Apache Spark SQL
UK
The table below provides summary statistics and salary benchmarking for jobs requiring Spark SQL skills. It covers permanent job vacancies from the 6 months leading up to 14 March 2026, with comparisons to the same periods in the previous two years.
| 6 months to 14 Mar 2026 |
Same period 2025 | Same period 2024 | |
|---|---|---|---|
| Rank | 648 | 656 | 809 |
| Rank change year-on-year | +8 | +153 | +182 |
| Permanent jobs citing Spark SQL | 44 | 15 | 23 |
| As % of all permanent jobs in the UK | 0.059% | 0.034% | 0.027% |
| As % of the Database & Business Intelligence category | 0.62% | 0.18% | 0.14% |
| Number of salaries quoted | 13 | 3 | 18 |
| 10th Percentile | - | - | £52,500 |
| 25th Percentile | £65,000 | £61,250 | £54,063 |
| Median annual salary (50th Percentile) | £75,000 | £62,500 | £60,000 |
| Median % change year-on-year | +20.00% | +4.17% | -29.41% |
| 75th Percentile | £82,500 | £76,875 | £63,438 |
| 90th Percentile | - | £84,750 | £90,750 |
| UK excluding London median annual salary | £77,500 | £62,500 | £60,000 |
| % change year-on-year | +24.00% | +4.17% | +17.65% |
All Database & 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 | 7,054 | 8,163 | 15,982 |
| As % of all permanent jobs advertised in the UK | 9.52% | 18.72% | 18.98% |
| Number of salaries quoted | 4,258 | 5,159 | 12,177 |
| 10th Percentile | £35,000 | £37,500 | £35,000 |
| 25th Percentile | £45,000 | £47,500 | £42,725 |
| Median annual salary (50th Percentile) | £60,000 | £63,000 | £57,500 |
| Median % change year-on-year | -4.76% | +9.57% | -8.49% |
| 75th Percentile | £80,000 | £85,000 | £75,000 |
| 90th Percentile | £100,000 | £115,000 | £95,000 |
| UK excluding London median annual salary | £52,500 | £55,000 | £52,500 |
| % change year-on-year | -4.55% | +4.76% | -4.55% |
Spark SQL
Job Vacancy Trend
Historical trend showing the proportion of permanent IT job postings citing Spark SQL relative to all permanent IT jobs advertised.
Spark SQL
Salary Trend
Salary distribution trend for jobs in the UK citing Spark SQL.
Spark SQL
Salary Histogram
Salary distribution for jobs citing Spark SQL over the 6 months to 14 March 2026.
Spark SQL
Top 12 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 14 March 2026. 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 | -7 | 43 | £75,000 | +20.00% | 26 |
| UK excluding London | +2 | 22 | £77,500 | +24.00% | 16 |
| London | +27 | 21 | £70,000 | -22.22% | 16 |
| North of England | - | 7 | £80,000 | - | 6 |
| East of England | - | 7 | - | - | |
| South East | -3 | 6 | £75,000 | - | 7 |
| Yorkshire | - | 6 | £80,000 | - | 4 |
| Work from Home | +28 | 4 | £80,000 | - | 14 |
| West Midlands | +5 | 1 | - | - | 2 |
| Midlands | -23 | 1 | - | - | 2 |
| North East | - | 1 | - | - | |
| South West | - | 1 | £80,000 | - |
Spark SQL
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: