Lloyds Banking Group | Data Science

Why complete our Job Simulation

A risk-free way to experience work on the job with us at Lloyds Banking Group. Practise your skills with example tasks and build your confidence to ace your applications.

Self-paced3-4 hoursNo gradesNo assessmentsadvanced

Welcome to the Lloyds Banking Group Data Science & Analytics Programme! We are thrilled to have you here.

Lloyds Banking Group is a leading UK-based financial services company dedicated to helping individuals and businesses achieve their financial goals. With a rich heritage and a focus on innovation, we strive to offer cutting-edge solutions and services to our customers, supporting them at every stage of their financial journey.

During this programme, you will get the opportunity to step into the shoes of a data science graduate and complete tasks that replicate the work that our Data Science & Analytics team does every day. You’ll learn key skills in:

Predictive modelling and machine learning
Data preprocessing and analysis
Model evaluation and performance metrics
Communicating complex data insights

We hope this programme provides a great resource for you to upskill and strengthen your resume as you explore career options and a potential career at Lloyds Banking Group.

Skills you will learn and practice:

Data Collection & Integration

Exploratory Data Analysis (EDA)

Data Cleaning & Preprocessing

Critical Thinking and Hypothesis Formation

Communication of Findings

Data Preprocessing and Cleaning

Algorithm Selection and Model Building

Model Evaluation and Performance Metrics

Reporting and Communication

Data Visualisation and Analysis

How it works

Complete tasks guided by pre-recorded videos and example answers from our team at Lloyds Banking Group. No live sessions, all self-paced.

Earn a certificate and add it to your resume and LinkedIn as an extracurricular activity.

Stand out in applications. Confidently answer interview questions and explain why you’re a good fit for our team.

Introduction from Lloyds Banking Group

Hear Noel Helliwell, Machine Learning Engineer at Lloyds Banking Group, introduce the program.Explore Our Job Sims

Tasks in this program

Intro & Scenario

Meet your team members and learn about your project goals.

Your role

You are a data science graduate at Lloyds Banking Group.
You are part of the Data Science & Analytics team, where each member contributes uniquely to projects.
Your team has been assigned the task of enhancing customer retention through analytics, focusing on predicting customer churn.
As a recent graduate eager to apply your data science skills, you see this project as an excellent opportunity to make a meaningful impact.

Your goal

Your primary task is to collaborate with the team to gather and analyse data relevant to customer churn.
You need to perform exploratory data analysis to uncover patterns and insights, clean and preprocess the data, and build a predictive model for customer churn.
Additionally, you are expected to suggest ways to evaluate and measure the model's performance.

Reviews

Over 100

5 Star Reviews

"Amazing Virtual Experience Program!!! The tasks given in this program lets you apply your foundational knowledge about statistics and machine learning. Highly recommended for freshers as this could be the project you should add to your resume if applying for banking industry."-- Student from North Maharashtra University

"I love that the program drove me to apply the knowledge and skills I've gained on actual real world problems. The learning lessons and quizzes were also quite nice as I learnt a couple of new concepts there too."-- Student from University of Salford

Not the right career for you?