Period
to 23 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Gloucestershire with a requirement for Analytics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Analytics over the 6 months to 23 November 2017 with a comparison to the same period in the previous 2 years.

Analytics
South West > Gloucestershire
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 77 96 70
Rank change year-on-year +19 -26 +48
Permanent jobs citing Analytics 58 75 84
As % of all permanent IT jobs advertised in Gloucestershire 3.90% 3.31% 4.10%
As % of the Processes & Methodologies category 4.40% 3.66% 4.58%
Number of salaries quoted 48 55 60
Gloucestershire median annual salary £47,500 £47,500 £55,000
Median salary % change year-on-year - -13.64% +4.76%
10th Percentile £23,875 £32,500 £33,625
90th Percentile £76,250 £60,750 £104,250
South West median annual salary £47,500 £47,500 £47,500

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 1319 2049 1834
As % of all permanent IT jobs advertised in Gloucestershire 88.76% 90.38% 89.55%
Number of salaries quoted 1078 1676 1483
Gloucestershire median annual salary £45,000 £42,500 £42,500
Median salary % change year-on-year +5.88% - +6.25%
10th Percentile £25,500 £26,500 £26,250
90th Percentile £62,500 £63,125 £65,000
South West median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - +3.90%

Analytics
Job Vacancy Trend in Gloucestershire

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

Job vacancy trend for Analytics in Gloucestershire

Analytics
Salary Trend in Gloucestershire

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

Salary trend for Analytics in Gloucestershire

Analytics
Salary Histogram in Gloucestershire

The salary distribution of IT jobs citing Analytics in Gloucestershire over the 6 months to 23 November 2017.

Salary histogram for Analytics in Gloucestershire

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 Analytics within the Gloucestershire region over the 6 months to 23 November 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 +21 24 £39,250 -7.65% 3
Cirencester -5 8 £30,000 -14.29%
Gloucester +15 6 £42,500 -10.53% 1
Analytics
South West

For the 6 months to 23 November 2017, IT jobs citing 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 Analytics.

1 25 (43.10%) Degree
2 24 (41.38%) Security Cleared
3 23 (39.66%) Java
4 22 (37.93%) Agile Software Development
4 22 (37.93%) Data Analytics
5 18 (31.03%) DV Cleared
6 17 (29.31%) Machine Learning
6 17 (29.31%) Business Intelligence
7 16 (27.59%) C
7 16 (27.59%) HTML
7 16 (27.59%) Spring
7 16 (27.59%) Node.js
8 15 (25.86%) AngularJS
8 15 (25.86%) React
8 15 (25.86%) SC Cleared
8 15 (25.86%) JavaScript
8 15 (25.86%) SQL
8 15 (25.86%) CSS
8 15 (25.86%) Hibernate
9 14 (24.14%) Python
9 14 (24.14%) jQuery
10 12 (20.69%) Internet
10 12 (20.69%) Twitter Bootstrap
11 11 (18.97%) Power BI
11 11 (18.97%) SQL Server
11 11 (18.97%) Amazon AWS
12 10 (17.24%) Google
12 10 (17.24%) Backbone.js
12 10 (17.24%) Tableau
13 9 (15.52%) Qlik Sense

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 7 (12.07%) Apache Spark
2 6 (10.34%) IIS
3 3 (5.17%) SAS
4 2 (3.45%) Apache
4 2 (3.45%) Elasticsearch
5 1 (1.72%) JBoss
5 1 (1.72%) Tomcat
Applications
1 8 (13.79%) Microsoft Excel
2 1 (1.72%) SPSS
Cloud Services
1 11 (18.97%) Amazon AWS
2 1 (1.72%) Azure Data Factory
2 1 (1.72%) Cortana Intelligence Suite
2 1 (1.72%) Microsoft Azure
Communications & Networking
1 12 (20.69%) Internet
2 6 (10.34%) Firewall
Database & Business Intelligence
1 11 (18.97%) Power BI
1 11 (18.97%) SQL Server
2 9 (15.52%) Data Warehouse
2 9 (15.52%) Qlik Sense
2 9 (15.52%) SQL Server Integration Services
3 8 (13.79%) BusinessObjects
4 7 (12.07%) Big Data
5 6 (10.34%) Hadoop
6 4 (6.90%) MongoDB
6 4 (6.90%) QlikView
7 3 (5.17%) SQL Server Reporting Services
8 2 (3.45%) MySQL
9 1 (1.72%) Apache Cassandra
9 1 (1.72%) Apache Hive
9 1 (1.72%) Azure SQL Data Warehouse
9 1 (1.72%) Azure SQL Database
9 1 (1.72%) Data Lake
9 1 (1.72%) SQL Server Analysis Services
Development Applications
1 6 (10.34%) ERwin
2 1 (1.72%) Git (software)
2 1 (1.72%) Hudson
2 1 (1.72%) Jenkins
2 1 (1.72%) JIRA
2 1 (1.72%) Selenium
2 1 (1.72%) SpecFlow
2 1 (1.72%) webpack
General
1 7 (12.07%) Finance
2 5 (8.62%) Electronics
2 5 (8.62%) Manufacturing
2 5 (8.62%) Marketing
2 5 (8.62%) Telecoms
3 1 (1.72%) Advertising
3 1 (1.72%) Retail
Job Titles
1 17 (29.31%) Developer
2 14 (24.14%) Analyst
3 13 (22.41%) Java Developer
4 10 (17.24%) Data Analyst
5 6 (10.34%) Information Assurance Leader
5 6 (10.34%) Information Assurance Manager
5 6 (10.34%) Information Manager
5 6 (10.34%) Test Engineer
6 5 (8.62%) Full Stack Developer
6 5 (8.62%) Integration Engineer
6 5 (8.62%) Senior Developer
6 5 (8.62%) Test and Integration Engineer
7 4 (6.90%) Consultant
7 4 (6.90%) Graduate
7 4 (6.90%) Graduate Developer
7 4 (6.90%) Graduate Java Developer
7 4 (6.90%) Senior Java Developer
8 3 (5.17%) Machine Learning Engineer
8 3 (5.17%) Software Developer
8 3 (5.17%) Software Engineer
Libraries, Frameworks & Software Standards
1 16 (27.59%) HTML
1 16 (27.59%) Node.js
1 16 (27.59%) Spring
2 15 (25.86%) AngularJS
2 15 (25.86%) CSS
2 15 (25.86%) Hibernate
2 15 (25.86%) React
3 14 (24.14%) jQuery
4 12 (20.69%) Twitter Bootstrap
5 10 (17.24%) Backbone.js
6 7 (12.07%) CSS3
6 7 (12.07%) HTML5
7 5 (8.62%) J2EE
7 5 (8.62%) Kafka
7 5 (8.62%) XML
8 2 (3.45%) Apache Camel
8 2 (3.45%) D3.js
8 2 (3.45%) Express
8 2 (3.45%) LAMP
8 2 (3.45%) TensorFlow
Miscellaneous
1 9 (15.52%) Analytical Skills
2 6 (10.34%) CESG
2 6 (10.34%) CESG CLAS
3 5 (8.62%) Embedded Systems
4 3 (5.17%) Algorithms
5 2 (3.45%) Computer Science
5 2 (3.45%) PKI
6 1 (1.72%) Internet of Things
6 1 (1.72%) User Experience
Operating Systems
1 6 (10.34%) Unix
2 5 (8.62%) Android
2 5 (8.62%) Apple iOS
3 4 (6.90%) Linux
Processes & Methodologies
1 22 (37.93%) Agile Software Development
1 22 (37.93%) Data Analytics
2 17 (29.31%) Business Intelligence
2 17 (29.31%) Machine Learning
3 9 (15.52%) Business Development
3 9 (15.52%) Data Management
3 9 (15.52%) IT Strategy
4 8 (13.79%) Data Mapping
4 8 (13.79%) Data Modelling
4 8 (13.79%) Mathematics
4 8 (13.79%) Migration
4 8 (13.79%) Statistical Modelling
5 7 (12.07%) Data Analysis
6 6 (10.34%) Cybersecurity
6 6 (10.34%) ETL
6 6 (10.34%) Information Assurance
6 6 (10.34%) Information Security
6 6 (10.34%) Test Automation
7 5 (8.62%) OO
7 5 (8.62%) Programme Management
Programming Languages
1 23 (39.66%) Java
2 16 (27.59%) C
3 15 (25.86%) JavaScript
3 15 (25.86%) SQL
4 14 (24.14%) Python
5 8 (13.79%) C++
5 8 (13.79%) Perl
6 5 (8.62%) VB
7 2 (3.45%) C#
7 2 (3.45%) Ruby
8 1 (1.72%) Bash Shell
8 1 (1.72%) PL/SQL
8 1 (1.72%) R
Qualifications
1 25 (43.10%) Degree
2 24 (41.38%) Security Cleared
3 18 (31.03%) DV Cleared
4 15 (25.86%) SC Cleared
5 6 (10.34%) CESG Certified Professional
5 6 (10.34%) CISSP
5 6 (10.34%) CLAS
5 6 (10.34%) IISP
5 6 (10.34%) Master's Degree
5 6 (10.34%) Numerate Degree
6 2 (3.45%) PhD
7 1 (1.72%) ISEB
7 1 (1.72%) ISTQB
Quality Assurance & Compliance
1 6 (10.34%) HMG Security Policy Framework
1 6 (10.34%) ISO/IEC 27001
1 6 (10.34%) RMADS
2 1 (1.72%) Data Quality
System Software
1 1 (1.72%) Docker
Systems Management
1 1 (1.72%) Ansible
1 1 (1.72%) Opscode Chef
1 1 (1.72%) Puppet
1 1 (1.72%) Salt
Vendors
1 10 (17.24%) Google
1 10 (17.24%) Tableau
2 5 (8.62%) SAP
3 4 (6.90%) Twitter
4 3 (5.17%) Cognos
4 3 (5.17%) Oracle
5 2 (3.45%) Microsoft
6 1 (1.72%) Red Hat