Job Trends In Australia by Kaggle | Finance and Economics

About this Dataset

Job Trends In Australia

Job Trends in Australia

Insight into Job Types, Salaries and Growth Across States

About this dataset

This dataset provides an insightful look into the Australian job market and the country's current trend of economic development. It consists of 30000 unique job postings from SEEK Australia, a renowned job board in Australia, offering valuable insights regarding salaries, job types, and openings across cities and states.

The data allows researchers to compare which type of jobs are offered across different locations, providing critical information on which cities or states offer particular kinds of jobs. Moreover, it offers a framework that can be used to understand how different companies compare when it comes to salaries and hiring practices. In addition, this dataset provides an in-depth view into what type of job openings there are in each city or state and their respective salaries. All this is available through reliable columns such as city, state, company name, salary offered & url enabling effective analysis and providing consumers with much needed knowledge about their potential employment opportunities in the market

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How to use the dataset

This dataset can be used to gain insights into the Australian job market – from job types, salaries, and locations to trends in growth across states. To get started working with this data, you will need to download the dataset from Kaggle.

Once you have the dataset downloaded, it is important to become familiar with the different fields available as these will influence what kind of analysis you can do. The columns include category, city, company name, geo coordinates (for location-based analysis), job board (to determine where these jobs were posted), job description (to find relevant keywords and topics related with each position), job title (to search for specific jobs or trends in titles over time), job type (i.e full time/part-time etc.), posting date and salary offered.

You can further filter your results based on any combination of these different column values to get more targeted information about a certain area or topic that you are researching on. Additionally, visualizing certain elements such as salary ranges by region/job type may be helpful for gaining a wide understanding of Australia’s labor landscape in various sectors and cities.

Finally, it may also be useful to look at how salaries might have changed over time by comparing postings from 2 different years for example which could help identify employment growth areas or opportunities for businesses looking to set up shop in certain regions etc

Research Ideas

Analyzing Salary Trends: By investigating the salaries of various job postings, researchers can gain insights on wage growth and wage disparities across different cities and states in Australia.

Comparing Job Types & Salaries: Researchers can observe which cities offer higher salaries for particular job types and also get an understanding of what is expected from potential applicants.

Tracking Job Market Growth: By using data from the years before, it is possible to identify which areas have seen the most growth in terms of job opportunities and how that compares with other areas in Australia

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: seek_australia.csv

Column name	Description
category	The category of the job posting. (String)
city	The city in which the job is located. (String)
company_name	The name of the company offering the job. (String)
geo	The geographic coordinates of the job location. (String)
job_board	The job board on which the job was posted. (String)
job_description	The description of the job. (String)
job_title	The title of the job. (String)
job_type	The type of job (e.g. full-time, part-time, etc.). (String)
post_date	The date on which the job was posted. (Date)
salary_offered	The salary offered for the job. (String)
state	The state in which the job is located. (String)
url	The URL of the job posting. (String)

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

Seek Australia

@kaggle.thedevastator_job_trends_in_australia.seek_australia

32.96 MB
30000 rows
12 columns


CREATE TABLE seek_australia (
  "category" VARCHAR,
  "city" VARCHAR,
  "company_name" VARCHAR,
  "geo" VARCHAR,
  "job_board" VARCHAR,
  "job_description" VARCHAR,
  "job_title" VARCHAR,
  "job_type" VARCHAR,
  "post_date" VARCHAR,
  "salary_offered" VARCHAR,
  "state" VARCHAR,
  "url" VARCHAR
);