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 25 June 2017 with a comparison to the same period in the previous 2 years.

Data Analysis
England / South West
3 months to
25 Jun 2017
Same period 2016 Same period 2015
Rank 152 140 176
Rank change year-on-year -12 +36  
Permanent jobs citing Data Analysis 86 106 68
As % of all permanent IT jobs advertised in the South West 1.64% 2.05% 1.13%
As % of the Processes & Methodologies category 1.82% 2.32% 1.30%
Number of salaries quoted 53 85 49
Median salary £32,500 £47,000 £38,000
Median salary % change year-on-year -30.85% +23.68%  
90% offered a salary of more than £22,300 £27,000 £27,500
10% offered a salary of more than £45,000 £89,000 £42,500
UK excluding London median salary £39,000 £40,000 £37,500
% change year-on-year -2.50% +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 4722 4566 5212
As % of all permanent IT job vacancies advertised in the South West 90.30% 88.42% 86.90%
Number of salaries quoted 3889 3827 4363
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 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 25 June 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 25 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
Somerset +4 29 £35,000 +16.66% 1
Bristol -30 16 £42,500 -8.10% 6
Gloucestershire -2 15 £26,500 -50.92% 1
Dorset - 13 £21,750 - 4
Wiltshire 0 7 £43,000 +22.85% 2
Devon -17 4 £41,250 -48.43% 4
Cornwall - 1 - -
Data Analysis
England

For the 6 months to 25 June 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 52 (38.81%) SQL
2 50 (37.31%) Finance
3 42 (31.34%) Degree
4 39 (29.10%) Microsoft
5 38 (28.36%) Business Intelligence
6 37 (27.61%) SQL Server
7 24 (17.91%) Windows
8 23 (17.16%) Agile Software Development
8 23 (17.16%) Data Management
8 23 (17.16%) Analytical Skills
9 21 (15.67%) SQL Server Reporting Services
9 21 (15.67%) Mathematics
10 20 (14.93%) VMware
11 19 (14.18%) Management Information System
11 19 (14.18%) R
12 18 (13.43%) Project Management
12 18 (13.43%) Microsoft Excel
12 18 (13.43%) Data Warehouse
13 17 (12.69%) ETL
13 17 (12.69%) Oracle
14 16 (11.94%) QA
15 15 (11.19%) Analytics
16 14 (10.45%) Marketing
16 14 (10.45%) Business Analysis
16 14 (10.45%) JavaScript
16 14 (10.45%) Scrum
16 14 (10.45%) Electronics
16 14 (10.45%) SharePoint
17 13 (9.70%) HTML
17 13 (9.70%) Unix

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 14 (10.45%) SharePoint
2 3 (2.24%) Apache Spark
3 2 (1.49%) Mule
3 2 (1.49%) SAS
3 2 (1.49%) WebLogic
4 1 (0.75%) CMS
4 1 (0.75%) Confluence
4 1 (0.75%) MS Project Server
Applications
1 18 (13.43%) Microsoft Excel
2 10 (7.46%) Microsoft Office
3 4 (2.99%) Spreadsheet
3 4 (2.99%) SPSS
4 2 (1.49%) SPSS Modeler
5 1 (0.75%) Microsoft PowerPoint
5 1 (0.75%) Microsoft Project
5 1 (0.75%) MS Visio
Business Applications
1 7 (5.22%) Dynamics AX
2 6 (4.48%) SAP Oil and Gas
3 4 (2.99%) Dynamics CRM
4 1 (0.75%) FastStats
Cloud Services
1 6 (4.48%) Amazon AWS
2 4 (2.99%) Google Cloud Platform
3 2 (1.49%) Amazon EMR
4 1 (0.75%) Adobe Analytics
4 1 (0.75%) Google Analytics
4 1 (0.75%) Microsoft Azure
4 1 (0.75%) Office 365
Communications & Networking
1 7 (5.22%) SAN
1 7 (5.22%) Wireless
Database & Business Intelligence
1 37 (27.61%) SQL Server
2 21 (15.67%) SQL Server Reporting Services
3 18 (13.43%) Data Warehouse
4 13 (9.70%) Power BI
4 13 (9.70%) QlikView
5 12 (8.96%) OLAP
6 11 (8.21%) Relational Database
7 10 (7.46%) MySQL
8 8 (5.97%) FileMaker
9 7 (5.22%) SQL Server Integration Services
10 5 (3.73%) Big Data
10 5 (3.73%) BusinessObjects
10 5 (3.73%) Hadoop
10 5 (3.73%) SQL Server Analysis Services
11 4 (2.99%) SQL Server 2008
11 4 (2.99%) SQL Server 2012
12 3 (2.24%) Oracle Database
12 3 (2.24%) Oracle Reports
13 2 (1.49%) Data Mining
13 2 (1.49%) Oracle Database 11g
Development Applications
1 3 (2.24%) Oracle Forms
2 2 (1.49%) JIRA
2 2 (1.49%) RStudio
2 2 (1.49%) Team Foundation Server
3 1 (0.75%) Eclipse
3 1 (0.75%) Oracle APEX
General
1 50 (37.31%) Finance
2 14 (10.45%) Electronics
2 14 (10.45%) Marketing
3 9 (6.72%) Manufacturing
4 7 (5.22%) Games
4 7 (5.22%) Telecoms
5 6 (4.48%) Banking
6 3 (2.24%) Retail
7 2 (1.49%) Retail Banking
Job Titles
1 48 (35.82%) Analyst
2 20 (14.93%) Developer
3 19 (14.18%) Administrator
4 18 (13.43%) Data Analyst
5 12 (8.96%) Business Analyst
5 12 (8.96%) DBA
6 8 (5.97%) Database Developer
7 7 (5.22%) IT Administrator
7 7 (5.22%) IT Systems Administrator
7 7 (5.22%) Systems Administrator
8 6 (4.48%) Systems Analyst
9 5 (3.73%) Analytics Manager
9 5 (3.73%) Applications Developer
9 5 (3.73%) Insight Manager
9 5 (3.73%) Report Analyst
10 4 (2.99%) Architect
10 4 (2.99%) Consultant
10 4 (2.99%) Data Architect
10 4 (2.99%) Marketing Assistant
11 3 (2.24%) Test Analyst
Libraries, Frameworks & Software Standards
1 13 (9.70%) HTML
2 11 (8.21%) CSS
3 9 (6.72%) .NET
4 4 (2.99%) COM
5 3 (2.24%) XML
6 2 (1.49%) .NET Framework
6 2 (1.49%) ASP.NET
6 2 (1.49%) D3.js
6 2 (1.49%) J2EE
6 2 (1.49%) Web Services
7 1 (0.75%) AngularJS
7 1 (0.75%) Backbone.js
7 1 (0.75%) Entity Framework
7 1 (0.75%) ggplot2
7 1 (0.75%) HTML5
7 1 (0.75%) Keras
7 1 (0.75%) NHibernate
7 1 (0.75%) React
7 1 (0.75%) Torch
Miscellaneous
1 23 (17.16%) Analytical Skills
2 19 (14.18%) Management Information System
3 13 (9.70%) Data Structures
4 6 (4.48%) Mobile App
5 5 (3.73%) Enterprise Software
6 4 (2.99%) Blog
6 4 (2.99%) Social Media
7 3 (2.24%) Algorithms
7 3 (2.24%) Computer Science
7 3 (2.24%) Driving Licence
8 1 (0.75%) Data Protection Act
8 1 (0.75%) NHS
Operating Systems
1 24 (17.91%) Windows
2 13 (9.70%) Unix
3 12 (8.96%) Solaris
4 10 (7.46%) Windows Server
5 9 (6.72%) Linux
6 7 (5.22%) Mac OS X
7 2 (1.49%) Windows Server 2012
8 1 (0.75%) Mac OS
Processes & Methodologies
1 38 (28.36%) Business Intelligence
2 23 (17.16%) Agile Software Development
2 23 (17.16%) Data Management
3 21 (15.67%) Mathematics
4 18 (13.43%) Project Management
5 17 (12.69%) ETL
6 15 (11.19%) Analytics
7 14 (10.45%) Business Analysis
7 14 (10.45%) Scrum
8 12 (8.96%) Visualisation
9 11 (8.21%) Use Case
10 10 (7.46%) Change Management
10 10 (7.46%) Data Modelling
11 9 (6.72%) ERP
11 9 (6.72%) User Acceptance Testing
12 8 (5.97%) Data Visualisation
12 8 (5.97%) Economics
12 8 (5.97%) Service Delivery
12 8 (5.97%) Stakeholder Management
13 7 (5.22%) Time Management
Programming Languages
1 52 (38.81%) SQL
2 19 (14.18%) R
3 14 (10.45%) JavaScript
4 13 (9.70%) Python
5 11 (8.21%) PHP
6 8 (5.97%) C#
6 8 (5.97%) Java
7 7 (5.22%) C
8 5 (3.73%) Scala
8 5 (3.73%) T-SQL
9 4 (2.99%) MATLAB
9 4 (2.99%) PL/SQL
10 3 (2.24%) C++
11 2 (1.49%) VB
12 1 (0.75%) Objective-C
12 1 (0.75%) Ruby
12 1 (0.75%) VB.NET
Qualifications
1 42 (31.34%) Degree
2 12 (8.96%) Security Cleared
3 9 (6.72%) SC Cleared
4 3 (2.24%) ISTQB
5 2 (1.49%) Numerate Degree
5 2 (1.49%) PhD
6 1 (0.75%) APMP
6 1 (0.75%) HNC
6 1 (0.75%) HND
6 1 (0.75%) ISEB
6 1 (0.75%) ITIL Certification
Quality Assurance & Compliance
1 16 (11.94%) QA
2 6 (4.48%) Data Quality
3 3 (2.24%) SLA
4 1 (0.75%) PMO
System Software
1 7 (5.22%) Active Directory
1 7 (5.22%) VMware Infrastructure
2 1 (0.75%) vSphere
Systems Management
1 1 (0.75%) vCenter Server
Vendors
1 39 (29.10%) Microsoft
2 20 (14.93%) VMware
3 17 (12.69%) Oracle
4 12 (8.96%) NetApp
5 11 (8.21%) SAP
6 9 (6.72%) Tableau
7 6 (4.48%) Salesforce.com
8 5 (3.73%) Google
9 3 (2.24%) IBM
10 2 (1.49%) Minitab
11 1 (0.75%) Adobe
11 1 (0.75%) Apple
11 1 (0.75%) CA
11 1 (0.75%) Cognos
11 1 (0.75%) Coremetrics
11 1 (0.75%) IFS
Bristol
CPS Group Limited
Salary: £40000 - £45000 per annum
Posted: 2 days ago
Plymouth, Devon
Experis Ltd
Salary: £35000 - £45000 per annum + Benefits
Posted: 3 days ago
Gloucester, Gloucestershire
PRO Insurance Solutions Ltd
Posted: 3 days ago
Whitehall, Bristol
Cabinet Office
Posted: 5 days ago
Chippenham, Wiltshire
Randstad Technologies
Salary: £30000 - £40000 per annum + 30 days holiday
Posted: 5 days ago
Bristol, Avon
ECM Selection
Salary: to £60k DoE plus stock options
Posted: 3 days ago
Wiltshire
Michael Page Technology
Salary: £25000 - £35000 per annum
Posted: 18 days ago
Bristol, Avon
ECM Selection
Salary: £Excellent + benefits + options
Posted: 3 days ago
Bristol, Avon
2M Employment Solutions
Posted: 2 days ago
Taunton, Somerset
UKHO
Posted: 10 days ago
Bristol
People Source Consulting
Salary: £60000 - £67000 per annum + bonus + benefits
Posted: 16 days ago
Bournemouth
SThree
Salary: £30000 per annum + competitive
Posted: 23 days ago
Poole
Hays Specialist Recruitment Ltd
Salary: £25000 - £35000 per annum + Package
Posted: 20 days ago
Burton, Dorset
ESG
Posted: 16 days ago