Apache Spark SQL
UK
The table below provides summary statistics for permanent job vacancies requiring Spark SQL skills. It includes a benchmarking guide to the annual salaries offered in vacancies that cited Spark SQL 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 | 677 | 873 | 961 |
| Rank change year-on-year | +196 | +88 | +168 |
| Permanent jobs citing Spark SQL | 15 | 23 | 28 |
| As % of all permanent jobs advertised in the UK | 0.029% | 0.023% | 0.027% |
| As % of the Database & Business Intelligence category | 0.20% | 0.13% | 0.13% |
| Number of salaries quoted | 3 | 17 | 18 |
| 10th Percentile | £66,000 | - | £59,500 |
| 25th Percentile | £73,125 | £52,500 | £62,500 |
| Median annual salary (50th Percentile) | £90,000 | £60,000 | £80,000 |
| Median % change year-on-year | +50.00% | -25.00% | +21.21% |
| 75th Percentile | £92,500 | £62,500 | £87,500 |
| 90th Percentile | £94,000 | £76,500 | £90,000 |
| UK excluding London median annual salary | £62,500 | £60,000 | £65,000 |
| % change year-on-year | +4.17% | -7.69% | +36.84% |
All Database and Business Intelligence Skills
UK
Spark SQL falls under the Databases and Business Intelligence category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies requiring database or business intelligence skills.
| Permanent vacancies with a requirement for database or business intelligence skills | 7,431 | 18,186 | 22,342 |
| As % of all permanent jobs advertised in the UK | 14.28% | 18.47% | 21.50% |
| Number of salaries quoted | 5,213 | 12,623 | 13,902 |
| 10th Percentile | £37,500 | £35,000 | £37,500 |
| 25th Percentile | £47,500 | £42,725 | £47,500 |
| Median annual salary (50th Percentile) | £62,500 | £57,500 | £65,000 |
| Median % change year-on-year | +8.70% | -11.54% | +8.33% |
| 75th Percentile | £83,750 | £76,250 | £83,750 |
| 90th Percentile | £115,000 | £95,000 | £103,750 |
| UK excluding London median annual salary | £55,000 | £52,500 | £55,000 |
| % change year-on-year | +4.76% | -4.55% | +4.76% |
Spark SQL
Job Vacancy Trend
Job postings citing Spark SQL as a proportion of all IT jobs advertised.
Spark SQL
Salary Trend
3-month moving average salary quoted in jobs citing Spark SQL.
Spark SQL
Salary Histogram
Salary distribution for jobs citing Spark SQL over the 6 months to 1 May 2025.
Spark SQL
Top 8 Job Locations
The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Spark SQL within the UK over the 6 months to 1 May 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 | +166 | 15 | £90,000 | +50.00% | 23 |
| Work from Home | +191 | 9 | - | - | 10 |
| London | +100 | 9 | £90,000 | +56.52% | 20 |
| UK excluding London | +211 | 6 | £62,500 | +4.17% | 5 |
| Midlands | - | 4 | £62,500 | - | 1 |
| East Midlands | - | 3 | - | - | |
| South East | +108 | 2 | - | - | 3 |
| West Midlands | - | 1 | £62,500 | - | 1 |
Spark SQL
Co-occurring Skills and Capabilities 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: