Comment by Oras
Nice one, but you need to provide a context.
1500+ jobs in which location? Which country? Which job titles did you search for?
By the way, 1500+ is a start but insufficient to determine trends. For instance, 48,344 SW jobs were posted in Jan 2025 alone [0].
It is a nice project to learn and show potential employers. Well done.
Hey, thanks for the feedback!
I’ll definitely add more context and details to improve clarity in the project. I agree that 1500+ job ads are a starting point rather than a definitive trend analysis. That’s why I plan to continue collecting and analyzing job postings over time to get a more representative dataset.
To answer your questions — the job ads were primarily sourced using search queries tailored to each category. For example, the "Frontend" category included searches for "Frontend Developer" / "Frontend Engineer" / "Frontend Web Developer". Similar criteria was used for other categories too.
The dataset covers multiple countries but is predominantly focused on regions: North America and EU.