AI Data Generalist

About OpenTrain

OpenTrain is the #1 platform for finding and building careers in AI training and data labeling. OpenTrain AI is recruiting contractors for projects that help improve how artificial intelligence systems learn, respond, and perform.

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About AI Training Work

AI training is the human side of building modern artificial intelligence. Contributors prepare and review examples, evaluate model responses, and provide feedback that helps AI systems become more accurate, relevant, and useful.

This work is part of a fast-growing technology industry and can offer remote, flexible opportunities for people with strong communication, judgment, and attention to detail.

The AI Data Generalist Role

As an AI Data Generalist, you will analyze, evaluate, and annotate varied document datasets used for AI training and validation. You will review generated outputs, assess their relevance and accuracy, and provide clear written feedback according to project requirements.

This is a worldwide, remote contractor engagement. Assignments may vary in timing and weekly workload, with a minimum time requirement of 20 hours per week.

• Contractor, part-time engagement
• Worldwide opportunity
• Advertised pay of $50-$90 per hour
• Entry-level role
• English-language work
• 20+ hours per week

What You'll Do

You will work across multiple subject areas and apply careful judgment to data quality and AI output review. The role combines annotation, evaluation, written feedback, and problem-solving in a detail-oriented remote environment.

• Analyze and annotate varied datasets for AI training and validation.
• Evaluate model outputs for relevance, accuracy, and overall quality.
• Refine written input and feedback according to project requirements.
• Apply critical thinking to problem-solving tasks across multiple domains.
• Follow annotation guidelines, quality assurance processes, and project standards.
• Communicate findings clearly in written and verbal formats.
• Complete detailed work independently and collaborate effectively when needed.
• Meet requirements and deadlines while maintaining a high standard of accuracy.

Requirements

Success in this role depends on precise communication, strong analytical judgment, and consistent attention to detail. You must be comfortable reviewing information, evaluating AI-generated content, and applying project instructions carefully.

• Exceptional written and spoken English.
• Strong critical-thinking and analytical skills.
• Ability to evaluate model outputs for relevance and accuracy.
• Careful application of annotation guidelines and quality standards.
• Clear written and verbal communication.
• Ability to work independently and collaboratively in a remote setting.
• Commitment to completing requirements on time and to a high standard.

Helpful Background

Previous experience with data labeling or annotation projects is helpful, but prior AI experience is not required. Familiarity with reviewing information for relevance, accuracy, and consistency can support success in this work.

• Previous data labeling or annotation experience is helpful.
• Experience reviewing information for relevance, accuracy, or consistency may be useful.
• Prior AI experience is not required.

How to Apply Through OpenTrain

Apply through OpenTrain to be considered for this AI Data Generalist opportunity. A free OpenTrain profile helps you present your experience, discover additional AI training projects, and develop a durable portfolio in the field.

• Create or update your free OpenTrain profile.
• Review the role details and submit your application.
• Showcase your communication, analytical, and quality-review strengths.