Data Scientist resume: the keywords, bullets and skills to prove.
Built from what the job actually involves: the core duties, the skills and tools rated most important, and bullet formulas you fill with your own numbers. No made-up example person.
[Your name]
Experience
[Employer] · Data Scientist · [dates]- Analyzed, manipulated, or processed large sets of data using statistical software for [scale: how many, how often]; [result you can prove].
- Created graphs, charts, or other visualizations to convey the results of data analysis using specialized software for [scale: how many, how often]; [result you can prove].
- Tested, validated, and reformulated models to ensure accurate prediction of outcomes of interest for [scale: how many, how often]; [result you can prove].
Skills
Apache Hadoop, Git, SAS, Snowflake, TensorFlow, The MathWorks MATLABA strong Data Scientist resume proves the core duties of the job with results: analyze, manipulate, or process large sets of data using statistical software; recommend data-driven solutions to key stakeholders; and clean and manipulate raw data using statistical software. Name the tools employers look for, such as Apache Hadoop, Git, SAS, inside the bullets where you used them. The skills rated most important for the role are mathematics, critical thinking and reading comprehension (O*NET).
Why these lines work
Data Each line maps to a core task rated important by workers in the role. Hover or tap a note.
- 1Core duty, provenAnalyze, manipulate, or process large sets of data using statistical…Rated one of the most important tasks for the role (O*NET). The bracketed parts are where your own numbers go.
- 2Core duty, provenCreate graphs, charts, or other visualizations to convey the results…Rated one of the most important tasks for the role (O*NET). The bracketed parts are where your own numbers go.
- 3Core duty, provenTest, validate, and reformulate models to ensure accurate prediction…Rated one of the most important tasks for the role (O*NET). The bracketed parts are where your own numbers go.
- Summary
- Experience
- Skills
- Education
- Licenses and certifications
Experience leads because the role is Job Zone 4: employers expect proof of prior work.
Data Scientist bullets, rewritten
- Analyze,Responsible for analyze, manipulate, or process large sets of data using statistical softwareAnalyzed, manipulated, or processed large sets of data using statistical software, [how many / how often], which [result: time saved, errors cut, revenue, people served].
- CreateResponsible for create graphs, charts, or other visualizations to convey the results of data…Created graphs, charts, or other visualizations to convey the results of data analysis using specialized software, [how many / how often], which [result: time saved, errors cut, revenue, people served].
- Test,Responsible for test, validate, and reformulate models to ensure accurate prediction of…Tested, validated, and reformulated models to ensure accurate prediction of outcomes of interest, [how many / how often], which [result: time saved, errors cut, revenue, people served].
- DeliverResponsible for deliver oral or written presentations of the results of mathematical modeling…Delivered oral or written presentations of the results of mathematical modeling and data analysis to management or other end users, [how many / how often], which [result: time saved, errors cut, revenue, people served].
Advice Fill every highlighted bracket with something true and checkable. If you can't, choose a different duty.
Words that belong on a Data Scientist resume
Data Tools reported for the role (with O*NET demand flags), the most important skills and knowledge areas. Use the ones that are true for you.
- Apache HadoopTool · In demand
- GitTool · In demand
- SASTool · In demand
- SnowflakeTool · In demand
- TensorFlowTool · In demand
- The MathWorks MATLABTool · In demand
- Apache AirflowTool · Hot technology
- Apache CassandraTool · Hot technology
- Apache HiveTool · Hot technology
- Atlassian JIRATool · Hot technology
- MathematicsSkill · importance 4.4/5
- Critical ThinkingSkill · importance 4.2/5
- Reading ComprehensionSkill · importance 3.9/5
- Complex Problem SolvingSkill · importance 3.8/5
- ProgrammingSkill · importance 3.8/5
- SpeakingSkill · importance 3.6/5
- MathematicsKnowledge
- Computers and ElectronicsKnowledge
- English LanguageKnowledge
How central each skill is to the job
Data O*NET importance, 1 to 5.
Data Scientist resume checklist
Common questions
What skills should I put on a Data Scientist resume?
What keywords should a Data Scientist resume include?
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How this page is built
Duties, skills, knowledge and tools come from O*NET 31.0 for the occupation. Bullet scaffolds rewrite O*NET task statements in the past tense and leave every number for you to fill in. Section order follows the role's O*NET Job Zone.
- What a specific employer screens for: always mirror the job description.
- Your results: we never invent numbers.
- O*NET 31.0 Database, U.S. Department of Labor, Employment and Training Administration (USDOL/ETA), used under the CC BY 4.0 license. TryHired selected, ranked and combined the data; O*NET is not responsible for these pages.
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