A live role
Credit Model Validation Manager (Machine Learning & NPV Models)
from Monzo · read the original and apply on their site
Cardiff, London or Remote (UK)
Our take: The real work here is independently pulling apart Monzo's credit decisioning models with data and Python, then challenging their builders clearly and kindly so the bank lends safely.
If you love picking apart a credit model until you know exactly where it is strong and where it will bend, this is your kind of work. You will be the independent voice that tests the thinking of the modelling teams, using Python and real data to prove your case, then explaining it plainly to people who need to trust your judgement. It suits someone who enjoys rigour and respectful challenge, and who wants their careful analysis to shape how a bank lends safely to real customers.
Needs
- evaluating models
- statistical analysis
- credit risk modelling
- writing clear reports
- translating for non-experts
- challenging developers
Rewards
- presenting to committees
- visible customer impact
- building challenger models
- learning new tech
Demands
- building trust
- cross-team partnering
- respectful challenge
- guarding risk outcomes
Grows
- spotting issues early
- synthesising complexity
- tinkering with ai tools
- designing standards
Values
- user obsession
- analytical rigour
- independent candour
- long-term safety
- mission driven
Drains
- compliance oversight
- committee reporting
- performance monitoring
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