Will AI replace data analysts?

Data Analysis is at high risk for task-level automation as LLMs become proficient at writing SQL and generating visualizations. To survive, analysts must transition into data storytelling and strategic decision-making roles that go beyond the numbers.

Data Analyst scores 55/100 — Parts of this job will change — adaptation matters. Roughly 75% of the tasks in this role could be automated with current and near-future AI.

The US median salary for a data analyst is about $103,500 per year, with projected employment growth of +23% over the next decade (much faster than average).

Writing routine SQL queries to extract data from relational databases. Cleaning and formatting messy datasets for use in business reports. Creating standard data visualizations like bar charts and trend lines. Performing basic statistical significance tests on marketing campaign results.

Data Analyst has a moderate AI risk score (55/100) and a +23% 10-year outlook. Compare it with your current job or use the salary calculator to see how a switch would affect your pay.

AI can speed up routine data analyst tasks like Writing routine SQL queries to extract data from relational databases. and Cleaning and formatting messy datasets for use in business reports.. The most resilient workers learn to direct these tools while focusing on the human judgment, creativity and physical work that AI can't easily replicate.