Contract role for chemical safety and toxicology experts to evaluate model outputs and documents; $50–$90/hr, 20+ hours/week, with estimated project earnings of $8,000–$14,400. Work remotely for OpenTrain AI to shape how AI systems handle hazardous-chemicals content.
Medical & Health
100% Remote Hourly · $50–$90/hr
$50–$90/hr
Compensation
Worldwide
Eligibility
Expert
Experience
Jun 30, 2026
Posted
Open worldwide
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OpenTrain is the #1 platform for people building careers in AI training and data labeling. We help freelancers discover specialized projects, build a single portfolio of AI-training work, and apply for contract roles that match their skills.
OpenTrain AI is the hiring and contracting organization for this role. We focus on sustainable freelance careers in the fast-growing field of AI training — work that directly influences how modern AI systems behave.
Why AI training matters
AI training (also called data labeling or annotation) is the human side of building intelligent systems: people create, review, and judge examples so models learn to behave safely and usefully. Contributors do this work remotely, often part time, and shape real-world model behavior.
This project sits at the intersection of chemical safety and model evaluation: your subject-matter expertise will be turned into structured feedback that improves AI understanding of hazardous materials, toxicology assessments, and safety-related reasoning.
The role
As a Chemical Safety & Toxicology Expert you will review documents, datasets, and AI model outputs, apply project rubrics, and record evidence-based ratings and written feedback. The goal is to produce crisp, consistent judgments that help models learn correct, safe behavior when handling chemical-safety topics.
This is a remote contractor engagement with flexible scheduling set by the worker. OpenTrain AI will contract the engagement; the role expects a commitment of 20+ hours per week.
Pay: $50–$90 USD per hour (project estimates $8,000–$14,400 based on schedule and duration).
Data type: documents; label type: evaluation/rating.
Employment: Contractor, Part-time; Worldwide applicants accepted; fluency in English required.
What you'll do day-to-day
Work independently to read source materials and AI-generated outputs, then evaluate them against detailed project guidelines. Your feedback must be clear, evidence-based, and actionable so it can be used to improve model behavior.
Evaluate model outputs and assign ratings using the project rubric.
Review and compare source documents, datasets, and model answers for technical accuracy and safety.
Explain judgments in writing so reviewers and engineers understand the rationale.
Maintain consistency and quality across repeated review tasks; follow detailed instructions precisely.
Requirements and qualifications
This role requires strong, real-world expertise in chemical safety and toxicology — academic background, professional experience, or language expertise are all valid. Prior AI-training experience is not required unless stated elsewhere on this job page.
Relevant professional, academic, or language expertise in chemical safety and toxicology.
Strong background in chemical safety, toxicology, chemical weapons nonproliferation, or industrial chemistry.
Experience evaluating hazardous materials, precursor chemicals, or controlled-substance risks.
Fluency in English and strong written communication skills for nuanced feedback.
Careful attention to detail and the ability to follow rubrics and project instructions consistently.
Who should apply and how it works
Apply if you are an experienced chemist, toxicologist, safety officer, nonproliferation specialist, or industrial chemist who can judge hazards and provide clear, technical feedback. This role is best for experts who enjoy focused, repeatable review work that directly improves AI safety.
To apply, create or use your OpenTrain profile and submit your application through the platform. If selected, you will be contracted by OpenTrain AI and given project materials, rubrics, and training specific to the assignment.
Time commitment: 20+ hours per week, with flexible scheduling.
Geography: Worldwide applicants accepted; work fully remote.
Compensation structure: paid hourly at $50–$90/hr; project earnings estimated at $8,000–$14,400 depending on schedule.
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