Data Science and AI Graduate Assessment
Prepare for Lloyds Banking Group's 120-minute technical assessment, Job Insight Assessment and virtual assessment day with original SQL, statistics, model evaluation and responsible AI questions.
- Role family
- Data Science / AI
- Last verified
- 25 October 2026
- Status
- Open — closes 29 November 2026 (London 25 October 2026); may close early
Published process vs practice
What to prepare for
Online application
Lloyds says the application is a registration form only, with no CV or covering letter required.
Technical online assessment
A 120-minute assessment covering SQL querying, statistical reasoning in Python, multiple-choice questions on AI and responsible use, and data science and machine learning knowledge.
Job Insight Assessment
Role-based scenarios answered by video, written and preference responses, plus data to analyse. Lloyds says some questions are time-limited.
Virtual assessment day
Pre-work, then a one-to-one interview, a group exercise, a technical exercise and individual assessments based on the pre-work.
Data science practice focus
Our original sample trains reading SQL query results, interpreting p-values and means, fraud-model metrics and responsible AI judgement in a banking context.
Free mock test
Try a Lloyds Banking Group-style mock test
5 original questions built around this programme’s published assessment mix, with a worked explanation for every answer. 10 minutes, no sign-up.
Questions
Question 1 of 5 · 0 answered
This is independent practice, not a reproduction of Lloyds Banking Group questions or any provider's test. Read each query, statistic or scenario carefully and review the working after submission.
Question 1 of 5.
customers id | region | balance 1 | North | 1200 2 | South | 800 3 | North | 450 4 | West | 2000 5 | South | 1500
SELECT region, SUM(balance) AS total FROM customers WHERE balance >= 800 GROUP BY region HAVING SUM(balance) > 1500;
Your preparation plan
Work through the plan, one step at a time
Graduates applying to the Lloyds Banking Group Data Science and AI Graduate Scheme. Each step matches a format in Lloyds Banking Group’s published process to a full AceJobTest practice test. Finish a step and the next one opens — your progress is saved to your account, so you can stop on one device and carry on from another. Pro tests unlock with the 90-Day Pass or a Pro subscription.
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0/4 complete
Numerical Reasoning — Full Practice Test 1
PROTimed data interpretation: tables, charts, percentages and ratios
The technical assessment and Job Insight Assessment both include data to analyse — start with timed table and percentage practice.
Start step 1 → Numerical Reasoning — Full Practice Test 1Finish the test and this step is ticked off automatically.
Watson Glaser — Full Practice Test 1
PROInference, assumptions, deduction, interpretation and arguments
Unlocks after step 1
Situational Judgement — Full Bank 1
PROWorkplace scenarios rated on an effectiveness scale
Unlocks after step 2
Workplace Aptitude Profile — 20 Questions
PROWork-preference statements with employer-alignment feedback
Unlocks after step 3
These are AceJobTest practice banks matched to publicly described assessment formats. They are not Lloyds Banking Group tests. Unlock every Pro test →
Sources and independence
AceJobTest is an independent preparation service and is not affiliated with or endorsed by Lloyds Banking Group. Employer-published facts are labelled “verified”; our recommended practice areas are labelled “practice focus.” Processes can vary by programme, country and invitation.
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