The following table provides summary statistics for permanent job vacancies advertised in the South West with a requirement for Data Analysis skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Analysis over the 3 months to 30 March 2017 with a comparison to the same period in the previous 2 years.

Data Analysis
England / South West
3 months to
30 Mar 2017
Same period 2016 Same period 2015
Rank 176 113 179
Rank change year-on-year -63 +66  
Permanent jobs citing Data Analysis 49 161 68
As % of all permanent IT jobs advertised in the South West 0.96% 2.74% 1.13%
As % of the Processes & Methodologies category 1.07% 3.08% 1.29%
Number of salaries quoted 45 116 44
Median salary £30,804 £50,000 £37,000
Median salary % change year-on-year -38.39% +35.13%  
90% offered a salary of more than £22,500 £27,750 £27,500
10% offered a salary of more than £50,000 £72,500 £48,500
UK excluding London median salary £40,000 £40,000 £37,500
% change year-on-year - +6.66%  

Data Analysis 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 4579 5223 5264
As % of all permanent IT job vacancies advertised in the South West 90.05% 88.74% 87.84%
Number of salaries quoted 3780 4264 4373
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 £29,600 £28,500
10% offered a salary of more than £62,500 £60,000 £65,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Data Analysis
Job Vacancy Trend in the South West

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

Job vacancy trend for Data Analysis in the South West

Data Analysis
Salary Trend in the South West

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

Salary trend for Data Analysis in the South West

Data Analysis
Salary Histogram in the South West

The salary distribution of IT jobs citing Data Analysis in the South West over the 3 months to 30 March 2017.

Salary histogram for Data Analysis in the South West

Data Analysis
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 Analysis within the South West region over the 3 months to 30 March 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
Bristol -13 17 £32,500 -27.77% 2
Dorset +13 9 £29,000 +75.75% 4
Gloucestershire -2 8 £41,250 -23.61% 1
Devon -17 8 £28,750 -45.23%
Wiltshire -18 5 £43,000 -21.81% 2
Cornwall - 1 £22,500 -
Data Analysis
England

For the 6 months to 30 March 2017, IT jobs citing Data Analysis 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 Analysis.

1 36 (37.89%) SQL
2 30 (31.58%) Finance
3 25 (26.32%) Microsoft
4 24 (25.26%) Degree
5 22 (23.16%) Agile Software Development
6 20 (21.05%) MS Excel
7 19 (20.00%) Windows
7 19 (20.00%) Business Intelligence
7 19 (20.00%) Analytical Skills
8 18 (18.95%) SQL Server
9 15 (15.79%) JavaScript
10 14 (14.74%) Active Directory
10 14 (14.74%) Scrum
11 13 (13.68%) Service Delivery
11 13 (13.68%) Linux
11 13 (13.68%) Windows Server
12 12 (12.63%) Data Modelling
12 12 (12.63%) Mac OS X
12 12 (12.63%) VMware
12 12 (12.63%) Mathematics
12 12 (12.63%) Time Management
13 11 (11.58%) QA
13 11 (11.58%) VMware Infrastructure
13 11 (11.58%) Games
13 11 (11.58%) Wireless
13 11 (11.58%) Python
13 11 (11.58%) SAN
13 11 (11.58%) Oracle
13 11 (11.58%) Virtual Environments
14 10 (10.53%) R

Data Analysis
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 8 (8.42%) SAS
2 7 (7.37%) Jupyter
3 3 (3.16%) SharePoint
4 2 (2.11%) Mule
5 1 (1.05%) CMS
5 1 (1.05%) Confluence
5 1 (1.05%) Drupal
5 1 (1.05%) MS Project Server
5 1 (1.05%) WebLogic
5 1 (1.05%) WordPress
Applications
1 20 (21.05%) MS Excel
2 5 (5.26%) MS Office
3 2 (2.11%) MS Project
3 2 (2.11%) SPSS
3 2 (2.11%) SPSS Modeler
4 1 (1.05%) MS PowerPoint
Business Applications
1 4 (4.21%) SAP Oil and Gas
2 1 (1.05%) Dynamics AX
Cloud Services
1 2 (2.11%) Amazon AWS
1 2 (2.11%) Amazon EMR
2 1 (1.05%) Adobe Analytics
2 1 (1.05%) Google Analytics
2 1 (1.05%) Microsoft Azure
2 1 (1.05%) Office 365
Communications & Networking
1 11 (11.58%) SAN
1 11 (11.58%) Wireless
2 1 (1.05%) DAB
2 1 (1.05%) Internet
Database & Business Intelligence
1 18 (18.95%) SQL Server
2 10 (10.53%) SQL Server Integration Services
3 9 (9.47%) SQL Server Reporting Services
4 8 (8.42%) Data Warehouse
4 8 (8.42%) SQL Server 2008
5 7 (7.37%) PostgreSQL
5 7 (7.37%) Relational Database
6 6 (6.32%) MySQL
6 6 (6.32%) SQL Server 2012
7 4 (4.21%) FileMaker
7 4 (4.21%) SQL Server Analysis Services
8 3 (3.16%) BusinessObjects
9 2 (2.11%) Amazon DynamoDB
9 2 (2.11%) Amazon RDS
9 2 (2.11%) Amazon Redshift
9 2 (2.11%) Data Mining
9 2 (2.11%) Hadoop
10 1 (1.05%) BaseX
10 1 (1.05%) Oracle Database
10 1 (1.05%) Power BI
Development Applications
1 9 (9.47%) JIRA
2 2 (2.11%) RStudio
3 1 (1.05%) Babel
3 1 (1.05%) Jasmine
3 1 (1.05%) Oracle Forms
3 1 (1.05%) Selenium
3 1 (1.05%) webpack
General
1 30 (31.58%) Finance
2 11 (11.58%) Games
3 8 (8.42%) Electronics
4 7 (7.37%) Banking
4 7 (7.37%) Marketing
4 7 (7.37%) Retail
5 6 (6.32%) Manufacturing
6 5 (5.26%) Telecoms
7 4 (4.21%) Retail Banking
8 3 (3.16%) Advertising
9 1 (1.05%) Aerospace
Job Titles
1 39 (41.05%) Analyst
2 11 (11.58%) Administrator
2 11 (11.58%) Business Analyst
2 11 (11.58%) Developer
2 11 (11.58%) IT Administrator
2 11 (11.58%) IT Systems Administrator
2 11 (11.58%) Systems Administrator
3 10 (10.53%) Data Analyst
4 6 (6.32%) Support Analyst
4 6 (6.32%) Test Analyst
5 5 (5.26%) Applications Support
5 5 (5.26%) Architect
5 5 (5.26%) Data Architect
6 4 (4.21%) Business Intelligence Architect
6 4 (4.21%) Data Quality Analyst
6 4 (4.21%) Database Developer
6 4 (4.21%) Project Manager
6 4 (4.21%) QA Analyst
6 4 (4.21%) QA Test Analyst
7 3 (3.16%) Business Intelligence Developer
Libraries, Frameworks & Software Standards
1 8 (8.42%) CSS
1 8 (8.42%) HTML
2 7 (7.37%) Pandas
3 5 (5.26%) .NET
4 4 (4.21%) ASP.NET
5 2 (2.11%) AngularJS
5 2 (2.11%) Backbone.js
5 2 (2.11%) D3.js
5 2 (2.11%) HTML5
5 2 (2.11%) React
5 2 (2.11%) XML
6 1 (1.05%) Aurelia
6 1 (1.05%) Browserify
6 1 (1.05%) Ember.js
6 1 (1.05%) JSLint
6 1 (1.05%) Leaflet
6 1 (1.05%) Node.js
6 1 (1.05%) RESTful
6 1 (1.05%) Sass
6 1 (1.05%) Vue.js
Miscellaneous
1 19 (20.00%) Analytical Skills
2 8 (8.42%) Mobile App
3 7 (7.37%) Enterprise Software
4 6 (6.32%) Computer Science
5 2 (2.11%) Data Structures
5 2 (2.11%) Driving Licence
5 2 (2.11%) Management Information System
6 1 (1.05%) Animation
6 1 (1.05%) NHS
6 1 (1.05%) User Experience
Operating Systems
1 19 (20.00%) Windows
2 13 (13.68%) Linux
2 13 (13.68%) Windows Server
3 12 (12.63%) Mac OS X
4 2 (2.11%) Unix
4 2 (2.11%) Windows 7
5 1 (1.05%) Mac OS
5 1 (1.05%) Windows Server 2012
Processes & Methodologies
1 22 (23.16%) Agile Software Development
2 19 (20.00%) Business Intelligence
3 14 (14.74%) Scrum
4 13 (13.68%) Service Delivery
5 12 (12.63%) Data Modelling
5 12 (12.63%) Mathematics
5 12 (12.63%) Time Management
6 11 (11.58%) Virtual Environments
7 9 (9.47%) Requirements Analysis
8 8 (8.42%) ETL
8 8 (8.42%) Project Management
8 8 (8.42%) Use Case
8 8 (8.42%) Workflow
9 7 (7.37%) Analytics
9 7 (7.37%) Change Management
9 7 (7.37%) Data Management
9 7 (7.37%) UML
10 6 (6.32%) BPMN
10 6 (6.32%) Stakeholder Management
10 6 (6.32%) Visualisation
Programming Languages
1 36 (37.89%) SQL
2 15 (15.79%) JavaScript
3 11 (11.58%) Python
4 10 (10.53%) R
5 9 (9.47%) PHP
6 8 (8.42%) MATLAB
7 7 (7.37%) C#
8 6 (6.32%) T-SQL
9 4 (4.21%) C
10 3 (3.16%) C++
10 3 (3.16%) Java
11 1 (1.05%) Objective-C
11 1 (1.05%) Perl
11 1 (1.05%) PL/SQL
11 1 (1.05%) Ruby
Qualifications
1 24 (25.26%) Degree
2 6 (6.32%) Security Cleared
3 4 (4.21%) SC Cleared
4 2 (2.11%) Chartered Engineer
4 2 (2.11%) DV Cleared
5 1 (1.05%) APMP
5 1 (1.05%) ISEB
5 1 (1.05%) ITIL Certification
Quality Assurance & Compliance
1 11 (11.58%) QA
2 4 (4.21%) Data Quality
3 3 (3.16%) SLA
4 2 (2.11%) PMO
System Software
1 14 (14.74%) Active Directory
2 11 (11.58%) VMware Infrastructure
3 1 (1.05%) vSphere
Vendors
1 25 (26.32%) Microsoft
2 12 (12.63%) VMware
3 11 (11.58%) Oracle
4 8 (8.42%) Apple
5 4 (4.21%) SAP
6 3 (3.16%) IBM
7 1 (1.05%) Adobe
7 1 (1.05%) CA
7 1 (1.05%) Coremetrics
7 1 (1.05%) Google
7 1 (1.05%) Mapbox
7 1 (1.05%) Progress
7 1 (1.05%) Salesforce.com
7 1 (1.05%) Tableau
Cheltenham, Gloucestershire
CV Screen Ltd
Salary: £30k - 32k per year + Pension
Posted: 5 days ago
Bath, Somerset
Wessex Water
Posted: 5 days ago
Poole, Dorset
HAYS INFORMATION TECHNOLOGY
Salary: £25000 - £35000 per annum + Package
Posted: 2 days ago
Bath
Wessex Water
Salary: Circa £40k dependent on experience
Posted: 7 days ago
Bournemouth
Fixed Recruitment Ltd
Salary: £22000 - £30000 per annum
Posted: 22 days ago
Dorset
Hays Specialist Recruitment Ltd
Salary: £50000.00 - £58000.00 per annum + Pension, Bonus
Posted: 21 days ago
Bristol
People Source Consulting
Salary: £22000 - £28000 per annum
Posted: 13 days ago
Bournemouth, Dorset
JP Morgan
Salary: We offer highly competitive benefits
Posted: 14 days ago
Bristol
People Source Consulting
Salary: £21000 - £28000 per annum
Posted: 13 days ago
Swindon, Wiltshire
Sanderson
Salary: £40000 - £50000 per annum
Posted: 12 days ago
Wiltshire
Churchill Frank
Posted: 22 days ago
South West England
Vivid Resourcing
Salary: Negotiable (DOE)
Posted: 20 days ago