Period
to 11 December 2017

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 11 December 2017 with a comparison to the same period in the previous 2 years.

Data Analytics
South West > Gloucestershire
6 months to
11 Dec 2017
Same period 2016 Same period 2015
Rank 115 116 123
Rank change year-on-year +1 +7 -
Permanent jobs citing Data Analytics 21 46 21
As % of all permanent IT jobs advertised in Gloucestershire 1.45% 2.06% 1.06%
As % of the Processes & Methodologies category 1.64% 2.27% 1.18%
Number of salaries quoted 18 24 8
Gloucestershire median annual salary £47,500 £52,500 £52,500
Median salary % change year-on-year -9.52% - -
10th Percentile £27,125 £35,050 £42,475
90th Percentile £76,250 £63,500 £99,700
South West median annual salary £50,000 £50,000 £45,000
% change year-on-year - +11.11% +12.50%

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 1282 2027 1781
As % of all permanent IT jobs advertised in Gloucestershire 88.23% 90.65% 89.68%
Number of salaries quoted 1046 1662 1430
Gloucestershire median annual salary £45,000 £42,500 £42,500
Median salary % change year-on-year +5.88% - +6.25%
10th Percentile £25,500 £26,750 £26,250
90th Percentile £62,500 £62,500 £65,000
South West median annual salary £42,500 £40,281 £40,000
% change year-on-year +5.51% +0.70% +3.90%

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 11 December 2017.

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 11 December 2017. 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
Cheltenham +26 8 £47,500 -20.83%
Gloucester +10 3 £40,000 -23.81% 1
Cirencester - 2 £27,500 - 1
Data Analytics
South West

For the 6 months to 11 December 2017, IT jobs citing Data Analytics 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 Gloucestershire region with a requirement for Data Analytics.

1 21 (100.00%) Analytics
2 16 (76.19%) Security Cleared
3 12 (57.14%) Java
4 11 (52.38%) Python
5 10 (47.62%) Agile Software Development
5 10 (47.62%) DV Cleared
6 9 (42.86%) Perl
6 9 (42.86%) C++
7 8 (38.10%) Business Intelligence
7 8 (38.10%) Degree
8 7 (33.33%) C
9 6 (28.57%) Internet
9 6 (28.57%) Unix
9 6 (28.57%) Business Development
9 6 (28.57%) Node.js
9 6 (28.57%) SC Cleared
9 6 (28.57%) IT Strategy
10 5 (23.81%) Digital Marketing
10 5 (23.81%) Android
10 5 (23.81%) MongoDB
10 5 (23.81%) Apple iOS
10 5 (23.81%) Test Automation
10 5 (23.81%) Embedded Systems
10 5 (23.81%) Cybersecurity
10 5 (23.81%) Software Testing
10 5 (23.81%) Marketing
10 5 (23.81%) Spring
10 5 (23.81%) Software Engineering
10 5 (23.81%) Electronics
10 5 (23.81%) Telecoms

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 4 (19.05%) Apache Spark
2 3 (14.29%) Elasticsearch
3 2 (9.52%) Apache
4 1 (4.76%) Apache Pig
4 1 (4.76%) JBoss
4 1 (4.76%) SAS
4 1 (4.76%) Tomcat
Applications
1 2 (9.52%) Microsoft Excel
2 1 (4.76%) SPSS
Communications & Networking
1 6 (28.57%) Internet
Database & Business Intelligence
1 5 (23.81%) MongoDB
2 4 (19.05%) Big Data
3 3 (14.29%) Data Warehouse
3 3 (14.29%) Hadoop
3 3 (14.29%) MySQL
3 3 (14.29%) Power BI
4 2 (9.52%) Apache Hive
4 2 (9.52%) Qlik Sense
4 2 (9.52%) SQL Server
5 1 (4.76%) Apache Cassandra
5 1 (4.76%) BusinessObjects
5 1 (4.76%) QlikView
5 1 (4.76%) RDBMS
5 1 (4.76%) Relational Database
Development Applications
1 1 (4.76%) Git (software)
1 1 (4.76%) Hudson
1 1 (4.76%) Jenkins
1 1 (4.76%) JIRA
1 1 (4.76%) webpack
General
1 5 (23.81%) Electronics
1 5 (23.81%) Finance
1 5 (23.81%) Manufacturing
1 5 (23.81%) Marketing
1 5 (23.81%) Telecoms
Job Titles
1 5 (23.81%) Developer
1 5 (23.81%) Integration Engineer
1 5 (23.81%) Test and Integration Engineer
1 5 (23.81%) Test Engineer
2 4 (19.05%) Software Engineer
3 3 (14.29%) Analyst
3 3 (14.29%) Data Analyst
3 3 (14.29%) Software Developer
4 2 (9.52%) Developer/Software Engineer
4 2 (9.52%) DV Cleared Software Engineer
4 2 (9.52%) Java Engineer
4 2 (9.52%) Java Software Engineer
5 1 (4.76%) DV Cleared Java Developer
5 1 (4.76%) Full Stack Developer
5 1 (4.76%) Java Software Developer
5 1 (4.76%) Junior
5 1 (4.76%) Junior Developer
5 1 (4.76%) Lead Software Engineer
5 1 (4.76%) Senior Software Developer
5 1 (4.76%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 6 (28.57%) Node.js
2 5 (23.81%) HTML
2 5 (23.81%) J2EE
2 5 (23.81%) Spring
2 5 (23.81%) XML
3 4 (19.05%) AngularJS
3 4 (19.05%) CSS
3 4 (19.05%) Hibernate
4 3 (14.29%) Apache Camel
4 3 (14.29%) CSS3
4 3 (14.29%) HTML5
4 3 (14.29%) jQuery
4 3 (14.29%) LAMP
4 3 (14.29%) React
5 2 (9.52%) Backbone.js
5 2 (9.52%) D3.js
5 2 (9.52%) Express
5 2 (9.52%) Java EE
5 2 (9.52%) RESTful
6 1 (4.76%) Kafka
Miscellaneous
1 5 (23.81%) Embedded Systems
2 3 (14.29%) PKI
3 2 (9.52%) Analytical Skills
4 1 (4.76%) Internet of Things
4 1 (4.76%) User Experience
Operating Systems
1 6 (28.57%) Unix
2 5 (23.81%) Android
2 5 (23.81%) Apple iOS
2 5 (23.81%) Linux
Processes & Methodologies
1 21 (100.00%) Analytics
2 10 (47.62%) Agile Software Development
3 8 (38.10%) Business Intelligence
4 6 (28.57%) Business Development
4 6 (28.57%) IT Strategy
5 5 (23.81%) Cybersecurity
5 5 (23.81%) Digital Marketing
5 5 (23.81%) OO
5 5 (23.81%) Programme Management
5 5 (23.81%) Software Engineering
5 5 (23.81%) Software Testing
5 5 (23.81%) Test Automation
6 2 (9.52%) Big Data Analytics
6 2 (9.52%) Continuous Integration
6 2 (9.52%) Data Management
6 2 (9.52%) DevOps
6 2 (9.52%) Migration
6 2 (9.52%) Statistical Modelling
6 2 (9.52%) TDD
6 2 (9.52%) Visualisation
Programming Languages
1 12 (57.14%) Java
2 11 (52.38%) Python
3 9 (42.86%) C++
3 9 (42.86%) Perl
4 7 (33.33%) C
5 5 (23.81%) VB
6 4 (19.05%) JavaScript
6 4 (19.05%) SQL
7 3 (14.29%) Ruby
8 1 (4.76%) Bash Shell
8 1 (4.76%) C#
8 1 (4.76%) PL/SQL
Qualifications
1 16 (76.19%) Security Cleared
2 10 (47.62%) DV Cleared
3 8 (38.10%) Degree
4 6 (28.57%) SC Cleared
5 1 (4.76%) Numerate Degree
System Software
1 1 (4.76%) Docker
1 1 (4.76%) Hyper-V
1 1 (4.76%) VMware Infrastructure
Systems Management
1 1 (4.76%) Ansible
1 1 (4.76%) Opscode Chef
1 1 (4.76%) Puppet
1 1 (4.76%) Salt
Vendors
1 5 (23.81%) SAP
2 4 (19.05%) Oracle
3 3 (14.29%) Tableau
4 1 (4.76%) Cognos
4 1 (4.76%) Red Hat
4 1 (4.76%) VMware