Period
to 16 November 2018

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 16 November 2018 with a comparison to the same period in the previous 2 years.

Apache Spark
Gloucestershire > Gloucester
6 months to
16 Nov 2018
Same period 2017 Same period 2016
Rank 45 47 73
Rank change year-on-year +2 +26 -
Permanent jobs citing Apache Spark 4 4 5
As % of all permanent IT jobs advertised in Gloucester 1.41% 1.23% 0.81%
As % of the Application Platforms category 8.33% 6.25% 4.10%
Number of salaries quoted 4 4 4
Gloucester median annual salary £56,250 £55,000 £52,500
Median salary % change year-on-year +2.27% +4.76% -
10th Percentile £43,750 £47,500 £40,875
90th Percentile £76,125 £62,500 £65,875
Gloucestershire median annual salary £60,000 £45,000 £50,000
% change year-on-year +33.33% -10.00% -

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 48 64 122
As % of all permanent IT jobs advertised in Gloucester 16.90% 19.63% 19.68%
Number of salaries quoted 39 52 108
Gloucester median annual salary £42,500 £46,000 £40,000
Median salary % change year-on-year -7.61% +15.00% -5.88%
10th Percentile £25,000 £32,500 £29,250
90th Percentile £61,250 £62,500 £56,250
Gloucestershire median annual salary £45,000 £45,000 £42,500
% change year-on-year - +5.88% -

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

Apache Spark
Salary Histogram in Gloucester

The salary distribution of IT jobs citing Apache Spark in Gloucester over the 6 months to 16 November 2018.

Salary histogram for Apache Spark in Gloucester

For the 6 months to 16 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 across the Gloucester region with a requirement for Apache Spark.

1 4 (100.00%) Python
1 4 (100.00%) Java
1 4 (100.00%) Hadoop
1 4 (100.00%) Apache Hive
1 4 (100.00%) Analytics
1 4 (100.00%) Big Data
1 4 (100.00%) Data Science
2 3 (75.00%) C++
3 2 (50.00%) C#
3 2 (50.00%) AngularJS
3 2 (50.00%) Systems Engineering
3 2 (50.00%) Apache Pig
3 2 (50.00%) Elasticsearch
3 2 (50.00%) Amazon Redshift
3 2 (50.00%) DevOps
3 2 (50.00%) Algorithms
3 2 (50.00%) React
3 2 (50.00%) Presto
3 2 (50.00%) MongoDB
3 2 (50.00%) Apache Cassandra
3 2 (50.00%) Node.js
3 2 (50.00%) Machine Learning
3 2 (50.00%) Microsoft Azure
3 2 (50.00%) Amazon AWS
3 2 (50.00%) Cucumber
3 2 (50.00%) JavaScript
3 2 (50.00%) SQL
3 2 (50.00%) Web Services
3 2 (50.00%) XML
3 2 (50.00%) Selenium

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 2 (50.00%) Apache Pig
1 2 (50.00%) Elasticsearch
Cloud Services
1 2 (50.00%) Amazon AWS
1 2 (50.00%) Microsoft Azure
Database & Business Intelligence
1 4 (100.00%) Apache Hive
1 4 (100.00%) Big Data
1 4 (100.00%) Hadoop
2 2 (50.00%) Amazon Redshift
2 2 (50.00%) Apache Cassandra
2 2 (50.00%) MongoDB
2 2 (50.00%) Presto
Development Applications
1 2 (50.00%) Cucumber
1 2 (50.00%) Maven
1 2 (50.00%) Selenium
1 2 (50.00%) Subversion
Job Titles
1 2 (50.00%) Data Scientist
1 2 (50.00%) Developer
1 2 (50.00%) Software Developer
1 2 (50.00%) Software Tester
1 2 (50.00%) Tester
Libraries, Frameworks & Software Standards
1 2 (50.00%) AngularJS
1 2 (50.00%) Java EE
1 2 (50.00%) JSON
1 2 (50.00%) Node.js
1 2 (50.00%) React
1 2 (50.00%) Web Services
1 2 (50.00%) XML
Miscellaneous
1 2 (50.00%) Algorithms
Processes & Methodologies
1 4 (100.00%) Analytics
1 4 (100.00%) Data Science
2 2 (50.00%) Artificial Intelligence
2 2 (50.00%) DevOps
2 2 (50.00%) Machine Learning
2 2 (50.00%) Performance Testing
2 2 (50.00%) Reverse Engineering
2 2 (50.00%) Software Engineering
2 2 (50.00%) Statistics
2 2 (50.00%) Systems Engineering
2 2 (50.00%) TDD
2 2 (50.00%) Technical Architecture
2 2 (50.00%) Test Automation
3 1 (25.00%) Mathematics
Programming Languages
1 4 (100.00%) Java
1 4 (100.00%) Python
2 3 (75.00%) C++
3 2 (50.00%) C#
3 2 (50.00%) JavaScript
3 2 (50.00%) SQL
Qualifications
1 2 (50.00%) DV Cleared
1 2 (50.00%) Security Cleared