Data
- Data
The SKAdNetwork Puzzle: Using Data to Solve for Effective Performance Marketing
This blog talks through how Monzo uses Data Science and Analytics Engineering to measure the value of paid marketing as Apple’s SKAdNetwork changes the mobile advertising landscape, which helps to inform our wider strategies of sustainable growth
- Technology
Sweating the Small Stuff: What do app screens and pedestrian-crossings have in common?
This blog talks about why app screens are like pedestrian crossings, or more specifically, how some subtle tweaks to a user-interface in Monzo's sign-up process has had a surprisingly large impact!
- Data
Designing a regional experiment to measure incrementality
This blog post covers the approach for how we designed a regional experiment to measure the incremental impact of our referral scheme on new customer growth.
DataUsing topic modelling to understand customer saving goals
This blog post walks you through how we used a method called topic modelling to categorise Pot names into different themes so we can understand which Pots are used for holidays, life events, or just general savings.
- Data
Machine Learning at Monzo in 2022
An end-of-year review of how machine learning continues to evolve and grow at Monzo
- Data
Joining Monzo as a Data Scientist
Izak joined Monzo as a data scientist in February. In this post, he shares his journey to Monzo and his early experience in the data discipline, with our data stack, and in the team looking after our Customer Operations.
- Data
Moving from Data Science into Machine Learning
Rob joined Monzo as a Data Scientist, and recently moved into Machine Learning. Here's his journey!
- Data
Monzo’s machine learning stack
Neal Lathia, Director of Machine Learning at Monzo gives an overview of Monzo's machine learning platform, the principles behind it, and future plans.
- Technology
Data hiring at Monzo: The interview process
We hire lots of different people in Data who join us to work in a lot of different teams. Our interviews are designed to do two things: teach you about Monzo and capture information that tells us the role is right for you.
- Data
How we validated our handling time data
We make lots of decisions based on data from customer support. We need to make sure we can trust this data. In this post, Niamh explains how her team validated the data.
- Data
How to think about the ROI of data work
Next time someone asks about data ROI, show them this formula.
- Data
Machine Learning at Monzo in 2021
A review of Monzo's machine learning team in 2021
- Data
An introduction to Monzo’s data stack
An overview of the data stack we use at Monzo, some of the challenges we face, and what we want to change.
