Data Scientist CV: the capabilities job ads ask for
For Data Scientist, the most frequently named capabilities are Python, Data Science, and Machine Learning. Python appears in 90% of advertisements for this role.
Also advertised as: Datenwissenschaftler.
What Data Scientist advertisements ask for
Capabilities by their share of advertisements for this role. Add the ones you have to your profile.
| Capability | Share |
|---|---|
| Python | 90% |
| Data Science | 80% |
| Machine Learning | 80% |
| Generative AI | 70% |
| Large Language Models | 70% |
| SQL | 70% |
| Azure | 60% |
| Azure Machine Learning | 60% |
| Azure Databricks | 50% |
| Git | 50% |
| Machine Learning operations | 50% |
| Retrieval-Augmented Generation | 50% |
| Apache Spark | 40% |
| AutoGen | 40% |
| LangChain | 40% |
| LangGraph | 40% |
| PySpark | 40% |
| Semantic Kernel | 40% |
| AIML | 30% |
| AWS | 30% |
Neighbouring roles
Explore other roles related to Data Scientist.
Questions about the Data Scientist role
Which capabilities belong in a Data Scientist CV?
Advertisements for Data Scientist frequently name Python, Data Science, and Machine Learning. Python appears in 90% of them. Your profile should contain the capabilities you have.
Which roles are close to Data Scientist?
These roles are related to Data Scientist: Data Engineer and Data Architect.
Build a Data Scientist profile
Import your CV or write it in chat, and Aptora detects the capabilities in the prose — including the ones this page says Data Scientist advertisements ask for.