Description
We're on a mission to make money work for everyone.
As a Lead Machine Learning Scientist, you'll be working in a fast-moving environment, building and iterating on our financial crime defensive capabilities to ensure we keep Monzo and our customers safe.
Responsibilities
- Automatically and accurately detect suspicious user behaviours while minimising impact to genuine customers and operational costs
- Adapt quickly and appropriately to changing fraud and financial crime trends, ensuring our detection systems remain performant through time
- Work with stakeholders across the organization to identify and scope out the most impactful opportunities to tackle Financial Crime and Fraud with Machine Learning
- Lead the design and development of advanced real-time Machine Learning models
- Provide technical leadership to drive up levels of technical expertise and best practice across the Machine Learning discipline
Requirements
- Multiple year track record of excellence leading the development and deployment of advanced Machine Learning models to tackle real business problems
- Experience developing and shipping deep learning, graph-based, and/or sequence-based ML architectures to production and delivering business impact
- Impact-driven and excited to own the end-to-end journey that starts with a business problem and ends with your solution having a measurable impact in production
- Extensive experience writing production Python code and a strong command of SQL
- Comfortable working in a team that deals with ambiguity and have experience helping your team and stakeholders resolve that ambiguity
Nice to Haves
- Experience working with financial crime and in regulated institutions
- Commercial experience writing critical production code and working with microservices