Create and calibrate realistic AI tasks built around bookings, fulfillment, revenue recognition, and enterprise account workflows. This remote, flexible contract pays $20 to $50 per hour.
About OpenTrain
OpenTrain is the #1 platform for finding and building careers in AI training and data labeling. OpenTrain AI hires and contracts contributors for projects that help shape how advanced AI systems work, while giving freelancers a place to build a lasting professional portfolio.
Creating an OpenTrain account is free. You can use your profile to present your experience, discover relevant AI training work, and apply in minutes.
- Remote opportunities across the growing AI training industry
- A profile designed to help you build and show credible project experience
- Flexible work that can complement other professional commitments
About AI Training Work
AI training is the human side of building artificial intelligence. Contributors write prompts, evaluate model responses, create examples, and define standards that help AI systems perform reliably in real-world situations.
In this role, your revenue operations expertise will help train and evaluate AI agents on complex enterprise workflows. Your judgment will shape whether models can reason through business data, identify discrepancies, and produce verifiable results.
- Work on cutting-edge AI evaluation and task-authoring projects
- Apply practical business expertise to realistic model challenges
- Help make AI outputs more accurate, consistent, and useful
The Role
OpenTrain is seeking a Revenue Operations AI Task Author to design and calibrate expert tasks for advanced AI agents. You will turn realistic revenue operations scenarios into challenging, objectively gradable exercises involving account data, bookings, fulfillment, recognized revenue, and discrepancies across business systems.
This is a fully remote, flexible hourly contract for an individual freelancer. The opportunity is categorized as entry level, but it requires hands-on revenue operations, sales operations, or closely related experience in an industrial or enterprise setting.
- Contractor and part-time work arrangement
- 20 or more hours per week
- Fully remote from Singapore
- English-language work
- Pay of $20 to $50 per hour
What You’ll Do
You will create task content that reflects the systems, communications, and decisions found in enterprise revenue workflows. You will also solve and test your own tasks to confirm that they are sound, appropriately difficult, and graded consistently.
- Author prompts involving bookings reconciliation, account discrepancies, fulfillment pipelines, and recognized revenue
- Write scoring rubrics with precise, verifiable standards for correct answers
- Configure task environments that reflect enterprise systems and communications
- Solve tasks yourself to validate their logic and rubric accuracy
- Test tasks against AI models and calibrate complexity, ambiguity, and required steps
- Review and correct AI-drafted prompts and rubrics when needed
- Iteratively refine task quality through practical testing
Required Experience And Skills
You should bring practical experience in revenue operations, sales operations, or a closely related function within an industrial or enterprise setting. The work requires both business judgment and the ability to convert that judgment into clear, objectively testable instructions for AI systems.
- Hands-on revenue operations or sales operations experience
- Understanding of bookings reconciliation, fulfillment pipelines, and revenue recognition
- Experience querying and interpreting CRM, account, and bookings data
- Familiarity with systems such as Salesforce
- Ability to define precise correctness criteria instead of relying only on subjective judgment
- Comfort working across email, chat, dashboards, and multi-system workflows
- Ability to test, assess, and refine task difficulty and quality
Helpful Background
Experience training or evaluating AI tools in sales or revenue contexts would be useful. Enterprise B2B experience involving complex deal structures in the Asia-Pacific market is also valuable.
- AI training or model evaluation experience in sales or revenue operations
- Enterprise B2B experience
- Familiarity with complex Asia-Pacific deal structures
Why Build Your AI Training Career With OpenTrain
AI training and data-labeling work is one of the fastest-growing ways to contribute to technology without needing a traditional software role. Specialists use their existing knowledge to improve models through evaluation, structured feedback, and carefully designed examples.
OpenTrain helps you turn this work into a durable freelance career. As you contribute to projects, your profile can help demonstrate relevant experience, surface opportunities aligned with your skills, and make it easier to grow your AI training portfolio.
- Flexible remote work that can fit around other responsibilities
- A way to apply specialized revenue operations expertise to AI development
- An opportunity to build experience in model evaluation and task design
- Free account creation and streamlined applications through OpenTrain