Accounting Reconciliation AI Task Author

About OpenTrain

OpenTrain AI is the hiring and contracting organization for this role. OpenTrain is the #1 platform for finding and building careers in AI training and data labeling, helping contributors discover projects, build a professional profile, and apply in minutes.

Creating an OpenTrain account is free, and your profile can help you demonstrate specialized finance expertise across your AI training career.

• Contractor and part-time opportunity
• Based in Singapore
• English-language work
• 20+ hours per week
• $60-$120 USD per hour

About AI Training Work

AI training is the human side of building artificial intelligence. People with accounting and finance expertise create realistic examples, evaluate model outputs, and define the standards that help advanced AI systems reason more reliably.

This work offers a way to apply professional knowledge to cutting-edge technology. Many AI training projects are flexible and remote, allowing contributors to build experience while choosing work that matches their skills.

• Help shape how advanced AI agents handle enterprise finance work
• Apply accounting judgment to realistic documents and system states
• Create objective standards for evaluating AI-generated work

The Accounting Reconciliation AI Task Author Role

OpenTrain is recruiting an Accounting Reconciliation AI Task Author to design expert-level tasks that train and evaluate advanced AI agents on realistic enterprise finance scenarios. You will translate accounting knowledge into numerically rigorous tasks focused on reconciliation, financial reasoning, and reliable evaluation.

The role is classified as entry level in the project information, while the work requires hands-on accounting or finance analyst experience and strong multi-step reconciliation skills.

• Work with accounting reconciliation, payment matching, revenue recognition, and margin analysis
• Create tasks that can be solved and scored objectively
• Work 20+ hours per week as a part-time contractor
• Complete the role in English from Singapore

What You'll Do

You will author prompts involving payment-to-invoice matching, billing compared with recognized revenue, and margin report analysis. You will also construct the financial context needed for advanced AI agents to reason through realistic accounting situations.

Each task must have reliable, verifiable outcomes. You will solve your own tasks, check the balances and calculations, and refine the data, documents, ambiguity, and reasoning requirements until the difficulty is appropriately calibrated.

• Write prompts for payment-to-invoice matching scenarios
• Create tasks comparing billing with recognized revenue
• Design margin report analysis tasks
• Write rubrics with exact numerical outcomes and required reasoning
• Configure financial data, documents, and system states
• Verify figures, balances, and rubric correctness by solving each task
• Adjust task complexity and source-document ambiguity
• Review and correct AI-drafted prompts or rubrics when needed

Requirements

You should have hands-on experience as an accountant, finance analyst, or in a closely related finance role. Strong numerical reasoning and experience with multi-step reconciliation problems are required.

You must understand revenue recognition, matching rules, and standard accounting workflows. The role also requires the ability to define correctness criteria that can be checked precisely, including exact figures, reconciled balances, and explanations of variances.

• Hands-on accounting or finance analyst experience
• Experience with multi-step reconciliations
• Knowledge of revenue recognition and payment matching
• Understanding of standard accounting workflows
• Ability to calculate and verify exact figures and reconciled balances
• Ability to explain variances clearly
• Experience with financial documents, spreadsheets, and accounting-system outputs
• Ability to design objectively scorable prompts and rubrics for AI agents
• Willingness to test and refine tasks until they are challenging and reliably gradable

Helpful Background

Experience in manufacturing, industrial, or enterprise B2B finance environments is useful, particularly across APAC. Familiarity with ERP and accounting platforms can also help you create more realistic task environments.

Background in audit, financial controls, or revenue assurance is valuable. CA Singapore, ACCA, CPA, or an equivalent qualification is also helpful, though these backgrounds are listed as helpful rather than required.

• Manufacturing, industrial, or enterprise B2B finance experience
• Experience working across APAC
• SAP, Oracle, NetSuite, or other ERP platform familiarity
• Audit, financial controls, or revenue assurance experience
• CA Singapore, ACCA, CPA, or equivalent qualification

Build Your AI Training Career With OpenTrain

Accounting expertise is increasingly useful in AI training because models need realistic financial examples and careful human evaluation. Through OpenTrain, you can turn your professional knowledge into a portfolio of work that demonstrates how you contribute to reliable AI systems.

OpenTrain brings opportunities and profile-building tools together in one place, helping you discover projects that match your skills and develop a longer-term career in AI training and data labeling.

• Apply specialized accounting knowledge to advanced AI development
• Build a portfolio around finance reasoning and evaluation
• Discover additional AI training opportunities through OpenTrain
• Create a free OpenTrain account and apply in minutes