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Deep Learning Engineer - Credit

MoNeed

singapore, singapore, Singapore Full-time June 07, 2026
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Opportunity Description

About The Team We are looking for a Deep Learning Engineer to drive the evolution of our risk modeling capabilities. This role goes beyond traditional ML — you will be at the forefront of transitioning production risk systems from classical approaches to modern deep learning architectures, building large-scale pre-trained models, and applying reinforcement learning for decision making. You will work closely with Risk, Data Science, and Engineering teams to design and deliver next-generation models that power credit decisions at scale. Job Description Design and implement deep learning models to enhance existing tree-based risk modeling pipelines, with a focus on improved generalization, representation learning, and scalability. Develop and optimize large-scale pre-trained models, including architecture design, pre-training strategies, fine-tuning, and inference optimization for production environments. Build reinforcement learning systems for dynamic credit limit and interest rate adju...
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