Name: Occupational Skills And Tasks
Creator: Kaggle
License: https://creativecommons.org/publicdomain/zero/1.0/

About this Dataset

Occupational Skills And Tasks

Occupational Skills and Tasks

Understanding the Role of Skills in Online Job Ads

By [source]

About this dataset

This dataset provides an invaluable resource to better understand the connection between occupational skills and related tasks associated with them. Drawing from online job advertisements, it reflects how the range of skills and tasks an individual needs to have within a job role changes over time. The data has been reconciled with the JRC-Eurofound Task Taxonomy, making this dataset a powerful tool for researchers who are looking to understand an occupation's profile and competency requirements. This includes two columns SKILL and TASK which provide descriptors that have been reconciled with the Task Taxonomy respective to their positions respectively. With such insights found in this data, one can not only recognize skilled-based jobs along bettering their hiring practices but also facilitate a more holistic understanding of talent identification during modern recruitment processes

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How to use the dataset

Get familiar with the two columns - SKILL and TASK. The SKILL column describes skill descriptors found in online job advertisements that have been reconciled with the JRC-Eurofound Task Taxonomy, whilst TASK provides the task for each skill description entry.

Explore how different occupations rely on different sets of skills/tasks or look into trends over time by examining datasets from different years or by filtering them by type/labour market.

Consider utilizing data visualization techniques like heat maps in order to more easily recognize patterns in large data sets such as those found in this dataset

Make sure you check out other similar datasets available on kaggle's platform (e.g., Education, Professional Background), as they may have useful connections or overlap with this one based on common data points like geography/location, occupation type etc..

By following these tips you’ll be able to benefit more fully from this great resource!

Research Ideas

Analyzing the correlation between specific jobs and growth rate of certain skills over time.

Examining how certain skills may be trending in a particular job market or industry sector.

Comparing and contrasting occupational skill profiles between different professions or geographical locations to better allocate resources appropriately for hiring and training purposes

Acknowledgements

If you use this dataset in your research, please credit the original authors.
Data Source

License

License: CC0 1.0 Universal (CC0 1.0) - Public Domain Dedication
No Copyright - You can copy, modify, distribute and perform the work, even for commercial purposes, all without asking permission. See Other Information.

Columns

File: skill_task_dictionary.csv

Column name	Description
SKILL	A description of the skill required for the job. (Text)
TASK	A description of the task associated with the skill. (Text)

Acknowledgements

If you use this dataset in your research, please credit the original authors.
If you use this dataset in your research, please credit .

Tables

Skill Task Dictionary

@kaggle.thedevastator_occupational_skills_and_tasks.skill_task_dictionary

26.3 kB
1,738 rows
2 columns

CREATE TABLE skill_task_dictionary (
  "skill" VARCHAR,
  "task" VARCHAR
);