Native Spanish Speaker for AI Content Quality Audit (Humanizer Project)

Posted 3 weeks ago

Worldwide

Summary

We are building an AI system designed to generate more natural, fluent, and human-like Spanish. We are looking for a native Spanish speaker to help us evaluate AI-generated Spanish content, identify recurring language quality issues, and provide feedback that can help improve future outputs. This is not a translation job or simple proofreading. We are interested in understanding why certain outputs sound unnatural, robotic, repetitive, or non-native, and what changes could improve the overall quality of the system. What You'll Do You will review samples of AI-generated Spanish content and provide feedback on: - Naturalness and fluency - Grammar and correctness - Awkward, rigid, or overly formal phrasing - Repetitive AI-generated patterns - Whether the text sounds genuinely human-written - Recurring issues that may affect overall output quality In some cases, you may also review reference examples and help identify patterns that could be contributing to recurring output issues. Deliverables For the main audit project, we expect a concise, well-structured audit report, typically around 2–4 pages, that includes: - The most significant recurring language quality issues found across the samples - Representative examples for each issue, with before/after context where helpful - An explanation of why each issue affects naturalness, fluency, readability, or authenticity - Practical recommendations for how the AI Humanizer can improve these patterns in future outputs We are primarily interested in recurring patterns, root causes, and actionable recommendations rather than sentence-by-sentence corrections. The goal is to help us understand systemic issues and improve the model. Requirements - Native Spanish speaker - Excellent intuition for natural Spanish writing - Strong Spanish grammar and writing skills - Ability to explain feedback clearly in English - Strong attention to detail and pattern recognition Preferred but not required: - Experience reviewing AI-generated content - Experience in editing, proofreading, localization, annotation, LQA, or content review - Familiarity with ChatGPT, Claude, Gemini, DeepSeek, or similar AI tools Project Details - Remote - Fixed-price project - Flexible schedule - Potential for ongoing collaboration after the initial audit Selected candidates may be invited to complete a short paid evaluation task (typically 15–20 minutes) before the main project. When applying, please mention which Spanish-speaking region you are most familiar with (e.g., Spain, Mexico, Argentina, Colombia, Chile, Peru, etc.).

  • $200.00

    Fixed-price
  • Intermediate
    Experience Level
  • Remote Job
  • Ongoing project
    Project Type
Skills and Expertise
Mandatory skills
Spanish
Native Fluency
Activity on this job
  • Proposals:50+
  • Last viewed by client:2 weeks ago
  • Hires:
    3
  • Interviewing:
    0
  • Invites sent:
    0
  • Unanswered invites:
    0
About the client
Member since Apr 21, 2020
  • China
    Hongong10:19 AM
  • $43K total spent
    137 hires, 59 active
  • 4 hours
  • Finance & Accounting
    Mid-sized company (10-99 people)

Explore similar jobs on Upwork

Voice Acting
Male
Female
Native Fluency
English to Japanese Translation
Translation
English
Subtitling

How it works

  • Post a job icon
    Create your free profile
    Highlight your skills and experience, show your portfolio, and set your ideal pay rate.
  • Talent comes to you icon
    Work the way you want
    Apply for jobs, create easy-to-by projects, or access exclusive opportunities that come to you.
  • Payment simplified icon
    Get paid securely
    From contract to payment, we help you work safely and get paid securely.
Want to get started? Create a profile

About Upwork

  • Rating is 4.9 out of 5.
    4.9/5
    (Average rating of clients by professionals)
  • G2 2021
    #1 freelance platform
  • 49,000+
    Signed contract every week
  • $2.3B
    Freelancers earned on Upwork in 2020

Find the best freelance jobs

Growing your career is as easy as creating a free profile and finding work like this that fits your skills.

Trusted by

  • Microsoft Logo
  • Airbnb Logo
  • Bissell Logo
  • GoDaddy Logo