Google Cloud Dataform
UK
The table below provides summary statistics and salary benchmarking for jobs requiring Dataform skills. It covers permanent job vacancies from the 6 months leading up to 31 December 2025, with comparisons to the same periods in the previous two years.
| 6 months to 31 Dec 2025 |
Same period 2024 | Same period 2023 | |
|---|---|---|---|
| Rank | 637 | 714 | 700 |
| Rank change year-on-year | +77 | -14 | +341 |
| Permanent jobs citing Dataform | 7 | 2 | 1 |
| As % of all permanent jobs in the UK | 0.012% | 0.004% | 0.002% |
| As % of the Cloud Services category | 0.034% | 0.010% | 0.005% |
| Number of salaries quoted | 2 | 2 | 0 |
| 10th Percentile | £52,375 | £69,625 | - |
| 25th Percentile | £55,938 | £72,813 | - |
| Median annual salary (50th Percentile) | £66,250 | £81,250 | - |
| Median % change year-on-year | -18.46% | - | - |
| 75th Percentile | £75,938 | £90,313 | - |
| 90th Percentile | £79,125 | £93,875 | - |
| UK excluding London median annual salary | £55,000 | - | - |
All Cloud Computing Skills
UK
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.
| Permanent vacancies with a requirement for cloud computing skills | 20,528 | 20,025 | 21,233 |
| As % of all permanent jobs advertised in the UK | 34.70% | 36.11% | 41.53% |
| Number of salaries quoted | 11,196 | 11,894 | 17,421 |
| 10th Percentile | £28,750 | £35,000 | £32,750 |
| 25th Percentile | £38,750 | £46,250 | £45,000 |
| Median annual salary (50th Percentile) | £60,000 | £63,000 | £60,249 |
| Median % change year-on-year | -4.76% | +4.57% | -7.31% |
| 75th Percentile | £80,000 | £82,500 | £82,500 |
| 90th Percentile | £98,750 | £101,250 | £100,000 |
| UK excluding London median annual salary | £50,000 | £55,000 | £52,500 |
| % change year-on-year | -9.09% | +4.76% | -4.55% |
Dataform
Salary Histogram
Salary distribution for jobs citing Dataform over the 6 months to 31 December 2025.
Dataform
Top 7 Job Locations
The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Dataform within the UK over the 6 months to 31 December 2025. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.
| Location | Rank Change on Same Period Last Year |
Matching Permanent IT Job Ads |
Median Salary Past 6 Months |
Median Salary % Change on Same Period Last Year |
Live Jobs |
|---|---|---|---|---|---|
| England | +73 | 7 | £66,250 | -18.46% | |
| London | +62 | 4 | £77,500 | -16.22% | |
| Work from Home | +75 | 3 | £55,000 | -21.43% | |
| UK excluding London | - | 3 | £55,000 | - | |
| South East | - | 2 | £55,000 | - | |
| Midlands | - | 1 | - | - | |
| West Midlands | - | 1 | - | - |
Dataform
Co-Occurring Skills & Capabilities 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: