Period
to 23 June 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 23 June 2018 with a comparison to the same period in the previous 2 years.

Apache Spark
Gloucestershire > Gloucester
6 months to
23 Jun 2018
Same period 2017 Same period 2016
Rank 40 56 53
Rank change year-on-year +16 -3 -
Permanent jobs citing Apache Spark 9 4 12
As % of all permanent IT jobs advertised in Gloucester 3.57% 0.87% 2.73%
As % of the Application Platforms category 10.98% 6.25% 12.90%
Number of salaries quoted 13 4 1
Gloucester median annual salary £55,000 £52,500 £54,000
Median salary % change year-on-year +4.76% -2.78% -
10th Percentile £47,500 £42,500 £41,000
90th Percentile £69,000 £62,500 £67,000
Gloucestershire median annual salary £55,000 £45,000 £48,750
% change year-on-year +22.22% -7.69% -

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 82 64 93
As % of all permanent IT jobs advertised in Gloucester 32.54% 13.94% 21.14%
Number of salaries quoted 56 56 51
Gloucester median annual salary £50,000 £45,269 £45,000
Median salary % change year-on-year +10.45% +0.60% +8.43%
10th Percentile £32,500 £30,000 £25,000
90th Percentile £77,500 £60,000 £60,000
Gloucestershire median annual salary £47,500 £45,000 £42,000
% change year-on-year +5.56% +7.14% +5.00%

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 23 June 2018.

Salary histogram for Apache Spark in Gloucester

For the 6 months to 23 June 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 9 (100.00%) Java
1 9 (100.00%) Python
2 7 (77.78%) Analytics
2 7 (77.78%) Elasticsearch
3 6 (66.67%) HTML5
3 6 (66.67%) MongoDB
3 6 (66.67%) CSS3
3 6 (66.67%) CSS
3 6 (66.67%) HTML
4 5 (55.56%) Big Data
4 5 (55.56%) Apache Cassandra
4 5 (55.56%) Node.js
4 5 (55.56%) Apache Hive
4 5 (55.56%) Hadoop
4 5 (55.56%) AngularJS
4 5 (55.56%) React
5 4 (44.44%) MEAN Stack
5 4 (44.44%) D3.js
5 4 (44.44%) Express
5 4 (44.44%) RESTful
5 4 (44.44%) Kafka
5 4 (44.44%) Data Analytics
5 4 (44.44%) Backbone.js
5 4 (44.44%) C++
5 4 (44.44%) Self-Motivation
6 3 (33.33%) Data Science
6 3 (33.33%) C#
6 3 (33.33%) JavaScript
6 3 (33.33%) SQL
6 3 (33.33%) Web Services

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 7 (77.78%) Elasticsearch
2 2 (22.22%) Apache Pig
3 1 (11.11%) JBoss
3 1 (11.11%) WebLogic
3 1 (11.11%) WebSphere
Cloud Services
1 2 (22.22%) Amazon AWS
1 2 (22.22%) Microsoft Azure
Database & Business Intelligence
1 6 (66.67%) MongoDB
2 5 (55.56%) Apache Cassandra
2 5 (55.56%) Apache Hive
2 5 (55.56%) Big Data
2 5 (55.56%) Hadoop
3 2 (22.22%) Amazon Redshift
3 2 (22.22%) Presto
4 1 (11.11%) MySQL
4 1 (11.11%) OrientDB
Development Applications
1 2 (22.22%) Maven
1 2 (22.22%) Subversion
2 1 (11.11%) Cucumber
2 1 (11.11%) Selenium
Job Titles
1 3 (33.33%) Developer
2 2 (22.22%) Data Scientist
2 2 (22.22%) Developer/Software Engineer
2 2 (22.22%) DV Cleared Java Developer
2 2 (22.22%) DV Cleared Software Engineer
2 2 (22.22%) Java Developer
2 2 (22.22%) Java Engineer
2 2 (22.22%) Java Software Developer
2 2 (22.22%) Java Software Engineer
2 2 (22.22%) Software Developer
2 2 (22.22%) Software Engineer
3 1 (11.11%) Software Tester
3 1 (11.11%) Tester
Libraries, Frameworks & Software Standards
1 6 (66.67%) CSS
1 6 (66.67%) CSS3
1 6 (66.67%) HTML
1 6 (66.67%) HTML5
2 5 (55.56%) AngularJS
2 5 (55.56%) Node.js
2 5 (55.56%) React
3 4 (44.44%) Backbone.js
3 4 (44.44%) D3.js
3 4 (44.44%) Express
3 4 (44.44%) Kafka
3 4 (44.44%) MEAN Stack
3 4 (44.44%) RESTful
4 3 (33.33%) Java EE
4 3 (33.33%) Web Services
5 2 (22.22%) JSON
5 2 (22.22%) XML
Miscellaneous
1 4 (44.44%) Self-Motivation
2 2 (22.22%) Algorithms
Operating Systems
1 1 (11.11%) Linux
1 1 (11.11%) Unix
Processes & Methodologies
1 7 (77.78%) Analytics
2 4 (44.44%) Data Analytics
3 3 (33.33%) Data Science
3 3 (33.33%) DevOps
3 3 (33.33%) Software Engineering
4 2 (22.22%) Artificial Intelligence
4 2 (22.22%) Continuous Integration
4 2 (22.22%) Cybersecurity
4 2 (22.22%) Machine Learning
4 2 (22.22%) Statistics
4 2 (22.22%) TDD
5 1 (11.11%) Mathematics
5 1 (11.11%) Performance Testing
5 1 (11.11%) Reverse Engineering
5 1 (11.11%) Technical Architecture
5 1 (11.11%) Test Automation
Programming Languages
1 9 (100.00%) Java
1 9 (100.00%) Python
2 4 (44.44%) C++
3 3 (33.33%) C#
3 3 (33.33%) JavaScript
3 3 (33.33%) SQL
4 1 (11.11%) C
Qualifications
1 3 (33.33%) DV Cleared
1 3 (33.33%) Security Cleared
Vendors
1 1 (11.11%) Oracle