Data Scientist - AI (Collection)

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Description

Kredivo is hiring a Data Scientist – AI (Collection) in our Jakarta office to build AI-powered products that change how we collect payments from customers. This position will report to the Lead Data Scientist – Collection & SPG and will be accountable for designing, shipping and measuring AI solutions across the collection journey, from early reminders to late-stage recovery. In this role you will also be responsible for driving AI transformation within Collection: building conversational AI (chatbots and voice bots/robocalls), automating desk collection audit processes, and applying LLMs to collection workflows. In addition, you will be responsible for proving business impact through rigorous experiments and working closely with Collection Ops, Product and Engineering to put models into production. About the job: To design and build LLM-powered collection assistants (WhatsApp/in-app chatbots, AI voice agents/robocalls) To build automated audit and analysis of desk collection calls and chats, using speech-to-text and LLMs to check them against collection SOPs at scale and turn them into insights for Collection Ops To develop and improve predictive models (e.g. propensity-to-pay, contactability, best channel/time to contact) that decide who to contact, when and how To design and analyze A/B tests that measure impact on collection KPIs (roll rate, recovery rate, cost per collection) To work with Engineering and Ops to deploy, scale and iterate on solutions, and to make sure the

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