Data Scientist CV Example
Employers hiring a Data Scientist usually screen for these skills first: Python, Machine learning and Statistics. This example shows how to present them clearly, with achievements you can adapt and a layout that applicant tracking systems read correctly.
Professional summary example
Data scientist with [X] years building and deploying machine learning models that move business metrics.
Skills employers search for
- Python
- Machine learning
- Statistics
- SQL
- Experiment design (A/B testing)
- Feature engineering
- Model deployment
- Data visualisation
Tools and systems
- scikit-learn
- PyTorch
- Jupyter
- Databricks
- MLflow
- AWS SageMaker
Personal strengths
- Problem solving
- Clear written communication
- Collaboration
- Ownership
Example achievements
Replace each [X] with your own numbers.
- Built a churn model that identified [X]% of at-risk customers
- Deployed a forecasting model that cut stock-outs by [X]%
- Designed A/B tests that lifted conversion by [X]%
- Presented model results to non-technical stakeholders
Turn duties into results
Weak
Made machine learning models
Strong
Deployed a demand forecast that reduced stock-outs by [X]% across [X] stores
Action verbs to start your bullet points
- Built
- Deployed
- Improved
- Designed
- Forecasted
- Reduced
- Analysed
- Communicated
Typical education: Degree or MSc in a quantitative field
Common mistakes on a Data Scientist CV
- Academic projects only
- No business outcomes
- Listing every algorithm
- No deployment experience
Build your Data Scientist CV
The builder opens with these skills and example achievements ready to edit. One column, ATS-friendly, PDF or Word.
Open the builderCover letter opening line
I am applying for the Data Scientist role because it matches the work I do best, and I can show results in the areas this job asks for most.
Questions
What skills should a Data Scientist put on a CV?
Lead with the skills named in the job ad. For most Data Scientist roles these include: Python, Machine learning, Statistics and SQL, each backed by an example in your work history.
How long should my CV be?
Two pages is standard in Ireland and the UK. Keep the most recent and relevant roles in the most detail.
How do I show results as a Data Scientist?
Use the measures employers in this field recognise, such as predictive modelling, forecasting, NLP, and say what changed because of your work. Replace every [X] in the examples with your real figures.