Period
to 17 December 2017

The following table provides summary statistics for permanent job vacancies advertised in Gloucester 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 December 2017 with a comparison to the same period in the previous 2 years.

Apache Spark
Gloucestershire > Gloucester
6 months to
17 Dec 2017
Same period 2016 Same period 2015
Rank 45 75 -
Rank change year-on-year +30 - -
Permanent jobs citing Apache Spark 4 4 0
As % of all permanent IT jobs advertised in Gloucester 1.39% 0.62% -
As % of the Application Platforms category 6.45% 3.36% -
Number of salaries quoted 4 4 0
Gloucester median annual salary £55,000 £52,500 -
Median salary % change year-on-year +4.76% - -
Gloucestershire median annual salary £40,000 £52,500 £42,500
% change year-on-year -23.81% +23.53% -

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 advertised in Gloucester with a requirement for application platform skills.

All Application Platform Skills
Gloucester
Permanent vacancies with a requirement for application platform skills 62 119 114
As % of all permanent IT jobs advertised in Gloucester 21.53% 18.36% 21.88%
Number of salaries quoted 51 107 101
Gloucester median annual salary £46,000 £40,000 £42,500
Median salary % change year-on-year +15.00% -5.88% +10.39%
10th Percentile £32,500 £29,250 £25,500
90th Percentile £62,500 £55,200 £59,000
Gloucestershire median annual salary £45,000 £45,000 £42,500
% change year-on-year - +5.88% +13.33%

Apache Spark
Job Vacancy Trend in Gloucester

Job postings citing Apache Spark as a percentage of all IT jobs advertised in Gloucester.

Job vacancy trend for Apache Spark in Gloucester

Apache Spark
Salary Trend in Gloucester

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Apache Spark in Gloucester.

Salary trend for Apache Spark in Gloucester

For the 6 months to 17 December 2017, IT jobs citing Apache Spark also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Gloucester region with a requirement for Apache Spark.

1 4 (100.00%) Java
1 4 (100.00%) C++
1 4 (100.00%) Python
1 4 (100.00%) Software Engineering
1 4 (100.00%) Java EE
1 4 (100.00%) DV Cleared
1 4 (100.00%) Security Cleared
1 4 (100.00%) Hadoop
1 4 (100.00%) Big Data
1 4 (100.00%) Apache Hive
2 3 (75.00%) CSS3
2 3 (75.00%) DevOps
2 3 (75.00%) Cybersecurity
2 3 (75.00%) Elasticsearch
2 3 (75.00%) HTML5
2 3 (75.00%) Continuous Integration
2 3 (75.00%) C#
2 3 (75.00%) HTML
2 3 (75.00%) CSS
2 3 (75.00%) JavaScript
3 1 (25.00%) Apache Camel
3 1 (25.00%) MongoDB
3 1 (25.00%) Perl
3 1 (25.00%) MySQL
3 1 (25.00%) Oracle
3 1 (25.00%) Linux
3 1 (25.00%) Apache
3 1 (25.00%) Agile Software Development
3 1 (25.00%) Spring
3 1 (25.00%) LAMP

Apache Spark
Co-occurring IT Skills in Gloucester 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:

Application Platforms
1 3 (75.00%) Elasticsearch
2 1 (25.00%) Apache
Database & Business Intelligence
1 4 (100.00%) Apache Hive
1 4 (100.00%) Big Data
1 4 (100.00%) Hadoop
2 1 (25.00%) MongoDB
2 1 (25.00%) MySQL
Job Titles
1 4 (100.00%) Developer
1 4 (100.00%) Developer/Software Engineer
1 4 (100.00%) Software Developer
1 4 (100.00%) Software Engineer
2 3 (75.00%) DV Cleared Software Engineer
2 3 (75.00%) Java Developer
2 3 (75.00%) Java Engineer
2 3 (75.00%) Java Software Developer
2 3 (75.00%) Java Software Engineer
3 2 (50.00%) DV Cleared Java Developer
4 1 (25.00%) Senior Developer
4 1 (25.00%) Senior Software Developer
4 1 (25.00%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 4 (100.00%) Java EE
2 3 (75.00%) CSS
2 3 (75.00%) CSS3
2 3 (75.00%) HTML
2 3 (75.00%) HTML5
3 1 (25.00%) Apache Camel
3 1 (25.00%) Hibernate
3 1 (25.00%) LAMP
3 1 (25.00%) Spring
Miscellaneous
1 1 (25.00%) PKI
Operating Systems
1 1 (25.00%) Linux
Processes & Methodologies
1 4 (100.00%) Software Engineering
2 3 (75.00%) Continuous Integration
2 3 (75.00%) Cybersecurity
2 3 (75.00%) DevOps
3 1 (25.00%) Agile Software Development
3 1 (25.00%) Analytics
3 1 (25.00%) Big Data Analytics
3 1 (25.00%) Data Analytics
Programming Languages
1 4 (100.00%) C++
1 4 (100.00%) Java
1 4 (100.00%) Python
2 3 (75.00%) C#
2 3 (75.00%) JavaScript
3 1 (25.00%) Perl
3 1 (25.00%) Ruby
Qualifications
1 4 (100.00%) DV Cleared
1 4 (100.00%) Security Cleared
Vendors
1 1 (25.00%) Oracle