A Data Analyst interprets data to answer business questions using SQL, Excel and BI tools. A Data Scientist goes further, building machine-learning models and working with bigger, messier data. The analyst role is the more common entry point.
| Factor | Data Analyst | Data Scientist |
|---|---|---|
| Primary skills | SQL, Excel, Power BI | Python, ML, statistics |
| Coding depth | Light to moderate | Heavy |
| Hyderabad fresher salary | ₹3.5–6 LPA | ₹4–7 LPA |
| Entry difficulty | Easier | Harder |
Start as a Data Analyst for a faster entry, then upskill into Data Science with Python and machine learning to increase your earning potential.
Data Analyst roles are usually easier to land first, then you can transition to Data Scientist.