I was curious—what if I could understand the job market better just by analyzing LinkedIn job posts myself?
So, I downloaded 1000 job listings and decided to run them through Deep Seek API… locally. No fancy cloud setup, just me, my machine, and a lot of raw data.
In this video, I walk you through how I approached the analysis, what tools I used and the associated costs.
Video - <a href="https://youtu.be/gJIZ9A_3wiQ" target="_blank" rel="noopener nofollow">https://youtu.be/gJIZ9A_3wiQ</a>

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The author shares their experience analyzing 1000 LinkedIn job posts using the Deep Seek API locally without a cloud setup. The video walks through the analysis process, the tools used, and the costs involved.

Analysing 1000 LinkedIn Jobs Locally Using Deep Seek API