LaTeX Specialist - Freelance AI Trainer Project

Project Overview

We are sourcing independent LaTeX Specialists to provide their expertise for an AI benchmark evaluation project. As AI models increasingly generate complex long-form content that blends mathematical and technical formatting with creative prose, their quality relies entirely on robust, expert-reviewed training data. The objective of this project is to autonomously evaluate, rewrite, and refine AI-generated text to meet specific stylistic guidelines while ensuring flawless LaTeX rendering and proper markdown formatting.

Project Deliverables & Scope

• LaTeX & Math Rendering Correction: Identifying and correcting malformed LaTeX expressions, unclosed environments, and inaccurate mathematical notations within text.
• Stylistic Rewriting & Editing: Rewriting AI-generated text to meet strict stylistic, structural, and creative requirements, ensuring engaging prose, varied sentence structure, and pristine grammar.
• Markdown Formatting: Fixing broken markdown elements, including unclosed code blocks, inaccurate language tags, headers, and list numbering to ensure flawless structural formatting.
• Consistent Rubric Application: Applying complex, multi-part evaluation rubrics consistently across high volumes of tasks to generate clean, reliable data for model training.
• Localization & Standardization: Ensuring all generated text adheres strictly to spelling, grammar, and formatting conventions.

Required Expertise

• Familiarity with LaTeX syntax, specifically the ability to accurately spot and correct malformed mathematical expressions and technical notations.
• Native or near-native English proficiency with a solid grasp of US spelling, grammar, and formatting conventions.
• A strong background in creative writing, editing, fiction, journalism, copywriting, or similar fields.
• Hands-on experience with Markdown formatting, including the proper structuring of code blocks, headers, and lists.
• A meticulous, detail-oriented approach with the ability to confidently navigate and follow multi-part rubrics across high task volumes.

Additional Information

We offer a pay range of $8-to-$30 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.