AI training contract
Agriculture, Forestry & Environmental Experts
Science & Research · USD 40-60 an hour. · 15 openings
Agriculture, Forestry & Environmental Experts is contract work for micro1, reviewing and correcting what AI models produce in science & research. 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 40 to USD 60 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 15 openings on this role.
Skills named: Agricultural Engineering, Environmental Conservation.
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: Agriculture, Forestry & Environmental Experts Role Type: Contractor Location: Remote micro1 is engaging Agriculture, Forestry & Environmental Experts to collaborate on a customer project aimed at advancing sustainable practices and environmental stewardship. In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required — your domain knowledge is what matters. Scope of Work Contribute domain-specific knowledge to support the training and evaluation of AI-driven solutions in agriculture, forestry, and environmental science. Provide detailed assessments on industry practices, challenges, and innovations across subdomains such as agricultural engineering, food science, conservation, and land management. Review, annotate, and validate datasets, documents, and scenarios to ensure the accuracy and relevance of AI systems in real-world applications. Create and refine technical content, process explanations, and policy guidance for diverse agricultural and environmental contexts. Advise on regulatory frameworks, sustainability initiatives, and emerging trends relevant to agriculture, forestry, and environmental conservation. Participate in written and verbal discussions to clarify project objectives, share insights, and align on deliverables. Support interdisciplinary collaboration among project stakeholders, ensuring consistent application of expert knowledge throughout project phases. Preferred Qualifications Minimum of 5 years’ professional experience in agriculture, forestry, environmental conservation, or related subdomains (including agricultural engineering, food science, farm/ranch management, conservation science, or forestry). Proven expertise in sustainable agriculture, land management, or conservation practices. Strong written and verbal communication skills, with an emphasis on clarity and technical accuracy. Demonstrated ability to analyze complex systems, solve problems, and provide actionable recommendations. Familiarity with current regulatory standards, industry trends, and technological advancements in agriculture and environmental management. Experience collaborating on interdisciplinary projects or with cross-functional teams. Advanced degree in a relevant field is highly regarded.
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Rate, openings and requirements checked 2026-10-19 against micro1's own public postings.