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Domain Experts

Legal Subject Matter Expert (SME)

About the role

Work Location: US, remote

Engagement Model: Freelancer / Independent Contractor

Project duration: 3 months (with potential extension)

Work Schedule: Flexible hours, based on the applicant's availability

Language skills required:English

DataForce by TransPerfect is seeking experienced Legal Subject Matter Experts (SME) with sharp analytical skills and a deep understanding of legal frameworks to join our AI training and model development team. The ideal candidate will bring broad expertise in the legal sector, including litigation, corporate law, regulatory compliance, contract management, and intellectual property, to help train, evaluate, and fine-tune AI models. Your goal is to ensure the highest levels of accuracy, jurisdictional relevance, and logical reasoning within the AI’s output.

You will work with cross-functional teams of data scientists, AI engineers, and product teams to build intelligent legal solutions such as automated contract review tools, legal research assistants, and compliance monitoring engines. The goal is to construct high-quality datasets that represent realistic, end-to-end legal workflows and professional skills.

Main Responsibilities

  • Domain Oversight: Serve as the primary legal authority during the training and fine-tuning of AI models, ensuring all outputs adhere to legal standards and correct terminology.
  • Knowledge Architecture: Develop knowledge bases, legal taxonomies, and ontologies that reflect multi-jurisdictional standards and complex legal hierarchies.
  • Data Validation: Annotate, label, and validate datasets with specific legal knowledge (e.g., case law citations, statutory interpretations, and contractual clauses).
  • Prompt Engineering & Strategy: Collaborate with AI/ML engineers to design training data strategies and prompt engineering techniques specifically tailored for legal reasoning and drafting.
  • Model Audit: Provide expert feedback on model outputs, identifying "hallucinations," legal inaccuracies, or ambiguities to improve the model’s reliability in high-stakes environments.
  • Business Alignment: Partner with product teams to align AI capabilities with legal objectives, such as reducing discovery timelines or automating risk assessment.
  • Regulatory Watch: Stay current with emerging trends in LegalTech and AI-related regulations to ensure ethical and compliant model implementation.

Role Requirements

  • Education: Juris Doctor (JD) or Master of Laws (LLM) from an accredited law school. Active bar membership is a plus.
  • Experience: 5 years of experience in the legal sector (e.g., private practice, in-house counsel, or legal research).
  • Analytical Precision: Proven ability to translate complex legal processes into structured logic and data requirements.
  • Communication: Exceptional writing and verbal skills, with the ability to bridge the gap between technical AI teams and legal stakeholders.
  • Systems Knowledge: Familiarity with legal tech stacks such as CLM (Contract Lifecycle Management), eDiscovery platforms, or legal research databases (Westlaw/LexisNexis).
  • Awareness of ethical Generative AI practices , including bias detection and responsible data usage.
  • Familiarity with Generative AI concepts , prompt engineering, and data preparation is a plus.

DataForce by TransPerfect is part of the TransPerfect family of companies, the world’s largest provider of language and technology solutions for global business, with offices in more than 100 cities worldwide. We offer high-quality data for Human-Machine Interaction to some of the most prestigious technology companies in the world. Our department focuses on gathering, enriching, and processing data for Machine Learning in different AI domains. To learn more about DataForce please visit us at https://www.transperfect.com/dataforce

For more information on the TransPerfect Family of Companies, please visit our website at www.transperfect.com

Where you can work

This role is 100% remote, for applicants located in these 6 countries: China, Hong Kong, Malaysia, Philippines, Taiwan and United States.

From TransPerfect DataForce's job posting, checked Oct 18, 2026.

The application

Your details and CV, then 12 questions (2 written).

Have readyCVOther files (optional)Cover letter (optional)LinkedIn (optional)
  1. 1.
    Where do you currently reside (city, country)?Short answer
  2. 2.
    What is your earliest possible start date?Short answer
  3. 3.
    What is your desired hourly rate in USD?Short answer
  4. 4.
    What is your weekly availability to work on this project?Pick one: 1 to 10 hours · 11 to 20 hours · 21 to 30 hours · 31 to 40 hours
  5. 5.
    Are you eligible to work in the US?Yes or no
  6. 6.
    What is your English level?Pick one: Elementary · Intermediate · Advanced · Native/Bilingual
  7. 7.
    How many years of professional experience do you have in the legal domain (e.g., law firm, in-house counsel, or legal research roles)?Short answer
  8. 8.
    Have you previously participated in evaluating or providing feedback on AI/ML model outputs?Yes or no
  9. 9.
    Please briefly describe your legal experience, including your main practice areas (e.g., litigation, corporate law, compliance, IP) and years of experience.Written answer
  10. 10.
    Please describe your experience with legal tech tools or structured legal work (e.g., contract review systems, eDiscovery platforms, legal research databases, or any work involving data annotation or AI-related tasks).Written answer
  11. 11.
    As part of our application process for this role, candidates are required to complete a written, role-specific assessment and successfully undergo a background check. Do you agree to participate in these steps if invited?Yes or no
  12. 12.
    For this engagement, selected candidates will be required to work using customer-provided equipment (Chromebook). Are you comfortable with this arrangement, and willing to receive the device via shipment?Yes or no

From TransPerfect DataForce's apply page, checked Oct 9, 2026.

About TransPerfect DataForce

A global crowd labeling, recording, and rating AI data in hundreds of languages.

How it pays: PayPal, wire, check, Tremendous gift card, or Western Union (by location), after the project quality check clears (its FAQ gives 2 to 6 weeks, then 7 to 30 business days by payment method). US contributors sign a W-9 once they earn $600 in a year.

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