Pandas
Scotland > Edinburgh
The following table provides summary statistics for permanent job vacancies advertised in Edinburgh with a requirement for Pandas skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Pandas over the 6 months to 4 May 2024 with a comparison to the same period in the previous 2 years.
| 6 months to 4 May 2024 |
Same period 2023 | Same period 2022 | |
|---|---|---|---|
| Rank | 104 | 148 | 157 |
| Rank change year-on-year | +44 | +9 | -36 |
| Permanent jobs citing Pandas | 8 | 4 | 3 |
| As % of all permanent jobs advertised in Edinburgh | 0.53% | 0.19% | 0.13% |
| As % of the Libraries, Frameworks & Software Standards category | 1.87% | 0.53% | 0.32% |
| Number of salaries quoted | 8 | 0 | 3 |
| 10th Percentile | £46,306 | - | £55,550 |
| 25th Percentile | £63,115 | - | £56,750 |
| Median annual salary (50th Percentile) | £70,576 | - | £62,500 |
| Median % change year-on-year | - | - | -5.66% |
| 75th Percentile | £96,539 | - | £73,125 |
| 90th Percentile | - | - | £77,250 |
| Scotland median annual salary | £70,576 | - | £59,500 |
| % change year-on-year | - | - | -10.19% |
All Software Libraries and Frameworks
Edinburgh
Pandas is in the Software Libraries and Frameworks category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Edinburgh with a requirement for technical specification, industry standards, software libraries and framework skills.
| Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills | 427 | 759 | 950 |
| As % of all permanent jobs advertised in Edinburgh | 28.09% | 36.01% | 40.34% |
| Number of salaries quoted | 299 | 445 | 607 |
| 10th Percentile | £45,000 | £42,500 | £38,900 |
| 25th Percentile | £53,125 | £50,000 | £45,000 |
| Median annual salary (50th Percentile) | £65,000 | £67,071 | £57,500 |
| Median % change year-on-year | -3.09% | +16.64% | +15.00% |
| 75th Percentile | £75,000 | £82,500 | £70,000 |
| 90th Percentile | £91,934 | £97,328 | £81,250 |
| Scotland median annual salary | £60,000 | £62,500 | £55,000 |
| % change year-on-year | -4.00% | +13.64% | +10.00% |
Pandas
Job Vacancy Trend in Edinburgh
Job postings citing Pandas as a proportion of all IT jobs advertised in Edinburgh.
Pandas
Salary Trend in Edinburgh
3-month moving average salary quoted in jobs citing Pandas in Edinburgh.
Pandas
Salary Histogram in Edinburgh
Salary distribution for jobs citing Pandas in Edinburgh over the 6 months to 4 May 2024.
Pandas
Co-occurring Skills and Capabilities in Edinburgh 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: