Direct Approach
Tips on how to approach companies directly.
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You can also contact companies directly when you start searching for jobs, and this might change the game because almost everyone applies through job portals, but only a few will call the person who takes care of the hiring process.
My story
When I completed my post-grad in statistics, I emailed hundreds of employers to hire me for an analytical position, but I found out later that everyone was looking for experienced professionals, so I started freelancing and continued my job search.
One person called me and told me that they deal with challenging problems in data science, and because I was a beginner, they couldn’t hire me. He also gave me an overview of a project he was working on and told me it was very tough.
Later, he told me not to be demotivated and to keep trying. "I see your energy, and I believe you will make it. Call me if you gain some experience, and we will discuss it then." This person used to handle the data science projects and was a decision-maker in the startup he was working for.
Now, the lesson is that you have to find people who are decision-makers and connect with them. If they see your potential, they might give you a chance, and you will be ...