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The following table provides summary statistics for permanent job vacancies with a requirement for Apache Spark skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Apache Spark over the 6 months to 17 November 2018 with a comparison to the same period in the previous 2 years.
| Apache Spark UK |
|
|
6 months to
17 Nov 2018 |
Same period 2017 |
Same period 2016 |
| Rank |
249 |
271 |
359 |
| Rank change year-on-year |
+22 |
+88 |
+267 |
| Permanent jobs citing Apache Spark |
2,236 |
2,334 |
1,654 |
| As % of all permanent IT jobs advertised in the UK |
1.38% |
1.29% |
0.87% |
| As % of the Application Platforms category |
8.52% |
7.36% |
4.75% |
| Number of salaries quoted |
1,733 |
1,872 |
1,372 |
| UK median annual salary |
£70,000 |
£65,000 |
£67,500 |
| Median salary % change year-on-year |
+7.69% |
-3.70% |
+3.85% |
| 10th Percentile |
£43,850 |
£41,250 |
£40,000 |
| 90th Percentile |
£102,500 |
£100,000 |
£100,000 |
| UK excluding London median annual salary |
£62,138 |
£52,700 |
£55,000 |
| % change year-on-year |
+17.91% |
-4.18% |
- |
Apache Spark is in the Application Platforms category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for application platform skills.
| All Application Platform Skills UK |
| Permanent vacancies with a requirement for application platform skills |
26,233 |
31,699 |
34,824 |
| As % of all permanent IT jobs advertised in the UK |
16.20% |
17.58% |
18.31% |
| Number of salaries quoted |
21,105 |
25,625 |
29,400 |
| UK median annual salary |
£50,000 |
£47,500 |
£45,000 |
| Median salary % change year-on-year |
+5.26% |
+5.56% |
- |
| 10th Percentile |
£27,750 |
£27,000 |
£26,750 |
| 90th Percentile |
£82,500 |
£77,500 |
£75,000 |
| UK excluding London median annual salary |
£43,500 |
£40,000 |
£40,000 |
| % change year-on-year |
+8.75% |
- |
- |
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Apache Spark
Job Vacancy Trend
Job postings citing Apache Spark as a percentage of all IT jobs advertised.
Apache Spark
Salary Trend
This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Apache Spark.
Apache Spark
Salary Histogram
The salary distribution of IT jobs citing Apache Spark over the 6 months to 17 November 2018.
Apache Spark
Top 17 Job Locations
The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Apache Spark within the UK over the 6 months to 17 November 2018.
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
Job
Vacancies |
| England |
+23 |
2,124 |
£72,500 |
+8.21% |
311 |
| London |
-5 |
1,396 |
£78,750 |
+12.50% |
192 |
| UK excluding London |
+68 |
820 |
£62,138 |
+17.91% |
133 |
| South East |
+33 |
263 |
£60,000 |
- |
41 |
| North of England |
+39 |
147 |
£70,000 |
+40.00% |
32 |
| South West |
+44 |
121 |
£60,000 |
+20.00% |
24 |
| Midlands |
+86 |
108 |
£75,000 |
+76.47% |
13 |
| North West |
+11 |
104 |
£70,000 |
+40.00% |
17 |
| East of England |
+6 |
83 |
£66,000 |
+10.00% |
9 |
| East Midlands |
+73 |
80 |
£75,000 |
+76.47% |
8 |
| Scotland |
+21 |
77 |
£55,000 |
-15.38% |
5 |
| Yorkshire |
+44 |
39 |
£50,500 |
+3.59% |
10 |
| West Midlands |
+42 |
28 |
£52,500 |
+23.53% |
5 |
| Wales |
-3 |
19 |
£54,000 |
+48.46% |
4 |
| North East |
- |
8 |
£100,000 |
- |
5 |
| Northern Ireland |
0 |
2 |
£42,500 |
- |
5 |
| Channel Islands |
- |
1 |
£37,500 |
- |
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For the 6 months to 17 November 2018, IT jobs citing Apache Spark also mentioned the following skills in order of popularity.
The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads with a requirement for Apache Spark.
Apache Spark
Co-occurring IT Skills by Category
The follow tables expand on the table above by listing co-occurrences grouped by category.
The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:
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