Pandas
South Wales > Cardiff
The table below provides summary statistics for permanent job vacancies advertised in Cardiff requiring Pandas skills. It includes a benchmarking guide to the annual salaries offered in vacancies that cited Pandas over the 6 months leading up to 2 August 2025, comparing them to the same period in the previous two years.
| 6 months to 2 Aug 2025 |
Same period 2024 | Same period 2023 | |
|---|---|---|---|
| Rank | 35 | - | - |
| Rank change year-on-year | - | - | - |
| Permanent jobs citing Pandas | 1 | 0 | 0 |
| As % of all permanent jobs advertised in Cardiff | 0.37% | - | - |
| As % of the Libraries, Frameworks & Software Standards category | 2.70% | - | - |
| Number of salaries quoted | 0 | 0 | 0 |
| Median annual salary (50th Percentile) | - | - | - |
| South Wales median annual salary | - | - | - |
All Software Libraries and Frameworks
Cardiff
Pandas falls under the Software Libraries and Frameworks category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies requiring technical specification, industry standards, software libraries and framework skills in Cardiff.
| Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills | 37 | 168 | 147 |
| As % of all permanent jobs advertised in Cardiff | 13.60% | 26.09% | 30.00% |
| Number of salaries quoted | 34 | 142 | 109 |
| 10th Percentile | £50,000 | £31,375 | £36,250 |
| 25th Percentile | £53,750 | £42,500 | £43,162 |
| Median annual salary (50th Percentile) | £60,000 | £55,000 | £57,500 |
| Median % change year-on-year | +9.09% | -4.35% | +9.52% |
| 75th Percentile | £70,000 | £68,750 | £69,000 |
| 90th Percentile | £75,000 | £79,053 | £78,450 |
| South Wales median annual salary | £60,000 | £52,500 | £52,500 |
| % change year-on-year | +14.29% | - | - |
Pandas
Job Vacancy Trend in Cardiff
Job postings citing Pandas as a proportion of all IT jobs advertised in Cardiff.
Pandas
Salary Trend in Cardiff
3-month moving average salary quoted in jobs citing Pandas in Cardiff.
Pandas
Co-occurring Skills and Capabilities in Cardiff by Category
The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories: