Google Cloud Dataform
Scotland > Edinburgh
The table below provides summary statistics and salary benchmarking for jobs advertised in Edinburgh requiring Dataform skills. It covers permanent job vacancies from the 6 months leading up to 17 June 2026, with comparisons to the same periods in the previous two years.
|
|
6 months to 17 Jun 2026 |
Same period 2025 | Same period 2024 |
|---|---|---|---|
| Rank | 66 | - | - |
| Rank change year-on-year | - | - | - |
| Permanent jobs citing Dataform | 3 | 0 | 0 |
| As % of all permanent jobs in Edinburgh | 0.28% | - | - |
| As % of the Cloud Services category | 1.00% | - | - |
| Number of salaries quoted | 3 | 0 | 0 |
| 10th Percentile | - | - | - |
| 25th Percentile | £45,000 | - | - |
| Median annual salary (50th Percentile) | £50,000 | - | - |
| 75th Percentile | £61,250 | - | - |
| 90th Percentile | £65,000 | - | - |
| Scotland median annual salary | £50,000 | - | - |
All Cloud Computing Skills
Edinburgh
Dataform falls under the Cloud Services category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies requiring cloud computing skills in Edinburgh.
| Permanent vacancies with a requirement for cloud computing skills | 300 | 263 | 566 |
| As % of all permanent jobs advertised in Edinburgh | 28.41% | 31.01% | 39.55% |
| Number of salaries quoted | 192 | 149 | 449 |
| 10th Percentile | £28,325 | £45,750 | £30,000 |
| 25th Percentile | £35,000 | £52,500 | £42,500 |
| Median annual salary (50th Percentile) | £60,000 | £70,000 | £60,000 |
| Median % change year-on-year | -14.29% | +16.67% | - |
| 75th Percentile | £80,000 | £92,500 | £73,886 |
| 90th Percentile | £92,250 | £98,474 | £90,000 |
| Scotland median annual salary | £55,000 | £57,500 | £53,000 |
| % change year-on-year | -4.35% | +8.49% | -3.64% |
Dataform
Job Vacancy Trend in Edinburgh
Historical trend showing the proportion of permanent IT job postings citing Dataform relative to all permanent IT jobs advertised in Edinburgh.
Dataform
Salary Histogram in Edinburgh
Salary distribution for jobs citing Dataform in Edinburgh over the 6 months to 17 June 2026.
Dataform
Co-Occurring Skills & Capabilities in Edinburgh by Category
The following tables expand on the one above by listing co-occurrences grouped by category. They cover the same employment type, locality and period, with up to 20 co-occurrences shown in each category: