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About this Agriculture, Forestry & Environmental Experts role at micro1

micro1 · Remote · Remote — 58 countries

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

  1. Contribute domain-specific knowledge to support the training and evaluation of AI-driven solutions in agriculture, forestry, and environmental science.
  2. Provide detailed assessments on industry practices, challenges, and innovations across subdomains such as agricultural engineering, food science, conservation, and land management.
  3. Review, annotate, and validate datasets, documents, and scenarios to ensure the accuracy and relevance of AI systems in real-world applications.
  4. Create and refine technical content, process explanations, and policy guidance for diverse agricultural and environmental contexts.
  5. Advise on regulatory frameworks, sustainability initiatives, and emerging trends relevant to agriculture, forestry, and environmental conservation.
  6. Participate in written and verbal discussions to clarify project objectives, share insights, and align on deliverables.
  7. Support interdisciplinary collaboration among project stakeholders, ensuring consistent application of expert knowledge throughout project phases.


Preferred Qualifications

  1. 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).
  2. Proven expertise in sustainable agriculture, land management, or conservation practices.
  3. Strong written and verbal communication skills, with an emphasis on clarity and technical accuracy.
  4. Demonstrated ability to analyze complex systems, solve problems, and provide actionable recommendations.
  5. Familiarity with current regulatory standards, industry trends, and technological advancements in agriculture and environmental management.
  6. Experience collaborating on interdisciplinary projects or with cross-functional teams.
  7. Advanced degree in a relevant field is highly regarded.
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About micro1

micro1 is a human data and talent infrastructure company focused on improving AI systems through high-quality expert input.


It connects vetted domain specialists with AI teams and enterprises to produce training data, run model evaluations, and improve reasoning performance in advanced AI systems.


The platform combines a talent marketplace with AI-driven screening and matching tools, enabling faster access to specialized contributors for tasks like LLM training, agent evaluation, and structured data creation.

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