AI Product Manager: Document-to-Ledger Automation

Sleek; Singapore; On-site; SGD 120,000 - 180,000; Full time

Job summary

Sleek is seeking an AI Product Manager to own the document-to-ledger pipeline end-to-end within SleekOne, spanning extraction, quality checking, matching and reconciliation. You will work daily with ML and backend engineers and practising accountants to drive measurable automation outcomes.

This is a hands-on, lean role with ownership over what gets built, how it is evaluated, and how it performs in production.

Qualifications

• Own the end-to-end document-to-ledger pipeline in SleekOne across extraction, quality checking, matching and reconciliation.
• Define evaluation criteria, datasets, and metric floors for model releases.
• Collaborate daily with ML engineers, backend engineers and practising accountants.

Responsibilities

• Define the roadmap for the four pipeline stages and automation impact.
• Write specifications with dataset, metric floors, and failure modes for changes.
• Build and maintain labelled evaluation sets with accounting team.

Skills

AI product management

Cross-functional leadership

ML collaboration

Data-driven decision making

Roadmapping

Evaluation criteria writing

Stakeholder management

Tools

SleekOne

Job description

Sleek is seeking an AI Product Manager to own the document-to-ledger pipeline end-to-end within SleekOne, spanning extraction, quality checking, matching and reconciliation. You will work daily with ML and backend engineers and practising accountants to drive measurable automation outcomes.

This is a hands-on, lean role with ownership over what gets built, how it is evaluated, and how it performs in production.