Python for data analysis
A skill of the kind “tools and systems”, listed by 50 roles, 4 of them as critical.
Also described as
- Python
- pandas
- numpy
- scripting
- data analysis in python
Tools
- Jupyter
- matplotlib
- NumPy
- pandas
- Python
- scikit-learn
Roles that need it
Where the weights come from
The weight is this skill's share of each role; the weights of one role add up to 100 percent.
Source: the EFO role catalogue, built from the ESCO classification and reviewed by the editors.
Critical for
- Data ScientistYour role
- Quantitative Analyst (Desk Quant)Your role
- Quantitative DeveloperYour role
- Data Scientist (Banking)Your role
Important for
- P&C Actuarial Analyst (Pricing & Reserving)Your role
- Market Risk AnalystYour role
- Securitisation AnalystYour role
- Structuring AnalystYour role
- Trading AnalystYour role
- Data AnalystYour role
- Life & Pensions Actuarial AnalystYour role
- Actuarial AnalystYour role
- Model Validation AnalystYour role
- Traded Risk AnalystYour role
- Data Analyst (Banking)Your role
- Data Governance AnalystYour role
- Operational Risk AnalystYour role
Supporting in
- Macro Research AnalystYour role
- Portfolio AnalystYour role
- AI Business AnalystYour role
- AI Transformation Analyst (Banking)Your role
- Client Reporting AnalystYour role
Useful in
- ALM AnalystYour role
- Business Intelligence AnalystYour role
- Liquidity Risk AnalystYour role
- Portfolio Manager AssistantYour role
- Credit Risk AnalystYour role
- Fund Selection AnalystYour role
- Index & ETF AnalystYour role
- Credit Risk Model DeveloperYour role
- Investment Risk AnalystYour role
- BI Analyst (Banking)Your role
- Investment Operations AnalystYour role
- Investment Product SpecialistYour role
- Performance & Attribution AnalystYour role
- Process Improvement SpecialistYour role
- Product Control AnalystYour role
- Reference & Security Master Data AnalystYour role
- Trade & Transaction Reporting AnalystYour role
- Corporate Credit AnalystYour role
- Merchant Underwriting & Risk AnalystYour role
- Securities Lending & Repo AnalystYour role
- Capital Reporting AnalystYour role
- IBOR & Investment Data AnalystYour role
- Regulatory Reporting AnalystYour role
- P&L AnalystYour role
- Liquidity Reporting AnalystYour role
- Process Analyst (Banking)Your role
- Valuation Control AnalystYour role
- Balance Sheet Control AnalystYour role