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Machine Learning Manager, Borrowing

Monzo Bank

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Posted over 30 days ago...

Expired

Join Monzo Bank and drive innovative solutions to simplify the world of money with cutting-edge machine learning for credit risk modelling.

Overview

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£100000 - £0

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Cardiff, London or Remote (UK)

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Monzo Bank Challenger, online only, bank dedicated to simplifying the world of money.

Role Summary

  • Improve customer and business outcomes through automated decisioning using Machine Learning and statistical modelling.
  • Focus on credit risk modelling and optimising utilisation, pricing, collection, and marketing.
  • Hands-on technical leadership role managing a team of Senior ML Scientists.
  • Drive innovations in data and ML applications for multiple Borrowing products.
  • Collaborate with leaders across various departments and influence strategic decisions.
  • Work with external data suppliers and industry peers to push innovation frontiers.
  • Develop toolings, methodologies, and processes for model development.
  • Champion quality and efficiency of model development for scalable growth.
  • Collaborate across teams within Monzo on best practices and technologies.

Role Requirements

  • In-depth knowledge and experience in the credit industry.
  • Excellent technical skills in ML and model development.

The mission of Borrowing Machine Learning Scientists is to improve the customer and business outcomes through better automated decisioning, using Machine Learning and statistical modelling. We have a primary focus in credit risk modelling, with our expertise also applied to predict and optimise utilisation, pricing, collection and marketing. You will be taking a hands-on technical leadership role, managing a small team of Senior ML Scientists. With in-depth knowledge and experience in the credit industry, you’ll drive innovations by identifying new opportunities of data and ML applications, and delivering business values across multiple Borrowing products. You’ll have a close relationship with leaders across Credit Strategy, Products, Model Validation and Engineers, with whom you will drive and influence strategic decisions and product roadmaps. You’ll also have the opportunities to work with external data suppliers and industry peers, to push the innovation frontiers for the credit industry. With excellent technical skills, you’ll also spearhead the continuous development of our toolings, methodologies, and processes, to empower the team to build better models easier and faster. You’ll serve as the champion for the quality and efficiency of model development, and ensure safe and scalable growth of our model portfolio. You’ll also have plenty opportunities to work with other modelling teams across Monzo, to collaborate on the best practices and latest technologies.

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