AI training contract
National Park Ranger
Other · USD 30-45 an hour. · 10 openings
National Park Ranger is contract work for micro1, reviewing and correcting what AI models produce in other. The output of the job is expert judgement written down: a model gives an answer, someone who knows the subject decides whether it is right and explains why.
What it requires. No credential is stated on this listing beyond experience in the field.
What it pays. USD 30 to USD 45 an hour, as published by micro1. Rates in this category track how rare the credential is rather than how hard the work is.
Where. The listing says this role is remote and names no country. micro1 says it hires talent from around the world, except people who reside in Afghanistan, Belarus, China, Cuba, Democratic Republic of the Congo, Hong Kong, Iran, Iraq, Libya, Macao, Myanmar, North Korea, Russian Federation, Somalia, South Sudan, Sudan, Syria, Venezuela, Ukraine, Yemen, and Ethiopia. So this page lists every other country as eligible, on the strength of that rule and not of anything this listing says. Requirements can still differ by role, so check the application page on micro1 before you apply.
micro1 lists 10 openings on this role.
Skills named: Permits, Reservations, Safety.
Applications are made on micro1, not here. WFA Digital is independent of micro1 and may receive a referral fee if you are hired, at no cost to you.
Full listing, as published by micro1
Role Title: National Park Ranger Role Type: Contractor Location: Remote Time Commitment: 15-25 hours/week, short-term project micro1 is looking for National Park Rangers and visitor services staff to help evaluate and improve AI systems on national park topics. You’ll use your visitor experience to check that questions sound like real park visitors and that answers are correct and useful. Accuracy comes first. No AI experience is needed; your domain knowledge is what matters. Scope of Work Review sample national park questions and flag any that don’t sound like what real visitors ask. Write rubrics that define a correct, complete answer on park passes, entrance fees, permits, and reservations. Cover park regulations, visitor safety, and trip planning questions in your rubrics. Evaluate AI-generated answers against your rubrics, flagging errors, omissions, and outdated guidance. Share clear written feedback with the project team, working asynchronously. Required Qualifications Current, former, or seasonal National Park Service experience (park ranger, interpretive ranger, or visitor services staff) 1+ years answering visitor questions or working with passes, permits, reservations, or fees Working knowledge of park regulations and visitor safety US-based Able to start quickly and commit 15-25 hours/week Clear, precise writing Nice to Have Experience with digital reservation and pass systems (such as Recreation.gov) Experience delivering interpretive programs Experience creating guides, FAQs, or training materials Experience helping a diverse range of visitors, including rural and non-English-speaking guests
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Rate, openings and requirements checked 2026-10-19 against micro1's own public postings.