Spanish-Language Consumer Reviewer

Time Commitment: 5-10 hours/week, short-term project

micro1 is looking for Spanish-speaking adults to help evaluate and improve AI systems that answer questions about government services. You’ll read sample questions and answers in Spanish and English and tell us whether the wording sounds natural and is easy to follow. Your everyday experience is what matters. No AI, translation, or technical background is needed.

¿Le interesa dar su opinión? ¡Postúlese!

What You’ll Do

1. Read sample questions and answers in Spanish and English.
2. Tell us whether the wording sounds natural, clear, and easy to follow.
3. Point out words or phrases that feel confusing, stiff, or like a bad translation.
4. Give honest, specific feedback in your own words, and suggest simple changes.

Who We’re Looking For

1. Spanish-dominant or fluently bilingual (Spanish/English)
2. Recent personal experience with a US government service or document
3. Comfortable with basic online tasks, such as filling out a form
4. Clear, honest feedback
5. US-based

Nice to Have

1. Living in a rural or smaller community.
2. Experience helping family or friends with a government service or document

About micro1

micro1 is a data lab that helps AI labs & Enterprises train foundational models and agents. We provide frontier evaluations and reinforcement learning environments to improve LLM capabilities, as well as contextual evaluations to monitor and improve AI agents in enterprise settings.Our AI recruiting agent sources and vets domain experts for our data platform that enables rapid production of high-quality training data. Our research spans high-value, specialized domains (legal, medical, finance, coding, etc.), where expert-level data is the hardest to produce and most valuable for advanced model performance. Our pipeline performance system ensures both quality and velocity.