Period
to 22 May 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 22 May 2018 with a comparison to the same period in the previous 2 years.

Data Analytics
South West > Gloucestershire
6 months to
22 May 2018
Same period 2017 Same period 2016
Rank 104 118 82
Rank change year-on-year +14 -36 +45
Permanent jobs citing Data Analytics 21 37 66
As % of all permanent IT jobs advertised in Gloucestershire 1.37% 2.06% 3.26%
As % of the Processes & Methodologies category 1.50% 2.21% 3.65%
Number of salaries quoted 21 32 33
Gloucestershire median annual salary £55,000 £50,000 £54,000
Median salary % change year-on-year +10.00% -7.41% -6.09%
10th Percentile £46,250 £37,500 £41,000
90th Percentile £80,000 £57,000 £67,000
South West median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

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 1,399 1,678 1,806
As % of all permanent IT jobs advertised in Gloucestershire 91.08% 93.27% 89.23%
Number of salaries quoted 1,142 1,373 1,196
Gloucestershire median annual salary £45,000 £42,500 £45,000
Median salary % change year-on-year +5.88% -5.56% +8.43%
10th Percentile £26,250 £26,250 £26,750
90th Percentile £64,875 £63,750 £65,000
South West median annual salary £42,500 £42,000 £40,000
% change year-on-year +1.19% +5.00% +1.27%

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 22 May 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 22 May 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 +13 13 £55,000 +10.00% 3
Cheltenham +4 6 £55,000 +18.92% 1
Cirencester - 1 £27,500 -
Data Analytics
South West

For the 6 months to 22 May 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 21 (100.00%) Analytics
2 12 (57.14%) Java
3 11 (52.38%) Python
3 11 (52.38%) Security Cleared
4 10 (47.62%) DV Cleared
5 9 (42.86%) Agile Software Development
6 7 (33.33%) HTML
6 7 (33.33%) Node.js
7 6 (28.57%) Elasticsearch
7 6 (28.57%) Hadoop
7 6 (28.57%) SC Cleared
7 6 (28.57%) Unix
7 6 (28.57%) Apache Spark
8 5 (23.81%) C++
8 5 (23.81%) Perl
8 5 (23.81%) SQL
8 5 (23.81%) CSS
8 5 (23.81%) HTML5
8 5 (23.81%) MongoDB
8 5 (23.81%) AngularJS
8 5 (23.81%) CSS3
8 5 (23.81%) Big Data
9 4 (19.05%) Backbone.js
9 4 (19.05%) D3.js
9 4 (19.05%) Express
9 4 (19.05%) Kafka
9 4 (19.05%) DevOps
9 4 (19.05%) Apache Cassandra
9 4 (19.05%) Visualisation
9 4 (19.05%) Test Automation

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 6 (28.57%) Apache Spark
1 6 (28.57%) Elasticsearch
2 2 (9.52%) JBoss
2 2 (9.52%) Tomcat
3 1 (4.76%) Apache
3 1 (4.76%) Apache Pig
Applications
1 1 (4.76%) Microsoft Excel
Cloud Services
1 3 (14.29%) Amazon AWS
2 2 (9.52%) Microsoft Azure
3 1 (4.76%) Azure Data Factory
Communications & Networking
1 4 (19.05%) Internet
Database & Business Intelligence
1 6 (28.57%) Hadoop
2 5 (23.81%) Big Data
2 5 (23.81%) MongoDB
3 4 (19.05%) Apache Cassandra
4 2 (9.52%) Power BI
4 2 (9.52%) SQL Server
5 1 (4.76%) Apache Hive
5 1 (4.76%) Azure SQL Data Warehouse
5 1 (4.76%) Azure SQL Database
5 1 (4.76%) Data Lake
5 1 (4.76%) Data Warehouse
5 1 (4.76%) HDInsight
5 1 (4.76%) Qlik Sense
5 1 (4.76%) RDBMS
5 1 (4.76%) Relational Database
5 1 (4.76%) SQL Server 2012
5 1 (4.76%) SQL Server 2014
5 1 (4.76%) SQL Server Analysis Services
5 1 (4.76%) SQL Server Integration Services
5 1 (4.76%) SQL Server Reporting Services
Development Applications
1 2 (9.52%) Git (software)
1 2 (9.52%) Hudson
1 2 (9.52%) Jenkins
1 2 (9.52%) JIRA
General
1 4 (19.05%) Finance
2 2 (9.52%) Banking
2 2 (9.52%) Electronics
2 2 (9.52%) Manufacturing
2 2 (9.52%) Marketing
2 2 (9.52%) Telecoms
3 1 (4.76%) Advertising
Job Titles
1 2 (9.52%) Analytics Manager
1 2 (9.52%) Audit Manager
1 2 (9.52%) Data Analytics Manager
1 2 (9.52%) Data Manager
1 2 (9.52%) Developer
1 2 (9.52%) DV Cleared Java Developer
1 2 (9.52%) Integration Manager
1 2 (9.52%) IT Audit Manager
1 2 (9.52%) IT Manager
1 2 (9.52%) IT Risk Manager
1 2 (9.52%) Java Developer
1 2 (9.52%) Risk Manager
1 2 (9.52%) SC Cleared Java Developer
1 2 (9.52%) Software Engineer
1 2 (9.52%) Test Engineer
1 2 (9.52%) Test Manager
2 1 (4.76%) Big Data Engineer
2 1 (4.76%) Chief Technology Officer
2 1 (4.76%) Data Analytics Engineer
2 1 (4.76%) Python Engineer
Libraries, Frameworks & Software Standards
1 7 (33.33%) HTML
1 7 (33.33%) Node.js
2 5 (23.81%) AngularJS
2 5 (23.81%) CSS
2 5 (23.81%) CSS3
2 5 (23.81%) HTML5
3 4 (19.05%) Backbone.js
3 4 (19.05%) D3.js
3 4 (19.05%) Express
3 4 (19.05%) J2EE
3 4 (19.05%) Kafka
3 4 (19.05%) MEAN Stack
3 4 (19.05%) React
3 4 (19.05%) RESTful
4 3 (14.29%) Hibernate
4 3 (14.29%) jQuery
4 3 (14.29%) Spring
5 2 (9.52%) JSON
5 2 (9.52%) XML
6 1 (4.76%) Middleware
Miscellaneous
1 4 (19.05%) Self-Motivation
2 2 (9.52%) Embedded Systems
2 2 (9.52%) Internet of Things
2 2 (9.52%) User Experience
3 1 (4.76%) Analytical Skills
3 1 (4.76%) Driving Licence
3 1 (4.76%) PKI
Operating Systems
1 6 (28.57%) Unix
2 4 (19.05%) Linux
3 2 (9.52%) Android
3 2 (9.52%) Apple iOS
3 2 (9.52%) Oracle Linux
4 1 (4.76%) Fedora
4 1 (4.76%) Ubuntu
Processes & Methodologies
1 21 (100.00%) Analytics
2 9 (42.86%) Agile Software Development
3 4 (19.05%) Business Intelligence
3 4 (19.05%) Cybersecurity
3 4 (19.05%) DevOps
3 4 (19.05%) IT Strategy
3 4 (19.05%) Software Engineering
3 4 (19.05%) Test Automation
3 4 (19.05%) Visualisation
4 3 (14.29%) Business Development
4 3 (14.29%) Continuous Integration
4 3 (14.29%) Migration
5 2 (9.52%) Data Analysis
5 2 (9.52%) Digital Marketing
5 2 (9.52%) Internal Audit
5 2 (9.52%) OO
5 2 (9.52%) Programme Management
5 2 (9.52%) SDLC
5 2 (9.52%) TDD
5 2 (9.52%) Web Development
Programming Languages
1 12 (57.14%) Java
2 11 (52.38%) Python
3 5 (23.81%) C++
3 5 (23.81%) Perl
3 5 (23.81%) SQL
4 4 (19.05%) C
5 3 (14.29%) JavaScript
6 2 (9.52%) Bash Shell
6 2 (9.52%) PL/SQL
6 2 (9.52%) VB
7 1 (4.76%) R
7 1 (4.76%) Ruby
7 1 (4.76%) Scala
7 1 (4.76%) Shell Script
Qualifications
1 11 (52.38%) Security Cleared
2 10 (47.62%) DV Cleared
3 6 (28.57%) SC Cleared
4 4 (19.05%) Degree
5 1 (4.76%) Numerate Degree
Quality Assurance & Compliance
1 1 (4.76%) Data Quality
1 1 (4.76%) QA
System Software
1 1 (4.76%) HDFS
1 1 (4.76%) Hyper-V
1 1 (4.76%) VMware Infrastructure
Systems Management
1 2 (9.52%) Opscode Chef
1 2 (9.52%) Puppet
2 1 (4.76%) Ambari
2 1 (4.76%) Ansible
Vendors
1 3 (14.29%) Oracle
2 2 (9.52%) Red Hat
2 2 (9.52%) SAP
3 1 (4.76%) Atlassian
3 1 (4.76%) Cloudera
3 1 (4.76%) Hortonworks
3 1 (4.76%) Microsoft
3 1 (4.76%) Tableau
3 1 (4.76%) VMware