Apache Spark
UK > Scotland
The table below provides summary statistics for permanent job vacancies advertised in Scotland requiring Apache Spark skills. It includes a benchmarking guide to the annual salaries offered in vacancies that cited Apache Spark over the 6 months leading up to 21 June 2025, comparing them to the same period in the previous two years.
| 6 months to 21 Jun 2025 |
Same period 2024 | Same period 2023 | |
|---|---|---|---|
| Rank | 137 | 44 | 202 |
| Rank change year-on-year | -93 | +158 | -12 |
| Permanent jobs citing Apache Spark | 31 | 490 | 18 |
| As % of all permanent jobs advertised in Scotland | 1.01% | 7.11% | 0.42% |
| As % of the Application Platforms category | 13.48% | 45.71% | 5.36% |
| Number of salaries quoted | 2 | 4 | 6 |
| 10th Percentile | £88,500 | - | £52,500 |
| 25th Percentile | £90,000 | £46,250 | £53,125 |
| Median annual salary (50th Percentile) | £100,000 | £47,500 | £60,000 |
| Median % change year-on-year | +110.53% | -20.83% | +4.35% |
| 75th Percentile | £110,000 | £48,750 | £66,875 |
| 90th Percentile | £111,500 | - | £67,500 |
| UK median annual salary | £85,000 | £80,000 | £85,000 |
| % change year-on-year | +6.25% | -5.88% | +13.33% |
All Application Platform Skills
Scotland
Apache Spark falls under the Application Platforms category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies requiring application platform skills in Scotland.
| Permanent vacancies with a requirement for application platform skills | 230 | 1,072 | 336 |
| As % of all permanent jobs advertised in Scotland | 7.52% | 15.55% | 7.91% |
| Number of salaries quoted | 68 | 203 | 237 |
| 10th Percentile | £30,575 | £26,750 | £27,800 |
| 25th Percentile | £31,250 | £32,500 | £35,733 |
| Median annual salary (50th Percentile) | £49,707 | £45,000 | £50,139 |
| Median % change year-on-year | +10.46% | -10.25% | +0.28% |
| 75th Percentile | £93,778 | £54,750 | £64,654 |
| 90th Percentile | £98,474 | £68,300 | £77,542 |
| UK median annual salary | £54,000 | £50,000 | £55,043 |
| % change year-on-year | +8.00% | -9.16% | +0.08% |
Apache Spark
Job Vacancy Trend in Scotland
Job postings citing Apache Spark as a proportion of all IT jobs advertised in Scotland.
Apache Spark
Salary Trend in Scotland
3-month moving average salary quoted in jobs citing Apache Spark in Scotland.
Apache Spark
Job Locations in Scotland
The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Apache Spark within the Scotland region over the 6 months to 21 June 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 |
|---|---|---|---|---|---|
| Glasgow | -24 | 28 | £100,000 | +110.53% | 21 |
| Edinburgh | +20 | 2 | - | - | 24 |
| Aberdeen | - | 1 | - | - | 3 |
| Apache Spark UK |
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Apache Spark
Co-occurring Skills and Capabilities in Scotland 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:
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