AI Product Manager

The CompanyOneCredit is Malaysia's newest credit bureau, registered under the Ministry of Finance. We turn credit and business data into insights that help banks and businesses manage risk and make better decisions.The RoleWe're hiring an AI Product Manager to own product direction for our Data & AI portfolio: live products spanning financial document extraction, litigation intelligence, relationship mapping, credit scoring, company classification, lead generation and expanding data sources across a team of 10+ Data Scientists/Machine Learning Engineers/Data Engineers.This is a product role, not project coordination. You decide what we build and why, talk to bank and enterprise customers directly, and hold the team to outcomes. You also own how the team plans and prioritizes work across the portfolio.Our products are LLM and ML systems. The roadmap is only as good as your understanding of what today's models can and can't do for our use cases, and where they're heading next. You'll lead how we define and measure quality for every product.What You'll Do?Own the roadmap for our key products: problem statements, success metrics, scope, and what we don't buildRun customer discovery with banks and enterprises; sit in on sales conversations, RFIs and POCs as the product voiceDrive sprint planning, prioritization and timelines across all active projectsOwn evaluation: define what "good" looks like, build failure-mode taxonomies from production data, and shape the eval strategy with our ML engineersLead model selection and the quality/cost/latency trade-off as models improveSpot new products as new data sources come online, and make the case for which to buildKeep the CEO and management informed: what shipped, what's at risk, what we're doing about itWhat We're Looking For?You've shipped AI or ML products to production and owned the outcome. We care about what shipped and whether it was used, not years or titles. Former engineers and data scientists who moved into product are strongly encouraged to applyA quantitative or technical background and a working grasp of APIs, data pipelines, deployment and evaluation. No production code required, but you should reason comfortably about precision, recall, latency and costA real view on the model frontier for your area: what works, what fails, the workarounds, and where it's going in the next few monthsYou use AI tools to do your own work and can defend everything you produceYou've run customer discovery yourself and turned it into products people usedYou've juggled many concurrent work streams without dropping anyStrong writing: PRDs, RFCs, roadmap memos, stakeholder updatesComfortable in a regulated environment. Fintech or credit experience is a plus, not a requirementLead and Principal-level candidates welcome; the scope is large enough.Why OneCredit?Own an entire AI portfolio, not a single featureBuild on real, high-stakes financial data with a technical teamShape how a credit bureau's data is consumed in an LLM-native worldEarly team, fast progression for high performersKuala Lumpur, in office five days a week.Interview ProcessHR screen → take-home case (one week) → Lead Data Scientist → Product team (optional) → CEO