Skills
Do data analysts need Python?
Short answer
Often, but SQL comes first. Python is named in 56% of analyst listings that name tools on realanalystjobs.com on 11 October 2026, against 74% for SQL. For data analyst titles it is 65%, and for entry-level roles 55%.
Python and SQL in analyst postings
Shares are of listings that name at least one tool.
| Roles | Listings naming tools | Python | SQL |
|---|---|---|---|
| All analyst roles | 3,733 | 56% | 74% |
| Data analyst titles | 640 | 65% | 88% |
| United States | 1,206 | 54% | 74% |
| India | 513 | 52% | 71% |
| United Kingdom | 295 | 57% | 71% |
| Canada | 109 | 51% | 72% |
| Entry level | 546 | 55% | 71% |
Share of analyst listings naming Python and SQL
What that means for you
Python is common enough that knowing the basics (pandas, reading files, simple charts) widens your options. SQL is named more often, so learn it first. 916 listings ask for SQL without Python.
Where the numbers come from
Every number on this page is computed from the live analyst roles on realanalystjobs.com on 11 October 2026, read from the employers' own career pages and re-checked daily, and it updates as roles open and close. H-1B figures come from the USCIS H-1B Employer Data Hub (data as of 2026-06-30). Nothing is estimated or projected.
Frequently asked
Can I get a data analyst job without Python?
Yes. 916 live listings name SQL but not Python on realanalystjobs.com on 11 October 2026.
Should I learn Python or SQL first?
SQL. It is named in 74% of listings that name tools, Python in 56%.
Do entry-level analyst jobs ask for Python?
55% of entry-level listings that name tools do.
See the roles
Browse every live analyst role.
Pulled from company career pages, re-checked daily. Free to browse.
