micro1 · STEM & research
Agriculture, Forestry & Environmental Experts
Listed on micro1 as “Agriculture, Forestry & Environmental Experts”
What this actually is
You design problems that stump current AI models, evaluate AI reasoning against the correct answer, write rubrics, and provide expert feedback. Often the highest-paid category because the expertise pool is small. The platform title (Agriculture, Forestry & Environmental Experts) reflects the rate band and the expertise required, not the day-to-day work.
Can you do this on your visa?
F-2 / F-4 / F-5 / F-6: open. E-1 to E-7: needs concurrent-employment permit. D-2 / D-4 students: S-3 permit, 20 hr/week cap. D-10 / D-8: case by case.
Korean tax on USD income
First 5 years in Korea: foreign-source income only taxed if remitted into Korea. After year 5: worldwide income. Full tax guide.
Original posting from 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.
Quoted from micro1’s public listing on 2026-10-27.We don’t edit platform copy; honest framing is in the title and the “what this actually is” block above.
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About micro1
Recruits experts and generalists for AI training projects and lists each role with an hourly range on its own job board. You apply per role, then do a role-specific interview with micro1's AI recruiter.
Is micro1 legit? Our review
A real US company that pays experts in USD through Deel twice a month. The hard part is getting from the Zara AI interview to paid work. Pay, who can join, and how Korean visa and tax rules apply.
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