Agriculture, Forestry & Environmental Experts

What you'll do

You check whether an AI system understands land, crops, forests and ecosystems the way a practitioner does. That means reviewing, annotating and validating datasets, documents and scenarios; assessing how the model describes industry practice, challenges and new techniques; and writing or refining technical content, process explanations and policy guidance for different agricultural and environmental settings.

The subject range is wide on purpose: agricultural engineering, food science, conservation, land management, farm and ranch management, and forestry all appear in the ad. Expect to advise on regulation, sustainability programmes and emerging trends, and to take part in written and spoken discussions with other project stakeholders to keep expert input consistent.

Who fits

• At least 5 years of professional experience in agriculture, forestry, environmental conservation or a related subdomain
• Proven expertise in sustainable agriculture, land management or conservation practice
• Clear, technically accurate writing and speech
• The ability to analyse complex systems and give actionable recommendations
• Working knowledge of current regulation, industry trends and technology in agriculture and environmental management
• Experience on interdisciplinary or cross-functional projects
• An advanced degree in a relevant field is highly regarded but not required

No prior AI experience is needed.

What it pays

micro1 publishes $40–60/hour. For agronomists, foresters and conservation scientists this compares reasonably with consulting rates in many countries, though it sits below micro1's top-tier expert listings. The ad does not explain placement within the band and states no pay structure, hours or project length.

Worth knowing

Good:

• A rare AI training listing aimed at agriculture and environmental professionals
• Farm and ranch managers qualify alongside scientists; an advanced degree helps but is not required
• A relatively narrow pay band, so less uncertainty about the rate
• Fully remote, with no country restriction stated

Less good:

• Only 15 openings
• The scope is broad and vague; the ad does not say which crops, regions or regulatory systems the project covers
• Regulatory work may lean toward one country's rules, which the ad does not name
• No hours, duration or start date published
• Contractor engagement: no benefits, your own tax to manage

About this listing

Posted by micro1 on its referral jobs board and read on 18 October 2026. The pay band, 15 openings, the five-year requirement and the subdomains listed are micro1's own text. Location is given only as remote, so we have left eligibility open. Payment schedule and visa terms are not published on the listing. See micro1.