Skills
What skills do product analyst jobs ask for?
On this page
Short answer
SQL comes first. Of 236 live product analyst roles on realanalystjobs.com on 11 October 2026, 169 name the tools they want, and the most common are SQL (96%), Python (70%) and Tableau (34%). Power BI and Tableau: Tableau leads (34% against 21% for Power BI).
What product analyst postings ask for
Every role on the board whose title contains product analyst was counted, worldwide. A tool counts when the listing names it; the table also shows the share for all 5,737 analyst roles, so you can see what is specific to this job.
| Tool | Roles | Share | All analyst roles |
|---|---|---|---|
| SQL | 162 | 96% | 74% |
| Python | 119 | 70% | 56% |
| Tableau | 58 | 34% | 31% |
| Looker | 55 | 33% | 16% |
| R | 39 | 23% | 14% |
| Power BI | 36 | 21% | 27% |
| dbt | 34 | 20% | 10% |
Tools named in product analyst roles (169 roles that list tools). Shares are of roles whose listing names at least one tool. Excel is left out because the board's Excel tag overcounted until October 2026.
How product analyst jobs differ from other analyst jobs
SQL shows up more often: 96% of product analyst roles against 74% of analyst roles overall.
Looker shows up more often: 33% of product analyst roles against 16% of analyst roles overall.
Python shows up more often: 70% of product analyst roles against 56% of analyst roles overall.
What to learn first
Product analyst roles want SQL plus experimentation: A/B test design, product metrics and funnels.
Product analytics tools such as Amplitude or Mixpanel are worth knowing; they are not in our tool counts.
Python helps for analysis beyond dashboards; dbt and Looker are worth adding if you target tech companies.
Where these jobs are
The countries with the most product analyst roles are United States (49), United Kingdom (37), India (31) and France (16). Employers with the most open: Wise (17), AirApps (11), Scopely (6), Ethos Life (5) and Lambda (4).
10% are entry level and 10% are remote.
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
Do product analysts need Python?
Python is named in 70% of product analyst listings that name tools, against 56% across all analyst roles. SQL is named in 96%.
Is Power BI or Tableau more common in product analyst jobs?
Tableau leads (34% against 21% for Power BI), counted across 169 product analyst roles that name tools.
How many product analyst jobs are open?
236 live roles at 129 companies on realanalystjobs.com on 11 October 2026, 55 of them first seen in the last 7 days.
See the roles
Browse every live analyst role.
Pulled from company career pages, re-checked daily. Free to browse.
