Data Science Jobs: 9 Myths Debunked

Somatirtha

You don’t need a PhD to become a data scientist—skills and practice matter more.

Data science isn’t just for tech graduates; anyone can transition with training.

The job is not only about coding—communication and domain knowledge count.

Most time is spent cleaning messy data, not just building predictive models.

More data doesn’t guarantee better results—quality matters more than quantity.

AI won’t replace data scientists; it will amplify their decision-making role.

Data scientists, analysts, and engineers play very different roles in projects.

Mastering tools isn’t enough—real value lies in solving real-world problems.

Salaries vary by skill, location, and experience—not always sky-high.

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