Lead Data Scientist - Risk
GoTo Group • SGPython
Are you ready to outsmart the world’s most sophisticated fraudsters? Join the GoTo Risk Data Science team as a Lead Data Scientist within our Common Capabilities squad. You’ll be at the front lines of defense, architecting cutting-edge ML solutions that safeguard our entire ecosystem and ensure every transaction is a trusted one.
What You Will Do
End-to-End ML Development: Lead the design, training, and deployment of machine learning models leveraging the Python, PyTorch, and HuggingFace ecosystem.
Systems Optimization: Maintain and troubleshoot high-scale production ML environments, ensuring reliability across systems processing hundreds of millions of transactions.
Cross-Functional Collaboration: Partner with team members and key stakeholders to align technical execution with strategic business objectives and measurable impact.
What You Will Need
Strong quantitative and problem-solving skills
Solid understanding of Statistics/ML fundamentals and demonstrated experience in Python
Experience building and deploying deep neural network models in a production setting
A very good understanding of ML system design, and the issues faced when scaling ML systems and integrating them with other software systems
Very good communication skills, and the ability to write clear and concise technical documentation
Ph.D. or Masters in a quantitative discipline, with 7+ years of relevant experience.