The following table provides summary statistics for permanent job vacancies advertised in the South West 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 3 months to 27 June 2017 with a comparison to the same period in the previous 2 years.

Data Analytics
England / South West
3 months to
27 Jun 2017
Same period 2016 Same period 2015
Rank 204 149 227
Rank change year-on-year -55 +78  
Permanent jobs citing Data Analytics 38 89 24
As % of all permanent IT jobs advertised in the South West 0.71% 1.70% 0.40%
As % of the Processes & Methodologies category 0.79% 1.92% 0.46%
Number of salaries quoted 28 69 15
Median salary £46,250 £50,000 £42,500
Median salary % change year-on-year -7.50% +17.64%  
90% offered a salary of more than £35,000 £38,500 £29,000
10% offered a salary of more than £63,250 £90,000 £47,500
UK excluding London median salary £47,000 £54,000 £45,000
% change year-on-year -12.96% +20.00%  

Data 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 4806 4628 5174
As % of all permanent IT job vacancies advertised in the South West 90.39% 88.37% 86.84%
Number of salaries quoted 3954 3878 4327
Median salary £42,500 £42,500 £40,000
Median salary % change year-on-year - +6.25%  
90% offered a salary of more than £30,000 £30,000 £27,500
10% offered a salary of more than £62,500 £60,000 £65,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Data Analytics
Job Vacancy Trend in the South West

The job posting trend of jobs advertised in the South West citing Data Analytics as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Data Analytics in the South West

Data Analytics
Salary Trend in the South West

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

Salary trend for Data Analytics in the South West

Data Analytics
Salary Histogram in the South West

The salary distribution of IT jobs citing Data Analytics in the South West over the 3 months to 27 June 2017.

Salary histogram for Data Analytics in the South West

Data 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 Data Analytics within the South West region over the 3 months to 27 June 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Gloucestershire -18 18 £40,500 -25.00%
Bristol -37 14 £55,000 +25.71% 3
Somerset +1 3 £65,000 +52.94% 1
Wiltshire -4 3 £55,000 +42.85%
Data Analytics
England

For the 6 months to 27 June 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 South West region with a requirement for Data Analytics.

1 84 (100.00%) Analytics
2 39 (46.43%) SQL
3 35 (41.67%) Agile Software Development
4 26 (30.95%) Python
5 25 (29.76%) Security Cleared
6 23 (27.38%) C
6 23 (27.38%) Java
6 23 (27.38%) Finance
7 21 (25.00%) Degree
8 20 (23.81%) Electronics
8 20 (23.81%) Business Intelligence
9 19 (22.62%) Internet
9 19 (22.62%) DV Cleared
10 18 (21.43%) C#
10 18 (21.43%) TDD
11 17 (20.24%) Software Engineering
11 17 (20.24%) MongoDB
12 16 (19.05%) SC Cleared
12 16 (19.05%) Marketing
13 14 (16.67%) Machine Learning
13 14 (16.67%) Internet of Things
13 14 (16.67%) OO
14 13 (15.48%) Cybersecurity
14 13 (15.48%) NoSQL
15 12 (14.29%) C++
16 11 (13.10%) J2EE
16 11 (13.10%) XML
16 11 (13.10%) Unix
16 11 (13.10%) Scrum
16 11 (13.10%) Node.js

Data 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 9 (10.71%) SAS
2 2 (2.38%) JBoss
2 2 (2.38%) Mule
2 2 (2.38%) Tomcat
3 1 (1.19%) Apache Spark
3 1 (1.19%) Elasticsearch
3 1 (1.19%) SharePoint
Applications
1 4 (4.76%) Microsoft Excel
2 1 (1.19%) Spreadsheet
2 1 (1.19%) SPSS
Business Applications
1 7 (8.33%) SAP Oil and Gas
2 2 (2.38%) Dynamics AX
2 2 (2.38%) Oracle ERP
Cloud Services
1 11 (13.10%) Amazon AWS
2 9 (10.71%) Microsoft Azure
3 7 (8.33%) Google Cloud Platform
4 3 (3.57%) GitHub
5 2 (2.38%) Amazon EMR
Communications & Networking
1 19 (22.62%) Internet
Database & Business Intelligence
1 17 (20.24%) MongoDB
2 13 (15.48%) NoSQL
3 11 (13.10%) Big Data
4 9 (10.71%) MySQL
5 8 (9.52%) Data Warehouse
5 8 (9.52%) Relational Database
6 7 (8.33%) SQL Server
7 6 (7.14%) Hadoop
8 5 (5.95%) Power BI
9 4 (4.76%) Amazon Redshift
9 4 (4.76%) BusinessObjects
9 4 (4.76%) SQL Server Analysis Services
9 4 (4.76%) SQL Server Reporting Services
10 2 (2.38%) Amazon DynamoDB
10 2 (2.38%) Amazon RDS
10 2 (2.38%) Data Lake
10 2 (2.38%) SQL Server Integration Services
11 1 (1.19%) QlikView
11 1 (1.19%) SQL Server 2008
11 1 (1.19%) SQL Server 2014
Development Applications
1 8 (9.52%) Git (software)
2 6 (7.14%) JIRA
3 3 (3.57%) Jenkins
4 2 (2.38%) Hudson
4 2 (2.38%) JUnit
4 2 (2.38%) Team Foundation Server
5 1 (1.19%) MSTest
5 1 (1.19%) Visual Studio
General
1 23 (27.38%) Finance
2 20 (23.81%) Electronics
3 16 (19.05%) Marketing
4 9 (10.71%) Manufacturing
4 9 (10.71%) Telecoms
5 3 (3.57%) Banking
5 3 (3.57%) Investment Banking
6 1 (1.19%) Law
6 1 (1.19%) Retail
Job Titles
1 25 (29.76%) Developer
2 19 (22.62%) Analyst
3 13 (15.48%) Consultant
4 10 (11.90%) Senior Developer
5 9 (10.71%) Test Engineer
6 8 (9.52%) Analytics Manager
6 8 (9.52%) Data Analytics Manager
6 8 (9.52%) Data Manager
7 7 (8.33%) Data Analyst
7 7 (8.33%) Insight Manager
8 6 (7.14%) IoT Developer
8 6 (7.14%) Java Developer
9 5 (5.95%) Azure Developer
9 5 (5.95%) C# Developer
9 5 (5.95%) Cloud Developer
9 5 (5.95%) Lead Developer
9 5 (5.95%) Systems Engineer
9 5 (5.95%) Systems Test Engineer
10 4 (4.76%) C# Software Engineer
10 4 (4.76%) Java Engineer
Libraries, Frameworks & Software Standards
1 11 (13.10%) J2EE
1 11 (13.10%) Node.js
1 11 (13.10%) XML
2 9 (10.71%) Web Services
3 6 (7.14%) AngularJS
3 6 (7.14%) React
4 3 (3.57%) HTML
4 3 (3.57%) jQuery
4 3 (3.57%) LAMP
4 3 (3.57%) RESTful
5 2 (2.38%) .NET
5 2 (2.38%) Hibernate
5 2 (2.38%) Java EE
5 2 (2.38%) JSON
5 2 (2.38%) REST
5 2 (2.38%) Spring
6 1 (1.19%) Ajax
6 1 (1.19%) CSS
6 1 (1.19%) Kafka
6 1 (1.19%) Velocity
Miscellaneous
1 14 (16.67%) Internet of Things
2 10 (11.90%) Analytical Skills
3 9 (10.71%) Greenfield Project
3 9 (10.71%) Mobile App
4 5 (5.95%) Embedded Systems
5 3 (3.57%) Computer Science
5 3 (3.57%) Hedge funds
6 2 (2.38%) iPad
6 2 (2.38%) User Experience
7 1 (1.19%) Data Protection Act
7 1 (1.19%) Data Structures
7 1 (1.19%) Fintech
7 1 (1.19%) Linux Command Line
7 1 (1.19%) Management Information System
7 1 (1.19%) Minimum Viable Product
Operating Systems
1 11 (13.10%) Unix
2 9 (10.71%) Android
2 9 (10.71%) Apple iOS
3 5 (5.95%) Linux
4 1 (1.19%) AIX
4 1 (1.19%) HPUX
4 1 (1.19%) Oracle Linux
4 1 (1.19%) Windows
4 1 (1.19%) Windows Server
4 1 (1.19%) Windows Server 2008
4 1 (1.19%) Windows Server 2012
Processes & Methodologies
1 84 (100.00%) Analytics
2 35 (41.67%) Agile Software Development
3 20 (23.81%) Business Intelligence
4 18 (21.43%) TDD
5 17 (20.24%) Software Engineering
6 14 (16.67%) Machine Learning
6 14 (16.67%) OO
7 13 (15.48%) Cybersecurity
8 11 (13.10%) Business Development
8 11 (13.10%) IT Strategy
8 11 (13.10%) Scrum
9 10 (11.90%) Product Management
9 10 (11.90%) Use Case
10 9 (10.71%) BDD
10 9 (10.71%) Front End Development
10 9 (10.71%) Kanban
10 9 (10.71%) Prototyping
10 9 (10.71%) Web Application Development
11 8 (9.52%) Programme Management
12 7 (8.33%) CRM
Programming Languages
1 39 (46.43%) SQL
2 26 (30.95%) Python
3 23 (27.38%) C
3 23 (27.38%) Java
4 18 (21.43%) C#
5 12 (14.29%) C++
6 10 (11.90%) Perl
7 8 (9.52%) R
8 7 (8.33%) JavaScript
8 7 (8.33%) VB
9 6 (7.14%) Scala
10 3 (3.57%) PHP
11 2 (2.38%) Bash Shell
11 2 (2.38%) PL/SQL
11 2 (2.38%) T-SQL
12 1 (1.19%) MATLAB
12 1 (1.19%) VBA
Qualifications
1 25 (29.76%) Security Cleared
2 21 (25.00%) Degree
3 19 (22.62%) DV Cleared
4 16 (19.05%) SC Cleared
5 5 (5.95%) PhD
6 4 (4.76%) Master's Degree
7 1 (1.19%) ISEB
7 1 (1.19%) ISTQB
7 1 (1.19%) ISTQB Foundation Certification
Quality Assurance & Compliance
1 9 (10.71%) ISO 14001
1 9 (10.71%) ISO 9001
2 2 (2.38%) PMO
System Software
1 9 (10.71%) Firmware
2 2 (2.38%) Docker
Systems Management
1 2 (2.38%) Opscode Chef
1 2 (2.38%) Puppet
2 1 (1.19%) HP Quality Center
Vendors
1 9 (10.71%) SAP
2 8 (9.52%) Oracle
3 7 (8.33%) Google
3 7 (8.33%) Teradata
4 6 (7.14%) Tableau
5 4 (4.76%) Cognos
5 4 (4.76%) Microsoft
6 3 (3.57%) Red Hat
7 2 (2.38%) IBM
8 1 (1.19%) Splunk
Exeter, Devon
Verticality Ltd
Salary: £23000 - £26000 per annum
Posted: 4 hours ago
Bath, Somerset
IO Associates
Posted: 16 hours ago
Bristol, Avon
Coburg Banks IT
Salary: £80000 - £90000 per annum + 20% Bonus, Pension, Bupa
Posted: Yesterday
Whitehall, Bristol
Cabinet Office
Posted: 7 days ago
Bristol
Churchill Frank
Salary: £40000 - £50000 per annum
Posted: 17 days ago