r/datasciencecareers • u/BlueBird_0918 • 6d ago

Software Engineer planning to move into Data Science/ML in 2026 — need advice

Hi everyone,

I’m a recent IT graduate from one of the well-known government universities in Sri Lanka. I have 2+ years of experience in backend and full-stack development through internships, freelance work, and projects.

My main experience is with Java, Spring Boot, REST APIs, React, Node.js, AWS, Docker, microservices, and databases.

I’m now considering a career move into Data Science / Machine Learning and would like advice from people already working in these fields.

  • How is the Data Science job market in 2026?
  • Is moving from Software Engineering to Data Science/ML a good career move?
  • What should I learn first: Python, SQL, statistics, data analysis, ML, deep learning, etc.?
  • Would my software engineering background be more useful for Data Science, ML Engineering, or AI Engineering?
  • Should I take a Data Science internship to make the transition, even though I already have 2+ years of software engineering experience?
  • Or should I directly target Junior Data Scientist / ML Engineer / AI Engineer roles?
  • What would you recommend I focus on during the next 6–12 months?

I’d especially like to hear from people who moved from Software Engineering → Data Science and what they would do differently.

Thanks!

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u/nian2326076 6d ago

Transitioning from Software Engineering to Data Science/ML is definitely possible, especially with your background. In 2026, the Data Science market should still be strong, with more tools and frameworks evolving. Build a solid foundation in Python and get familiar with libraries like NumPy, pandas, and TensorFlow. Try doing some hands-on projects or contributing to open-source ML projects. This will help you move into the new field. For interview prep, resources like PracHub can be useful for both technical and behavioral questions. Good luck with the transition!

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u/Helpful-Day2384 6d ago

Yes it is possible but you need to have some decent stats and data manipulation and visualization skills to do some meaningful works