Dataset: Data Science Job Postings & Skills (2024)

About this Dataset

Data Science Job Postings & Skills (2024)

LinkedIn is a popular professional networking platform with millions of job postings across various industries.

This dataset provides a raw dump of data science-related job postings collected from LinkedIn. It includes information about job titles, companies, locations, search parameters, and other relevant details.

The main objective of this dataset is not only to provide insights into the data science job market and the skills required by professionals in this field but also to offer users an opportunity to practice their data cleaning skills.

By working with this dataset, users can gain hands-on experience in cleaning and preprocessing raw data, a critical skill for aspiring data scientists.

If you find this dataset useful or interesting, please upvote it! 😊💝

Interesting Task Ideas:

Practice data cleaning techniques
Analyze the most in-demand job titles for data science professionals.
Identify the top companies hiring for data science positions.
Determine the most common job locations for data science roles.
Explore the relationship between job level and required skills.
Explore the prevalence of certain skills or technologies within different industries.
Use natural language processing techniques to extract key information from job titles or summaries.

Photo by Luke Chesser on Unsplash

Tables

Job Postings

@kaggle.asaniczka_data_science_job_postings_and_skills.job_postings

875.33 KB
12217 rows
15 columns


CREATE TABLE job_postings (
  "job_link" VARCHAR,
  "last_processed_time" TIMESTAMP,
  "last_status" VARCHAR,
  "got_summary" VARCHAR,
  "got_ner" VARCHAR,
  "is_being_worked" VARCHAR,
  "job_title" VARCHAR,
  "company" VARCHAR,
  "job_location" VARCHAR,
  "first_seen" TIMESTAMP,
  "search_city" VARCHAR,
  "search_country" VARCHAR,
  "search_position" VARCHAR,
  "job_level" VARCHAR,
  "job_type" VARCHAR
);

Job Skills

@kaggle.asaniczka_data_science_job_postings_and_skills.job_skills

2.97 MB
12217 rows
2 columns


CREATE TABLE job_skills (
  "job_link" VARCHAR,
  "job_skills" VARCHAR
);

Job Summary

@kaggle.asaniczka_data_science_job_postings_and_skills.job_summary

26.74 MB
12217 rows
2 columns


CREATE TABLE job_summary (
  "job_link" VARCHAR,
  "job_summary" VARCHAR
);