Data & AI↑ Rising demand

How to Write a Data Scientist CV for UK Jobs

The ATS keywords, common mistakes, and example bullets that get Data Scientist CVs to interview stage in the UK.

Average salary UK

£55,000–£95,000

Average salary India

₹12–35 LPA

ATS keywords for Data Scientist CVs

Include these terms in your CV — match the exact wording used in the job description where possible.

Pythonmachine learningSQLscikit-learnPyTorchTensorFlowA/B testingstatisticsdata analysisJupyter

✗Listing academic projects without business impact — employers want to see ML in production

✗No mention of A/B testing methodology or experiment design

✗Kaggle competition scores are weak signals — deploy a model that moved a real metric

Great CV bullets follow the formula: action verb + what you did + measurable result.

✓Built churn prediction model (XGBoost) deployed to production, reducing monthly churn by 1.8% — saving £400k/year

✓Designed A/B testing framework used by 5 product teams, cutting experiment time from 6 weeks to 2

DeepMindMetaOcado TechnologyBabylon HealthOnfido

Machine Learning Engineer

Data Analyst

Upload your CV, paste a Data Scientist job description, and get an instant ATS score with a rewritten version targeting 90+.

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