinical guidance.
• Experience producing technical documentation, clinical quality rubrics, or training resources.
• Ability to work within fixed project timelines and scope.
• Strong attention to detail, documentation discipline, and commitment to clinical accuracy and consistency.
• Fluency in spoken and written English, with clear and concise medical writing skills.

We offer a pay range of $25-to- $100 per hour, with the exact rate determined after evaluating your experience, expertise, and geographic location. Final offer amounts may vary from the pay range listed above. As a contractor you’ll supply a secure computer and high‑speed internet; company‑sponsored benefits such as health insurance and PTO do not apply.

Job title: Medical Expert(SME)
Employment type: Contract
Workplace type: Remote
Seniority level: Senior Level

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.

Purpose

We are seeking a highly experienced Pure Mathematics professional to serve as a consultant on AI training data projects for leading AI model builders and research enterprises. Your focus will be to define success criteria, review outputs, and provide precise mathematical guidance to improve quality and consistency — directly contributing to the successful delivery of domain-specific annotated datasets, problem sets, and mathematical proofs that meet rigorous technical and academic standards. You will be engaged on specific projects with defined deliverables, milestones, and completion dates.

Components

Technical Standard Setting, Quality Control, and Process Improvement

• Define domain-specific quality success metrics for pure mathematics datasets, including rigor, logical soundness, and notational consistency.
  
  
• Develop project-specific SOPs, QA rubrics, and reference materials to ensure all work meets the highest mathematical standards.
  
  
• Review project outputs (proof annotations, theorem classifications, symbolic reasoning samples) for correctness, coherence, and fidelity to formal logic.
  
  
• Conduct structured QA passes on daily or weekly deliverables; track and resolve defects efficiently to maintain delivery timelines.
  
  
• Return work to contributors with clear remediation notes identifying logical missteps, notation errors, or stylistic inconsistencies.
  
  
• Provide expert input on tools, notation formats, and workflows (e.g., LaTeX conventions, symbolic logic frameworks, or theorem databases) to ensure precision and reproducibility.
  
  
• Handle spec changes and edge cases, such as nonstandard proof techniques, rare theorem dependencies, or novel symbolic representations, drafting updated acceptance criteria or reference examples.
  
  
• Curate “gold standard” libraries of proof samples, theorem statements, and annotated datasets for calibration and comparability across projects.

Talent Vetting & Output Improvement

• Participate in the technical vetting of mathematical contractors and contributors, including reviewing proof-based assessments and reasoning tasks.
  
  
• Evaluate sample outputs for logical rigor, clarity, and adherence to formal mathematical structure.
  
  
• Provide structured, actionable feedback to improve the precision and depth of mathematical reasoning.
  
  
• Develop training and calibration resources, such as:
  
  
• Guidelines for proof construction and logical argumentation
  
  
• Standards for symbolic notation and LaTeX formatting
  
  
• Reference sheets for key areas (e.g., abstract algebra, topology, number theory, set theory, mathematical logic)
  
  
• Examples of formal vs. informal proof presentation for alignment on project tone and purpose

Project Delivery Support

• Advise on technical scoping and requirements during project setup, including domain selection (e.g., algebra, topology, analysis), dataset formats, and proof annotation frameworks.
  
  
• Provide expert guidance on edge cases and exceptions, such as nonconstructive proofs, category-theoretic formulations, or advanced symbolic expressions.
  
  
• Contribute to post-project reviews to capture lessons learned and strengthen future quality standards.
  
  
• Identify and summarize recurring error patterns, such as incorrect inference chains, misuse of quantifiers, or notation drift.
  
  
• Build defect tracking systems to monitor issue categories and trends, highlighting areas needing process or training adjustments.
  
  
• Conduct post-mortems to analyze error trends, clarify ambiguous specifications, and recommend workflow or rubric updates.

Target Profile

• Advanced academic or professional background in Pure Mathematics (e.g., algebra, topology, analysis, number theory, mathematical logic, or geometry).
  
  
• 5+ years of professional or research experience involving formal mathematical reasoning, proof development, or advanced theoretical instruction.
  
  
• Proven ability to enforce high standards of mathematical rigor, accuracy, and clarity.
  
  
• Strong communication skills, including the ability to explain complex mathematical reasoning to technical and non-technical reviewers.
  
  
• Experience producing or reviewing mathematical documentation, proof annotations, or educational materials.
  
  
• Ability to work within defined project scopes and delivery schedules.
  
  
• Exceptional attention to detail, consistency, and documentation discipline.
  
  
• Fluency in written and spoken English, with precise command of mathematical language and notation.

We offer a pay range of $25-to- $100 per hour, with the exact rate determined after evaluating your experience, expertise, and geographic location. Final offer amounts may vary from the pay range listed above. As a contractor you’ll supply a secure computer and high‑speed internet; company‑sponsored benefits such as health insurance and PTO do not apply.

Job title: Math Expert (SME)
Employment type: Contract
Workplace type: Remote
Seniority level: Senior Level

Purpose

This opportunity is for an independent contractor.  We are seeking a highly experienced COBOL professional to serve as a consultant on AI training data projects for leading AI model builders and enterprises. Your focus will be to define success criteria, review outputs, and provide targeted guidance to improve quality and speed — directly contributing to the successful delivery of domain-specific annotated datasets and code samples that meet the highest technical standards. You will be engaged on specific projects with clearly defined deliverables, milestones, and end dates.

Components

Technical Standard Setting, Quality Control, and Process Improvement

• Define COBOL-specific quality success metrics for code annotation and dataset labeling projects.
• Develop project-specific SOPs, QA rubrics, and reference materials to ensure outputs align with client technical standards.
• Review project outputs (COBOL scripts, code annotations, legacy modernization samples) against defined standards, flagging and correcting defects before client delivery.
• Conduct structured QA passes on deliverables; track, flag, and resolve defects efficiently to hit delivery timelines.
• Return work to contractors with precise remediation notes and context on COBOL syntax, logic, and legacy system patterns.
• Provide advisory input on tools, frameworks, emulators, and workflow improvements to maintain quality benchmarks in mainframe and batch-processing environments.
• Handle spec changes and edge-case scenarios (e.g., different COBOL dialects, EBCDIC vs ASCII encoding, JCL dependencies) and draft corresponding acceptance criteria or workarounds.
• Curate libraries of “gold standard” COBOL code samples, modernization examples, and dataset annotations for calibration and cross-project consistency.

Talent Vetting & Output Improvement

• Participate in technical assesments of contractor talent, including reviewing COBOL code assessments and task-based evaluations.
• Review sample outputs from contractors and provide clear, actionable written feedback to improve code correctness, readability, and efficiency.
• Develop targeted training and calibration resources, such as:
• COBOL code quality guidelines (e.g., data division consistency, paragraph structuring)
• Best practices for clean, maintainable procedural code
• Reference documentation for legacy system interaction patterns
• Dataset labeling standards for COBOL-related model training

Project Delivery Support

• Advise on technical scoping and requirements during project setup, including COBOL versioning, JCL integration, and mainframe data formats.
• Provide expert guidance for edge cases and spec changes, such as handling copybooks, variable-length records, or integration with DB2 and VSAM.
• Contribute to post-project reviews to capture lessons learned and continuously refine standards.
• Identify and summarize client system insights, such as recurring syntax issues, logic errors, or data formatting inconsistencies.
• Build dashboards or defect trackers with categorized issues to surface recurring themes and drive process improvements.
• Conduct post-mortems to analyze defect trends and propose updated QA steps, documentation improvements, or refresher training.

Target Profile

• 5+ years of professional experience in COBOL programming, mainframe systems, or enterprise application maintenance, with demonstrable project impact.
• Mastery of COBOL (and familiarity with JCL, DB2, CICS, or VSAM preferred).
• Proven ability to define, enforce, and maintain high technical standards in legacy system environments.
• Strong communication skills, with the ability to convey technical feedback clearly to both engineers and non-technical reviewers.
• Experience developing technical documentation, QA frameworks, or training content for legacy or mainframe systems.
• Ability to deliver against fixed project timelines and scopes.
• Exceptional attention to detail and a commitment to accuracy, consistency, and documentation discipline.
• Fluency in spoken and written English with clear, concise technical writing.

Purpose

We are seeking a highly experienced Graphic Design professional consultant to serve as a consultant on AI training data projects for leading AI model builders and enterprises. Your focus will be to define success criteria, review outputs, and provide targeted guidance to improve quality and speed — directly contributing to the successful delivery of domain-specific annotated datasets that meet the highest technical standards. You will be engaged on specific projects with clearly defined deliverables, milestones, and end dates.

Components

Technical Standard Setting, Quality Control, and Process Improvement

• Define domain-specific quality success metrics.
• Develop project-specific SOPs, QA rubrics, and reference materials for the specific purpose of meeting client technical standards.
• Review project outputs against technical standards, flagging and correcting defects before client delivery.
• Perform structured QA passes on design deliverables; flag, track, and resolve defects quickly to hit delivery deadlines.
• Return files to contractors with precise remediation notes.
• Provide advisory input on design tools, workflows, and asset management systems.
• Handle spec changes and edge-case scenarios — e.g., new branding guidelines or accessibility requirements — drafting acceptance criteria or workarounds.
• Curate example libraries of “gold standard” design assets for calibration and comparability to agreed reference materials.

Talent Vetting & Output Improvement

• Participate in vetting and assessing technical contractor talent for specific projects.
• Review sample work from contractors and provide precise, actionable written feedback to improve outputs.
• Create targeted training or calibration resources — e.g., brand guideline overviews, design system usage tips.

Project Delivery Support

• Advise on technical scoping and requirements during project setup.
• Provide expert guidance for edge cases, technical exceptions, and specification changes.
• Contribute to post-project reviews to capture lessons learned and improve future standards.
• Identify and summarize client model observations and insights.
• Build dashboards or trackers with defect categories and recurrence to surface production insights that improve project outcomes.
• Conduct post-mortems, analyze defect trends, and propose process tweaks or training refreshers.

Target Profile

• Bachelor of design.
• Deep technical expertise and 5+ years professional experience in graphic design, branding, or visual communications.
• Mastery of principles of design, visual communication and advertising effectiveness.
• Expert proficiency with design software (Adobe Creative Suite, Figma, Sketch).
• Proven ability to set, enforce, and maintain high technical standards in visual design.
• Strong communication skills for delivering clear technical guidance.
• Experience producing technical documentation, quality rubrics, or training resources.
• Ability to work within fixed project timelines and scope.
• Strong attention to detail, documentation discipline, and commitment to accuracy and consistency.
• Fluency in spoken and written English, with clear and concise writing skills.

Example Data Annotation - Potential Scope

We offer a pay range of $25-to- $100 per hour, with the exact rate determined after evaluating your experience, expertise, and geographic location. Final offer amounts may vary from the pay range listed above. As a contractor you’ll supply a secure computer and high‑speed internet; company‑sponsored benefits such as health insurance and PTO do not apply.

Job title: Graphic Design Expert (SME)
Employment type: Contract
Workplace type: Remote
Seniority level: Senior Level