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How To Starting Your Freelance Data Science Business

How To Starting Your Freelance Data Science Business

Some insight from my experience building my own business

Cornellius Yudha Wijaya's avatar
Cornellius Yudha Wijaya
Mar 14, 2025
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Non-Brand Data
Non-Brand Data
How To Starting Your Freelance Data Science Business
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As data scientists, we have become used to analyzing data and developing machine learning models for businesses. However, many of us prefer to work as freelancers, either full-time or part-time. That’s why we are building a freelance business to support that dream.

With the improvement of the digital era, building a business as a data scientist is even easier, especially as a freelancer; many tools could help develop the business. We can use these tools to streamline our business and focus on the revenue.

Nevertheless, there is an abundance of tools available for our work. For this reason, in this article, we will explore the essential tools and mindset you need to build your bootstrap freelance data science business.

Curious about it? Let’s get into it.

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Bootstrap Mindset

Before we explore tools that can be used to develop your freelance data business, I want to explain a little about the mindset you should have to succeed in the industry.

I have worked in the freelance sector via bootstrapping, and here are some mindsets that keep me going:

  1. Minimize unnecessary costs to keep expenses low without relying on external investments or loans. This helps us be disciplined with our spending and efficient with our resources.

  2. We should reinvest our profit into the business by upgrading our tools, enhancing our skills, and expanding our portfolio.

  3. When bootstrapping, focus on steady revenue and sustaining growth. Also, consider how you could raise the money.

  4. Manage your work-life balance as freelance work can extend to more than 9-5 hours. Keep yourself healthy; the full-time freelance business might not run without you working.

That is the mindset you should have when bootstrapping your data science business; remember, it’s a journey that could take a long time to achieve that sweet spot. No matter the tools you use, the mindset makes you keep going.

Let’s explore a few tools you should know for bootstrapping your freelance data science business.

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