Data description

In this challenge, you are given a dataset that links skills to occupations (jobs). Your task is to learn these relationships and predict the most relevant jobs for a new set of skills.

Train Data

The training dataset contains examples of skill sets and their corresponding occupations.

• ID: A unique identifier for each sample.
• skill_1 to skill_5: Five skills associated with an individual or job profile. Each skill is represented by a unique code.
• occ_1 to occ_5: Five occupations linked to the given skills. These are the target variables you are trying to predict, also represented by standardized occupation codes.

Each row shows a relationship between a set of skills and multiple relevant occupations.

Test Data

The test dataset has the same structure as the training data, but without the occupation columns.

• ID: A unique identifier for each sample.
• skill_1 to skill_5: Five skills for which you need to predict relevant occupations.

Your task is to predict the top 5 most relevant occupations for each row.