Period
to 21 July 2017

The following table provides summary statistics for permanent job vacancies advertised in the South West 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 21 July 2017 with a comparison to the same period in the previous 2 years.

Analytics
England > South West
6 months to
21 Jul 2017
Same period 2016 Same period 2015
Rank 105 88 151
Rank change year-on-year -17 +63 -39
Permanent jobs citing Analytics 312 376 246
As % of all permanent IT jobs advertised in the South West 2.96% 3.38% 2.04%
As % of the Processes & Methodologies category 3.28% 3.83% 2.33%
Number of salaries quoted 256 303 179
South West median annual salary £47,500 £47,500 £40,000
Median salary % change year-on-year - +18.75% +5.26%
10th Percentile £29,750 £30,025 £26,250
90th Percentile £74,375 £90,000 £59,000
England median annual salary £55,000 £55,000 £50,000
% change year-on-year - +10.00% -

Analytics is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in the South West with a requirement for process and methodology skills.

Process & Methodology Skills
South West
Permanent job vacancies with a requirement for process and methodology skills 9507 9810 10569
As % of all permanent IT job vacancies advertised in the South West 90.34% 88.17% 87.53%
Number of salaries quoted 7854 8137 8770
South West median annual salary £42,000 £40,000 £40,000
Median salary % change year-on-year +5.00% - +3.90%
10th Percentile £26,250 £26,000 £24,000
90th Percentile £63,750 £65,000 £62,500
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

Analytics
Job Vacancy Trend in the South West

Job postings citing Analytics as a percentage of all IT jobs advertised in the South West.

Job vacancy trend for Analytics in the South West

Analytics
Salary Trend in the South West

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

Salary trend for Analytics in the South West

Analytics
Salary Histogram in the South West

The salary distribution of IT jobs citing Analytics in the South West over the 6 months to 21 July 2017.

Salary histogram for Analytics in the South West

Analytics
Job Locations in the South West

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Analytics within the South West region over the 6 months to 21 July 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
Bristol -5 113 £50,000 +17.65% 7
Somerset +31 72 £47,500 - 3
Gloucestershire -33 54 £50,000 +5.26% 3
Wiltshire -2 40 £41,000 -13.68% 4
Devon -30 19 £52,500 -25.00%
Dorset +6 6 £33,000 -22.35% 2
Cornwall -7 3 £22,500 -10.00% 2
Analytics
England

For the 6 months to 21 July 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 South West region with a requirement for Analytics.

1 94 (30.13%) SQL
2 89 (28.53%) Business Intelligence
3 87 (27.88%) Data Analytics
4 74 (23.72%) Python
5 70 (22.44%) Agile Software Development
5 70 (22.44%) Google
6 66 (21.15%) Marketing
7 64 (20.51%) Analytical Skills
8 48 (15.38%) Google Analytics
8 48 (15.38%) Security Cleared
9 46 (14.74%) Internet
10 45 (14.42%) Java
10 45 (14.42%) Finance
11 44 (14.10%) JavaScript
11 44 (14.10%) User Experience
12 42 (13.46%) HTML
12 42 (13.46%) Digital Marketing
13 41 (13.14%) Degree
14 37 (11.86%) E-Commerce
14 37 (11.86%) Retail
14 37 (11.86%) Digital Analytics
15 36 (11.54%) Tableau
16 35 (11.22%) SQL Server
17 34 (10.90%) C#
17 34 (10.90%) R
18 33 (10.58%) Visualisation
18 33 (10.58%) Software Engineering
19 32 (10.26%) Electronics
19 32 (10.26%) CSS
19 32 (10.26%) SC Cleared

Analytics
Co-occurring IT Skills in the South West 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 11 (3.53%) Apache Spark
1 11 (3.53%) CMS
2 10 (3.21%) SharePoint
3 9 (2.88%) SAS
4 7 (2.24%) SharePoint 2010
4 7 (2.24%) SharePoint 2013
5 4 (1.28%) Elasticsearch
5 4 (1.28%) nginx
6 3 (0.96%) Apache
6 3 (0.96%) Umbraco
7 2 (0.64%) IIS
7 2 (0.64%) Mule
7 2 (0.64%) OpenStack
7 2 (0.64%) WordPress
8 1 (0.32%) Adobe Experience Manager
8 1 (0.32%) Confluence
8 1 (0.32%) Drupal
8 1 (0.32%) JBoss
8 1 (0.32%) MQSeries
8 1 (0.32%) Tomcat
Applications
1 18 (5.77%) Microsoft Excel
2 10 (3.21%) SPSS
3 5 (1.60%) Spreadsheet
3 5 (1.60%) SPSS Modeler
4 3 (0.96%) InVision
4 3 (0.96%) Microsoft Office
4 3 (0.96%) Microsoft PowerPoint
4 3 (0.96%) Photoshop
5 2 (0.64%) Adobe Creative Suite
5 2 (0.64%) GIMP
6 1 (0.32%) Adobe Illustrator
Business Applications
1 9 (2.88%) Fredhopper
2 8 (2.56%) Dynamics NAV
3 7 (2.24%) Maximo
4 3 (0.96%) Dynamics AX
4 3 (0.96%) Magento
5 2 (0.64%) Adobe Campaign
5 2 (0.64%) Oracle ERP
6 1 (0.32%) Aareon QL
6 1 (0.32%) Academy Housing
6 1 (0.32%) Dynamics CRM
6 1 (0.32%) Kypera Housing
6 1 (0.32%) MIS ActiveH
6 1 (0.32%) Northgate Housing
6 1 (0.32%) OPENHousing
6 1 (0.32%) Orchard Housing
6 1 (0.32%) SAP ERP
6 1 (0.32%) SAP Hybris
6 1 (0.32%) SDL Web 8
6 1 (0.32%) Shopify
Cloud Services
1 48 (15.38%) Google Analytics
2 23 (7.37%) Amazon AWS
3 18 (5.77%) Google Cloud Platform
4 14 (4.49%) Microsoft Azure
5 6 (1.92%) AdWords
6 4 (1.28%) Adobe Analytics
7 3 (0.96%) GitHub
7 3 (0.96%) SaaS
8 2 (0.64%) Amazon EMR
9 1 (0.32%) Adobe Creative Cloud
9 1 (0.32%) Amazon Kinesis
9 1 (0.32%) Amazon S3
9 1 (0.32%) AWS Elastic Beanstalk
9 1 (0.32%) AWS Lambda
9 1 (0.32%) Dynamics 365
9 1 (0.32%) Office 365
Communications & Networking
1 46 (14.74%) Internet
2 10 (3.21%) HTTP
3 4 (1.28%) DNS
3 4 (1.28%) Firewall
3 4 (1.28%) ICMP
4 3 (0.96%) FTP
5 2 (0.64%) Kerberos
5 2 (0.64%) SMS
6 1 (0.32%) Bluetooth
6 1 (0.32%) DHCP
6 1 (0.32%) LDAP
6 1 (0.32%) SNMP
6 1 (0.32%) TCP/IP
6 1 (0.32%) Wireshark
Database & Business Intelligence
1 35 (11.22%) SQL Server
2 27 (8.65%) Big Data
2 27 (8.65%) Data Warehouse
3 23 (7.37%) MongoDB
3 23 (7.37%) Relational Database
4 16 (5.13%) MySQL
5 14 (4.49%) NoSQL
5 14 (4.49%) SQL Server Reporting Services
6 13 (4.17%) Apache Cassandra
6 13 (4.17%) PostgreSQL
7 11 (3.53%) Hadoop
7 11 (3.53%) SQL Server Analysis Services
8 10 (3.21%) BusinessObjects
8 10 (3.21%) SQL Server Integration Services
9 9 (2.88%) Data Mining
10 8 (2.56%) RDBMS
11 7 (2.24%) Power BI
12 6 (1.92%) Amazon Redshift
12 6 (1.92%) QlikView
12 6 (1.92%) Yellowfin
Development Applications
1 27 (8.65%) Git (software)
2 9 (2.88%) JIRA
2 9 (2.88%) Team Foundation Server
3 8 (2.56%) Jenkins
4 6 (1.92%) Cucumber
4 6 (1.92%) Oracle Forms
5 5 (1.60%) RStudio
6 4 (1.28%) Axure RP
6 4 (1.28%) Grunt
6 4 (1.28%) gulp
7 3 (0.96%) Eclipse
7 3 (0.96%) GCC
7 3 (0.96%) Gradle
7 3 (0.96%) Selenium
8 2 (0.64%) Dreamweaver
8 2 (0.64%) Octopus Deploy
8 2 (0.64%) SonarQube
8 2 (0.64%) Talend Open Studio
9 1 (0.32%) Hudson
9 1 (0.32%) MSTest
General
1 66 (21.15%) Marketing
2 45 (14.42%) Finance
3 37 (11.86%) Retail
4 32 (10.26%) Electronics
5 26 (8.33%) Telecoms
6 24 (7.69%) Manufacturing
7 11 (3.53%) Advertising
8 9 (2.88%) Banking
9 6 (1.92%) Law
10 4 (1.28%) Private Banking
11 3 (0.96%) Games
11 3 (0.96%) Investment Banking
11 3 (0.96%) Publishing
12 1 (0.32%) Aerospace
12 1 (0.32%) Back Office
12 1 (0.32%) Brand Awareness
12 1 (0.32%) Local Government
12 1 (0.32%) Military
Job Titles
1 65 (20.83%) Developer
2 49 (15.71%) Analyst
3 30 (9.62%) Analytics Manager
4 20 (6.41%) Data Manager
4 20 (6.41%) Insight Manager
5 17 (5.45%) Consultant
5 17 (5.45%) Data Analyst
6 15 (4.81%) Senior Developer
7 13 (4.17%) .NET Developer
7 13 (4.17%) Test Engineer
8 12 (3.85%) Software Engineer
9 11 (3.53%) Lead Developer
10 10 (3.21%) Business Intelligence Analyst
10 10 (3.21%) Java Developer
10 10 (3.21%) Web Manager
11 9 (2.88%) Business Intelligence Manager
11 9 (2.88%) Senior Analyst
12 8 (2.56%) Architect
12 8 (2.56%) Designer
12 8 (2.56%) Web Developer
Libraries, Frameworks & Software Standards
1 42 (13.46%) HTML
2 32 (10.26%) CSS
3 28 (8.97%) AngularJS
4 24 (7.69%) Node.js
5 22 (7.05%) .NET
6 17 (5.45%) HTML5
6 17 (5.45%) Web Services
7 16 (5.13%) React
8 15 (4.81%) RESTful
9 14 (4.49%) REST
9 14 (4.49%) XML
10 11 (3.53%) .NET Framework
11 10 (3.21%) J2EE
11 10 (3.21%) jQuery
12 9 (2.88%) ASP.NET
12 9 (2.88%) ASP.NET MVC
12 9 (2.88%) JSON
12 9 (2.88%) Sass
13 7 (2.24%) LESS
14 6 (1.92%) Ajax
Miscellaneous
1 64 (20.51%) Analytical Skills
2 44 (14.10%) User Experience
3 15 (4.81%) Mobile App
4 12 (3.85%) Internet of Things
5 7 (2.24%) Algorithms
5 7 (2.24%) Blog
6 6 (1.92%) Computer Science
6 6 (1.92%) Embedded Systems
6 6 (1.92%) Social Media
7 5 (1.60%) Data Protection Act
7 5 (1.60%) Greenfield Project
7 5 (1.60%) Management Information System
7 5 (1.60%) Renewable Energy
8 4 (1.28%) Cyber Defence
9 3 (0.96%) Data Structures
9 3 (0.96%) Hedge funds
10 2 (0.64%) Digital Media
10 2 (0.64%) iPad
10 2 (0.64%) Minimum Viable Product
10 2 (0.64%) Smart Home
Operating Systems
1 16 (5.13%) Linux
2 12 (3.85%) Apple iOS
2 12 (3.85%) Windows
3 11 (3.53%) Android
4 9 (2.88%) Unix
5 3 (0.96%) OpenWrt
6 2 (0.64%) Mac OS
6 2 (0.64%) Ubuntu
6 2 (0.64%) Windows Server
7 1 (0.32%) AIX
7 1 (0.32%) Debian
7 1 (0.32%) HPUX
7 1 (0.32%) Mac OS X
7 1 (0.32%) Windows 7
7 1 (0.32%) Windows 8
7 1 (0.32%) Windows Server 2008
7 1 (0.32%) Windows Server 2012
7 1 (0.32%) Windows XP
Processes & Methodologies
1 89 (28.53%) Business Intelligence
2 87 (27.88%) Data Analytics
3 70 (22.44%) Agile Software Development
4 42 (13.46%) Digital Marketing
5 37 (11.86%) Digital Analytics
5 37 (11.86%) E-Commerce
6 33 (10.58%) Software Engineering
6 33 (10.58%) Visualisation
7 27 (8.65%) Actionable Insight
7 27 (8.65%) Data Analysis
7 27 (8.65%) SEO
8 25 (8.01%) Programme Management
9 23 (7.37%) TDD
10 22 (7.05%) Test Automation
10 22 (7.05%) Web Development
11 20 (6.41%) Cybersecurity
11 20 (6.41%) Mathematics
11 20 (6.41%) OO
12 19 (6.09%) Data Modelling
12 19 (6.09%) ETL
Programming Languages
1 94 (30.13%) SQL
2 74 (23.72%) Python
3 45 (14.42%) Java
4 44 (14.10%) JavaScript
5 34 (10.90%) C#
5 34 (10.90%) R
6 30 (9.62%) C
7 13 (4.17%) C++
7 13 (4.17%) MATLAB
8 9 (2.88%) PHP
9 8 (2.56%) Perl
9 8 (2.56%) Scala
9 8 (2.56%) T-SQL
9 8 (2.56%) VBA
10 7 (2.24%) VB
11 4 (1.28%) PowerShell
12 3 (0.96%) Embedded C
12 3 (0.96%) PL/SQL
12 3 (0.96%) Shell Script
12 3 (0.96%) TypeScript
Qualifications
1 48 (15.38%) Security Cleared
2 41 (13.14%) Degree
3 32 (10.26%) SC Cleared
4 20 (6.41%) DV Cleared
5 11 (3.53%) PhD
6 7 (2.24%) MCPD
6 7 (2.24%) Microsoft Certification
7 4 (1.28%) Master's Degree
8 3 (0.96%) BC Cleared
9 2 (0.64%) Computer Science Degree
9 2 (0.64%) DBS Check
9 2 (0.64%) Numerate Degree
10 1 (0.32%) CREST Certified
10 1 (0.32%) GCIA
10 1 (0.32%) GIAC
10 1 (0.32%) GREM
10 1 (0.32%) ISEB
10 1 (0.32%) ISTQB
10 1 (0.32%) ISTQB Foundation Certification
10 1 (0.32%) PMP
Quality Assurance & Compliance
1 6 (1.92%) Data Quality
2 5 (1.60%) ISO 14001
2 5 (1.60%) ISO 9001
3 3 (0.96%) GPG13
3 3 (0.96%) QA
4 2 (0.64%) Government Security Classifications
4 2 (0.64%) PMO
4 2 (0.64%) SLA
5 1 (0.32%) GCP
System Software
1 6 (1.92%) Docker
1 6 (1.92%) Oracle RAC
2 5 (1.60%) Firmware
3 3 (0.96%) Active Directory
3 3 (0.96%) Snort
4 2 (0.64%) VMware Infrastructure
5 1 (0.32%) Corosync
5 1 (0.32%) HDFS
5 1 (0.32%) Hyper-V
5 1 (0.32%) KVM
5 1 (0.32%) Xen
Systems Management
1 4 (1.28%) Opscode Chef
2 3 (0.96%) ArcSight ESM
2 3 (0.96%) Host Intrusion Detection System
2 3 (0.96%) Puppet
2 3 (0.96%) RSA Archer
2 3 (0.96%) RSA enVision
2 3 (0.96%) RSA Security Analytics
2 3 (0.96%) Symantec Endpoint Protection
2 3 (0.96%) Systems Management Server (SMS)
3 1 (0.32%) CFEngine
3 1 (0.32%) Ganeti
3 1 (0.32%) HAProxy
3 1 (0.32%) HP Quality Center
3 1 (0.32%) Kubernetes
3 1 (0.32%) Linux-HA
3 1 (0.32%) Marathon
3 1 (0.32%) Mesos
3 1 (0.32%) Nagios
3 1 (0.32%) Pacemaker
3 1 (0.32%) ZABBIX
Vendors
1 70 (22.44%) Google
2 36 (11.54%) Tableau
3 29 (9.29%) Microsoft
4 28 (8.97%) SAP
5 15 (4.81%) Oracle
6 14 (4.49%) Adobe
7 9 (2.88%) ATG
8 8 (2.56%) DoubleClick
9 7 (2.24%) IBM
10 6 (1.92%) Teradata
11 4 (1.28%) Cognos
12 3 (0.96%) ArcSight
12 3 (0.96%) Informatica
12 3 (0.96%) LogLogic
12 3 (0.96%) Minitab
12 3 (0.96%) Sourcefire
12 3 (0.96%) Symantec
12 3 (0.96%) Trend Micro
13 2 (0.64%) Logi Analytics
13 2 (0.64%) Twitter
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Salary: Competitive
Posted: 10 hours ago
Gloucester, Gloucestershire
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Salary: £50000 - £65000 per annum
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