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Data Annotations Analyst- (Accounting)-3 month contract

Xero

Hawthorn, Victoria, Australia permanent

Posted: January 9, 2026

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Quick Summary

The Data Annotations Analyst will play a pivotal role in shaping the future of the profession, acting as an architect of automation and ensuring models understand nuanced financial concepts and complex transaction logic.

Job Description

The role / impact

You will play a pivotal role in shaping the future of the profession, acting not just as a participant in automation but as an architect of it. This position involves providing expert validation to ensure our models understand nuanced financial concepts, standards, and complex transaction logic that might otherwise be missed.

You will bring a rigorous quality assurance framework to the data pipeline, using an audit mindset to identify edge cases and anomalies in training sets. By acting as a financial translator, you will bridge the gap between technical teams and accounting principles, advising on how to structure financial data taxonomies to ensure resulting AI tools are genuinely useful for professionals.

The team & how they connect

This centralised annotation team consists of AI annotators with deep backgrounds in financial accounting, currently expanding to include global tax experts. You will work alongside the wider data annotation team and engineering departments, serving as the human-in-the-loop to develop AI solutions within the Xero product.

The team is currently working on / Initially, the role may focus on

• Developing AI solutions within the Xero product ecosystem.

• Designing annotation guidelines and advising engineering teams on financial data taxonomies.

• Providing expert knowledge on financial accounting tools to support machine learning initiatives.

• Identifying edge cases or anomalies in training sets to prevent bias or hallucinations in models.

Where and how you can work

This role is based in Melbourne or Sydney. We offer flexible working arrangements, though you will need to manage your time effectively to collaborate across different time zones.

Here are some of the things we are looking for

• You bring in-practice experience in accounting, bookkeeping, or finance, with a solid grasp of financial reports.

• A degree or diploma in Accounting, Finance, or a related field underpins your technical knowledge.

• You have a good understanding of the tax process for businesses, including indirect and direct taxes.

• Proficiency in English is essential for effective communication and evaluating complex language model responses.

• Your technical toolkit includes experience with Microsoft or Google Suite, and familiarity with accounting software such as Xero or QBO.

• You possess critical thinking skills and an audit mindset to problem-solve and ensure data integrity.

Apply even if your experience isn't a perfect match! At Xero, we hire based on your skills, passion, and the unique perspective you can bring to enhance our culture and team.

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