PROJECT OVERVIEW We are sourcing independent Language Alignment & Resource Partners (LARPs) to provide native-level Mandarin language vetting and QA for a specialized AI data project. As AI systems strive to reflect real-world usage and deliver human-like communication, their accuracy depends entirely on rigorous linguistic and cultural consultation. The objective of this project is to evaluate, annotate, and validate data to ensure high-quality outputs that are fully natural, polished, and free from bias. PROJECT DELIVERABLES & SCOPE Operate autonomously to provide linguistic QA and develop alignment resources. Expected deliverables include: * Data Annotation & Review: Reviewing, annotating, and testing AI outputs for grammatical accuracy, naturalness, and strict cultural context. * Quality Assurance & Vetting: Acting as a primary quality check during production to proactively identify and correct subtle cultural errors or awkward phrasing in the target language. * Resource Generation: Analyzing task quality trends and autonomously developing educational resources and feedback documentation to increase alignment between AI task outputs and campaign expectations. * Production & Vetting Support: Providing native-level language vetting during project scaling and offering specialized linguistic consultation throughout the production phase. REQUIRED EXPERTISE To successfully fulfill the deliverables of this project, Contractors must possess a meticulous eye for language and cultural nuance. Core skillset includes: * Demonstrable work or educational experience in linguistics, education, or other fields requiring high attention to linguistic detail. * Prior, tangible experience working in human data evaluation or annotation. * Verified Mandarin language proficiency of C1 or C2  * The ability to confidently transform raw feedback and quality trends into structured, actionable educational resources. * A meticulous approach to language, with the sharpness to identify and correct even the most subtle unnatural phrasing in their native tongue.   Service Fees We offer a pay range of $6-to- $65 per hour, with the exact rate determined based on 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. Engagement Type: Freelance / Independent Contractor  Workplace Type: Remote