Description
Construct recommendation systems based on large data sets using programming languages or computer tools to create a subclass of information filtering system that seeks to predict the rating or preference a user gives to an item.
Alternative labels
recommender engine
build recommendation systems
recommender platform
Skill type
skill/competence
Skill reusability level
occupation-specific
Relationships with occupations
Essential skill
Build recommender systems is an essential skill of the following occupations:
Data scientist: Data scientists find and interpret rich data sources, manage large amounts of data, merge data sources, ensure consistency of data-sets, and create visualisations to aid in understanding data. They build mathematical models using data, present and communicate data insights and findings to specialists and scientists in their team and if required, to a non-expert audience, and recommend ways to apply the data.
Optional skill
Build recommender systems is optional for these occupations. This means knowing this skill may be an asset for career advancement if you are in one of these occupations.
References
- Build recommender systems – ESCO