Machine learning fundamentals
A skill of the kind “technical knowledge”, listed by 6 roles, 4 of them as critical.
Also described as
- machine learning
- ML
- predictive model
- classification
- regression
Tools
- classification
- machine learning
- ML
- predictive modelling
- random forest
- regression models
- XGBoost
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
- Data Scientist (Banking)Your role
- Quantitative Analyst (Desk Quant)Your role
- Quantitative DeveloperYour role
Supporting in
- AI Business AnalystYour role
- AI Transformation Analyst (Banking)Your role
Processes where it is used
- AI and automation