Apache Spark SQL
Yorkshire > South Yorkshire
The table below provides summary statistics and salary benchmarking for jobs advertised in South Yorkshire requiring Spark SQL skills. It covers permanent job vacancies from the 6 months leading up to 19 August 2026, with comparisons to the same periods in the previous two years.
|
|
6 months to 19 Aug 2026 |
Same period 2025 | Same period 2024 |
|---|---|---|---|
| Rank | 80 | - | 82 |
| Rank change year-on-year | - | - | - |
| Permanent jobs citing Spark SQL | 12 | 0 | 2 |
| As % of all permanent jobs in South Yorkshire | 0.75% | - | 0.17% |
| As % of the Database & Business Intelligence category | 9.38% | - | 1.26% |
| Number of salaries quoted | 12 | 0 | 2 |
| 10th Percentile | £77,500 | - | - |
| 25th Percentile | £80,313 | - | £44,738 |
| Median annual salary (50th Percentile) | £82,500 | - | £49,274 |
| 75th Percentile | £83,750 | - | £53,811 |
| 90th Percentile | - | - | - |
| Yorkshire median annual salary | £82,500 | - | £49,274 |
All Database & Business Intelligence Skills
South Yorkshire
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 in South Yorkshire.
| Permanent vacancies with a requirement for database or business intelligence skills | 128 | 74 | 159 |
| As % of all permanent jobs advertised in South Yorkshire | 8.00% | 12.23% | 13.67% |
| Number of salaries quoted | 91 | 69 | 113 |
| 10th Percentile | £36,250 | £26,150 | £31,250 |
| 25th Percentile | £41,250 | £31,250 | £37,500 |
| Median annual salary (50th Percentile) | £45,000 | £54,000 | £46,000 |
| Median % change year-on-year | -16.67% | +17.39% | -3.16% |
| 75th Percentile | £69,305 | £62,500 | £61,250 |
| 90th Percentile | £83,750 | £71,000 | £71,000 |
| Yorkshire median annual salary | £55,000 | £58,750 | £50,000 |
| % change year-on-year | -6.38% | +17.50% | -4.76% |
Spark SQL
Job Vacancy Trend in South Yorkshire
Historical trend showing the proportion of permanent IT job postings citing Spark SQL relative to all permanent IT jobs advertised in South Yorkshire.
Spark SQL
Salary Trend in South Yorkshire
Salary distribution trend for jobs in South Yorkshire citing Spark SQL.
Spark SQL
Job Locations in South Yorkshire
The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Spark SQL within the South Yorkshire region over the 6 months to 19 August 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 |
|---|---|---|---|---|---|
| Sheffield | - | 12 | £82,500 | - | 2 |
| Spark SQL Yorkshire |
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Spark SQL
Co-Occurring Skills & Capabilities in South Yorkshire 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: