Period
to 19 February 2018

The following table provides summary statistics for permanent job vacancies advertised in Gloucestershire with a requirement for Data Analytics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Analytics over the 6 months to 19 February 2018 with a comparison to the same period in the previous 2 years.

Data Analytics
South West > Gloucestershire
6 months to
19 Feb 2018
Same period 2017 Same period 2016
Rank 113 120 111
Rank change year-on-year +7 -9 +26
Permanent jobs citing Data Analytics 14 42 37
As % of all permanent IT jobs advertised in Gloucestershire 0.98% 1.97% 1.85%
As % of the Processes & Methodologies category 1.09% 2.16% 2.05%
Number of salaries quoted 13 30 17
Gloucestershire median annual salary £47,500 £50,000 £52,500
Median salary % change year-on-year -5.00% -4.76% -8.70%
10th Percentile £26,500 £41,175 £41,400
90th Percentile £73,500 £57,500 £62,650
South West median annual salary £50,000 £50,000 £44,000
% change year-on-year - +13.64% +0.57%

Data Analytics is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Gloucestershire with a requirement for process or methodology skills.

All Process and Methodology Skills
Gloucestershire
Permanent vacancies with a requirement for process or methodology skills 1,286 1,944 1,806
As % of all permanent IT jobs advertised in Gloucestershire 90.12% 91.31% 90.16%
Number of salaries quoted 1,039 1,594 1,323
Gloucestershire median annual salary £45,000 £42,500 £42,500
Median salary % change year-on-year +5.88% - +6.25%
10th Percentile £26,250 £27,500 £26,750
90th Percentile £62,500 £62,500 £65,000
South West median annual salary £42,500 £41,500 £40,000
% change year-on-year +2.41% +3.75% +2.56%

Data Analytics
Job Vacancy Trend in Gloucestershire

Job postings citing Data Analytics as a percentage of all IT jobs advertised in Gloucestershire.

Job vacancy trend for Data Analytics in Gloucestershire

Data Analytics
Salary Trend in Gloucestershire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Analytics in Gloucestershire.

Salary trend for Data Analytics in Gloucestershire

Data Analytics
Salary Histogram in Gloucestershire

The salary distribution of IT jobs citing Data Analytics in Gloucestershire over the 6 months to 19 February 2018.

Salary histogram for Data Analytics in Gloucestershire

Data Analytics
Job Locations in Gloucestershire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Analytics within the Gloucestershire region over the 6 months to 19 February 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
Gloucester +16 4 £47,500 -5.00% 5
Cheltenham +15 4 £47,500 - 1
Cirencester - 2 £27,500 -
Data Analytics
South West

For the 6 months to 19 February 2018, IT jobs citing Data Analytics 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 Gloucestershire region with a requirement for Data Analytics.

1 14 (100.00%) Analytics
2 9 (64.29%) Java
3 8 (57.14%) Python
3 8 (57.14%) Security Cleared
4 7 (50.00%) DV Cleared
4 7 (50.00%) Node.js
4 7 (50.00%) Agile Software Development
5 6 (42.86%) HTML
5 6 (42.86%) Spring
5 6 (42.86%) Linux
5 6 (42.86%) Big Data
6 5 (35.71%) Apache Spark
6 5 (35.71%) Hadoop
6 5 (35.71%) Oracle
6 5 (35.71%) JavaScript
6 5 (35.71%) Perl
6 5 (35.71%) SQL
6 5 (35.71%) Software Engineering
6 5 (35.71%) Hibernate
7 4 (28.57%) Degree
7 4 (28.57%) jQuery
7 4 (28.57%) CSS
7 4 (28.57%) SC Cleared
7 4 (28.57%) MongoDB
7 4 (28.57%) AngularJS
8 3 (21.43%) Apache Camel
8 3 (21.43%) Elasticsearch
8 3 (21.43%) DevOps
8 3 (21.43%) React
8 3 (21.43%) CSS3

Data Analytics
Co-occurring IT Skills in Gloucestershire 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 5 (35.71%) Apache Spark
2 3 (21.43%) Elasticsearch
3 2 (14.29%) Apache
3 2 (14.29%) JBoss
3 2 (14.29%) Tomcat
4 1 (7.14%) Apache Pig
Applications
1 2 (14.29%) Microsoft Excel
Cloud Services
1 1 (7.14%) Azure Data Factory
1 1 (7.14%) Microsoft Azure
Communications & Networking
1 2 (14.29%) Internet
Database & Business Intelligence
1 6 (42.86%) Big Data
2 5 (35.71%) Hadoop
3 4 (28.57%) MongoDB
4 3 (21.43%) MySQL
4 3 (21.43%) Power BI
4 3 (21.43%) SQL Server
5 2 (14.29%) Apache Hive
5 2 (14.29%) Data Warehouse
5 2 (14.29%) Qlik Sense
6 1 (7.14%) Apache Cassandra
6 1 (7.14%) Azure SQL Database
6 1 (7.14%) Data Lake
6 1 (7.14%) HDInsight
6 1 (7.14%) RDBMS
6 1 (7.14%) Relational Database
6 1 (7.14%) SQL Server 2012
6 1 (7.14%) SQL Server 2014
6 1 (7.14%) SQL Server Analysis Services
6 1 (7.14%) SQL Server Integration Services
6 1 (7.14%) SQL Server Reporting Services
Development Applications
1 2 (14.29%) Git (software)
1 2 (14.29%) Hudson
1 2 (14.29%) Jenkins
1 2 (14.29%) JIRA
2 1 (7.14%) webpack
General
1 1 (7.14%) Advertising
Job Titles
1 6 (42.86%) Developer
2 4 (28.57%) Software Engineer
3 3 (21.43%) DV Cleared Java Developer
3 3 (21.43%) Java Developer
3 3 (21.43%) Java Engineer
4 2 (14.29%) Analyst
4 2 (14.29%) Data Analyst
4 2 (14.29%) Developer/Software Engineer
4 2 (14.29%) DV Cleared Software Engineer
4 2 (14.29%) Java Software Engineer
4 2 (14.29%) SC Cleared Java Developer
4 2 (14.29%) Software Developer
5 1 (7.14%) Business Consultant
5 1 (7.14%) Business Intelligence Consultant
5 1 (7.14%) Consultant
5 1 (7.14%) Junior
5 1 (7.14%) Junior Developer
5 1 (7.14%) Microsoft Consultant
5 1 (7.14%) Senior Developer
5 1 (7.14%) Senior Software Developer
Libraries, Frameworks & Software Standards
1 7 (50.00%) Node.js
2 6 (42.86%) HTML
2 6 (42.86%) Spring
3 5 (35.71%) Hibernate
4 4 (28.57%) AngularJS
4 4 (28.57%) CSS
4 4 (28.57%) jQuery
5 3 (21.43%) Apache Camel
5 3 (21.43%) CSS3
5 3 (21.43%) HTML5
5 3 (21.43%) LAMP
5 3 (21.43%) React
6 2 (14.29%) Backbone.js
6 2 (14.29%) D3.js
6 2 (14.29%) Express
6 2 (14.29%) Java EE
6 2 (14.29%) JSON
6 2 (14.29%) RESTful
7 1 (7.14%) Kafka
7 1 (7.14%) Middleware
Miscellaneous
1 3 (21.43%) PKI
2 2 (14.29%) Analytical Skills
2 2 (14.29%) Internet of Things
2 2 (14.29%) User Experience
3 1 (7.14%) Driving Licence
Operating Systems
1 6 (42.86%) Linux
2 2 (14.29%) Oracle Linux
2 2 (14.29%) Unix
Processes & Methodologies
1 14 (100.00%) Analytics
2 7 (50.00%) Agile Software Development
3 5 (35.71%) Software Engineering
4 3 (21.43%) Business Intelligence
4 3 (21.43%) Continuous Integration
4 3 (21.43%) DevOps
4 3 (21.43%) TDD
5 2 (14.29%) Big Data Analytics
5 2 (14.29%) Business Development
5 2 (14.29%) Data Management
5 2 (14.29%) Data Mapping
5 2 (14.29%) IT Strategy
5 2 (14.29%) Machine Learning
5 2 (14.29%) Migration
5 2 (14.29%) SDLC
5 2 (14.29%) Stakeholder Engagement
5 2 (14.29%) Statistical Modelling
5 2 (14.29%) Visualisation
5 2 (14.29%) Web Development
6 1 (7.14%) Data Science
Programming Languages
1 9 (64.29%) Java
2 8 (57.14%) Python
3 5 (35.71%) JavaScript
3 5 (35.71%) Perl
3 5 (35.71%) SQL
4 3 (21.43%) C
4 3 (21.43%) C++
4 3 (21.43%) Ruby
5 2 (14.29%) Bash Shell
5 2 (14.29%) PL/SQL
6 1 (7.14%) Scala
6 1 (7.14%) Shell Script
Qualifications
1 8 (57.14%) Security Cleared
2 7 (50.00%) DV Cleared
3 4 (28.57%) Degree
3 4 (28.57%) SC Cleared
4 1 (7.14%) Numerate Degree
Quality Assurance & Compliance
1 1 (7.14%) Data Quality
1 1 (7.14%) QA
System Software
1 1 (7.14%) Docker
1 1 (7.14%) HDFS
1 1 (7.14%) Hyper-V
1 1 (7.14%) VMware Infrastructure
Systems Management
1 2 (14.29%) Opscode Chef
1 2 (14.29%) Puppet
2 1 (7.14%) Ansible
2 1 (7.14%) Salt
Vendors
1 5 (35.71%) Oracle
2 2 (14.29%) Red Hat
2 2 (14.29%) Tableau
3 1 (7.14%) Microsoft
3 1 (7.14%) VMware