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Scraping LinkedIn Data-Related job postings and Analysing job market trends in Indonesia.

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💼 Analyzing Data-Related Job Market Trends in Indonesia 📈

Analyis ✨Using Python Selenium, MySQL, and Tableau Visualization✨

.: 📄 Dataset taken from Linkedin Job Search :.


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💻About

This analysis of the Indonesia Data related jobb market provides some insights on the hiring trends from more than a 900 data related job postings on LinkedIn Hopefully, these insights will help me and everyone who visits my repository in the job search process.

✍️ Insights

This Analysis provides answers to different questions such as:

  • What are the top Province where Data jobs are in demand?
  • What are the companies that hire the most in this field?
  • What are the most popular job titles category related to the field?
  • Which industries hire the most for Data related jobs?
  • What is the most needed Experience Level related to job data?

🔎Tableau Visualization

For the Full Visualization, you can check My Tableau Public

🤔Problems in Real Lifes

  • Based on the author's curiosity about how many job vacancies are related to the data posted on the LinkedIn site, especially using the job keyword "Data Science."
  • Because LinkedIn has been widely used by professional workers to find work, whether it's from employers who are looking for employees or otherwise.

📝Goal & Objective

To find out how many jobs are in the data field and provide insight to readers regarding what jobs are currently needed in Indonesia.

⭐ Conclusion

  • Jobs related to data are only centered on the island of Java and the Province of Jakarta, which account for 758 job postings out of a total of 961 job postings.
  • The top industry on LinkedIn jobs is the Internet Publishing industry with 232 job postings
  • The job category that appears the most and is needed on LinkedIn is Software Engineer with 133 jobpostings, with the exception of the "Others" category.
  • The top hiring company that has the most linkedin jobs is Agoda (online hotel or resort propertyreservation service) with 95 job postings
  • The highest experience level for data-related jobs is "Associate", with 35.16% of the total 947 job postings.

🙌 Support me!

👉 If you find this project useful, please ⭐ this repository 😆!


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