Data Lakes
Scotland > Edinburgh
The table below provides summary statistics for contract job vacancies advertised in Edinburgh requiring Data Lake skills. It includes a benchmarking guide to the contractor rates offered in vacancies that cited Data Lake over the 6 months leading up to 1 May 2025, comparing them to the same period in the previous two years.
| 6 months to 1 May 2025 |
Same period 2024 | Same period 2023 | |
|---|---|---|---|
| Rank | 62 | 67 | 107 |
| Rank change year-on-year | +5 | +40 | +9 |
| Contract jobs citing Data Lake | 5 | 5 | 5 |
| As % of all contract jobs advertised in Edinburgh | 0.80% | 0.61% | 0.38% |
| As % of the Database & Business Intelligence category | 3.47% | 3.42% | 1.62% |
| Number of daily rates quoted | 2 | 3 | 4 |
| 10th Percentile | £458 | £443 | £415 |
| 25th Percentile | £498 | £469 | £438 |
| Median daily rate (50th Percentile) | £566 | £525 | £564 |
| Median % change year-on-year | +7.71% | -6.83% | +9.95% |
| 75th Percentile | £633 | £619 | £664 |
| 90th Percentile | £673 | £668 | £731 |
| Scotland median daily rate | £577 | £488 | £538 |
| % change year-on-year | +18.36% | -9.30% | +13.16% |
All Database and Business Intelligence Skills
Edinburgh
Data Lake falls under the Databases and Business Intelligence category. For comparison with the information above, the following table provides summary statistics for all contract job vacancies requiring database or business intelligence skills in Edinburgh.
| Contract vacancies with a requirement for database or business intelligence skills | 144 | 146 | 309 |
| As % of all contract IT jobs advertised in Edinburgh | 23.04% | 17.91% | 23.71% |
| Number of daily rates quoted | 83 | 106 | 256 |
| 10th Percentile | £413 | £381 | £402 |
| 25th Percentile | £450 | £431 | £439 |
| Median daily rate (50th Percentile) | £500 | £497 | £489 |
| Median % change year-on-year | +0.60% | +1.64% | -2.20% |
| 75th Percentile | £538 | £575 | £544 |
| 90th Percentile | £612 | £669 | £625 |
| Scotland median daily rate | £471 | £475 | £495 |
| % change year-on-year | -0.95% | -4.04% | +4.21% |
| Number of hourly rates quoted | 1 | 0 | 0 |
| 10th Percentile | - | - | - |
| 25th Percentile | £26.32 | - | - |
| Median hourly rate | £27.35 | - | - |
| 75th Percentile | £28.38 | - | - |
| 90th Percentile | - | - | - |
| Scotland median hourly rate | £26.50 | £37.07 | £35.00 |
| % change year-on-year | -28.51% | +5.91% | +34.62% |
Data Lake
Job Vacancy Trend in Edinburgh
Job postings citing Data Lake as a proportion of all IT jobs advertised in Edinburgh.
Data Lake
Contractor Daily Rate Trend in Edinburgh
3-month moving average daily rate quoted in jobs citing Data Lake in Edinburgh.
Data Lake
Daily Rate Histogram in Edinburgh
Daily rate distribution for jobs citing Data Lake in Edinburgh over the 6 months to 1 May 2025.
Data Lake
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: