The table below looks at the statistics for Data Analysis skills in IT jobs advertised for the South West region. Included is a guide to the salaries offered in IT jobs that have cited Data Analysis over the 3 months to 6 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
6 Dec 2016
Same period 2015 Same period 2014
Data Analysis
Rank 166 181 153
Rank change year-on-year
+15 -28
Permanent jobs citing Data Analysis 71 65 111
As % of all permanent IT jobs located in the South West 1.35% 1.13% 1.71%
As % of the Processes & Methodologies category 1.53% 1.28% 1.99%
Number of salaries quoted 52 35 73
Median salary £40,000 £41,500 £35,000
Median salary % change year-on-year
-3.61% +18.57%
90% offered a salary of more than £24,050 £25,000 £27,500
10% offered a salary of more than £52,250 £54,200 £45,000
UK excluding London median salary £41,500 £38,500 £40,000
% change year-on-year
+7.79% -3.75%
Data Analysis
England

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the South West region.

Processes & Methodologies Category
South West
Permanent IT job ads with a match in the
Processes & Methodologies category
4631 5098 5571
As % of all permanent IT jobs located in the South West 87.97% 88.71% 85.96%
Number of salaries quoted 3841 4289 4576
Median salary £42,500 £43,000 £40,000
Median salary % change year-on-year
-1.16% +7.50%
90% offered a salary of more than £30,000 £30,000 £27,500
10% offered a salary of more than £65,000 £62,500 £65,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Data Analysis
Jobs Demand Trend in the South West

The demand trend of job ads across the South West region citing Data Analysis as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Data Analysis Jobs Demand Trend 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 across the South West region.

Data Analysis Salary Trend in the South West

Data Analysis
Salary Histogram in the South West

This chart provides a salary histogram for IT jobs citing Data Analysis across the South West region over the 3 months to 6 December 2016.

Data Analysis Salary Histogram 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 6 December 2016. 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
(Click see detailed
statistics and trends)
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
Wiltshire +29 20 £42,500 - 1
Bristol +11 20 £37,500 -13.29% 4
Devon -15 16 £40,000 +60.00% 1
Gloucestershire -14 8 £40,000 -36.00% 4
Dorset +12 6 £40,000 -8.57% 2
Somerset -4 1 £35,000 -
Data Analysis
England

Data Analysis
Top 30 Related IT Skills in the South West

For the 6 months to 6 December 2016, 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 69 (41.32%) SQL
2 59 (35.33%) Analytical Skills
3 58 (34.73%) Finance
4 49 (29.34%) Degree
5 45 (26.95%) Business Intelligence
6 31 (18.56%) SQL Server
7 25 (14.97%) Computer Science
7 25 (14.97%) Microsoft
7 25 (14.97%) Active Directory
8 23 (13.77%) Python
9 22 (13.17%) Time Management
10 21 (12.57%) Mathematics
10 21 (12.57%) Agile Software Development
10 21 (12.57%) Data Modelling
11 19 (11.38%) Linux
12 18 (10.78%) MS Excel
12 18 (10.78%) Windows
12 18 (10.78%) Marketing
13 17 (10.18%) JavaScript
14 16 (9.58%) Service Delivery
14 16 (9.58%) Java
14 16 (9.58%) Data Warehouse
14 16 (9.58%) BusinessObjects
14 16 (9.58%) Security Cleared
15 15 (8.98%) SAS
16 14 (8.38%) Stakeholder Management
16 14 (8.38%) Retail
16 14 (8.38%) Windows Server
16 14 (8.38%) Big Data
17 13 (7.78%) R

Data Analysis
Top Related 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 15 (8.98%) SAS
2 7 (4.19%) Apache Spark
2 7 (4.19%) Exchange Server 2010
2 7 (4.19%) Jupyter
2 7 (4.19%) MS Exchange
3 6 (3.59%) Apache
4 3 (1.80%) BizTalk Server
4 3 (1.80%) SharePoint
4 3 (1.80%) WebSphere
5 1 (0.60%) Apache Pig
5 1 (0.60%) CMS
5 1 (0.60%) Drupal
5 1 (0.60%) WordPress
Applications
1 18 (10.78%) MS Excel
2 4 (2.40%) SPSS
3 3 (1.80%) MS Office
3 3 (1.80%) MS PowerPoint
4 1 (0.60%) MS Project
Business Applications
1 3 (1.80%) Dynamics CRM
1 3 (1.80%) WebTrends
2 1 (0.60%) Dynamics AX
2 1 (0.60%) SAP Oil and Gas
2 1 (0.60%) SessionCam
Cloud Services
1 5 (2.99%) Amazon AWS
2 3 (1.80%) Microsoft Azure
3 2 (1.20%) IaaS
3 2 (1.20%) PaaS
4 1 (0.60%) Cloud Computing
4 1 (0.60%) SaaS
Communications & Networking
1 8 (4.79%) Internet
2 7 (4.19%) Firewall
2 7 (4.19%) Wi-Fi
3 4 (2.40%) SAN
3 4 (2.40%) Wireless
4 2 (1.20%) DAB
Database & Business Intelligence
1 31 (18.56%) SQL Server
2 16 (9.58%) BusinessObjects
2 16 (9.58%) Data Warehouse
3 14 (8.38%) Big Data
4 13 (7.78%) SQL Server Integration Services
5 11 (6.59%) SQL Server Reporting Services
6 10 (5.99%) MongoDB
6 10 (5.99%) SQL Server 2008
7 7 (4.19%) Hadoop
7 7 (4.19%) NoSQL
7 7 (4.19%) PostgreSQL
8 6 (3.59%) Crystal Reports
9 5 (2.99%) Apache Cassandra
9 5 (2.99%) Relational Database
10 4 (2.40%) Apache Hive
10 4 (2.40%) Data Mining
10 4 (2.40%) MySQL
10 4 (2.40%) QlikView
11 3 (1.80%) Data Mart
11 3 (1.80%) SQL Server Analysis Services
Development Applications
1 7 (4.19%) JIRA
2 6 (3.59%) Git (software)
3 3 (1.80%) Eclipse
3 3 (1.80%) Team Foundation Server
4 1 (0.60%) Babel
4 1 (0.60%) Jasmine
4 1 (0.60%) LabVIEW
4 1 (0.60%) Selenium
4 1 (0.60%) webpack
General
1 58 (34.73%) Finance
2 18 (10.78%) Marketing
3 14 (8.38%) Retail
4 11 (6.59%) Advertising
4 11 (6.59%) Games
5 10 (5.99%) Banking
6 7 (4.19%) Aerospace
6 7 (4.19%) German Language
7 6 (3.59%) Legal
7 6 (3.59%) Retail Banking
8 5 (2.99%) Telecoms
9 3 (1.80%) Manufacturing
10 1 (0.60%) Billing
10 1 (0.60%) Electronics
Job Titles
1 70 (41.92%) Analyst
2 32 (19.16%) Developer
3 31 (18.56%) Data Analyst
4 17 (10.18%) Business Analyst
5 16 (9.58%) Senior Analyst
6 13 (7.78%) Architect
6 13 (7.78%) Business Intelligence Developer
7 12 (7.19%) Senior Business Analyst
8 11 (6.59%) Administrator
8 11 (6.59%) Business Intelligence Analyst
8 11 (6.59%) IT Administrator
8 11 (6.59%) IT Systems Administrator
8 11 (6.59%) Systems Administrator
9 10 (5.99%) Business Data Analyst
9 10 (5.99%) Business Intelligence Data Analyst
9 10 (5.99%) Support Analyst
10 8 (4.79%) Java Developer
11 7 (4.19%) Data Architect
11 7 (4.19%) Information Manager
11 7 (4.19%) Information Security Manager
Libraries, Frameworks & Software Standards
1 9 (5.39%) CSS
1 9 (5.39%) D3.js
1 9 (5.39%) HTML
1 9 (5.39%) HTML5
2 8 (4.79%) CSS3
2 8 (4.79%) jQuery
3 7 (4.19%) Pandas
4 6 (3.59%) Django
4 6 (3.59%) Flask
4 6 (3.59%) Highcharts JS
4 6 (3.59%) Natural Language Processing
4 6 (3.59%) Twitter Bootstrap
5 5 (2.99%) RESTful
6 4 (2.40%) Web Services
6 4 (2.40%) XML
7 3 (1.80%) AngularJS
7 3 (1.80%) Backbone.js
7 3 (1.80%) Ember.js
7 3 (1.80%) React
8 2 (1.20%) Dropwizard
Miscellaneous
1 59 (35.33%) Analytical Skills
2 25 (14.97%) Computer Science
3 21 (12.57%) Mathematics
4 11 (6.59%) Mobile App
5 10 (5.99%) Visualisation
6 9 (5.39%) User Experience
7 7 (4.19%) Statistics
8 6 (3.59%) Economics
9 5 (2.99%) Management Information System
10 4 (2.40%) Credit Risk
10 4 (2.40%) Data Structures
10 4 (2.40%) Digital Media
11 3 (1.80%) Physics
11 3 (1.80%) SWIFT
12 2 (1.20%) Enterprise Software
12 2 (1.20%) Internet of Things
13 1 (0.60%) Animation
13 1 (0.60%) Data Integration
13 1 (0.60%) Driving Licence
13 1 (0.60%) Social Media
Operating Systems
1 19 (11.38%) Linux
2 18 (10.78%) Windows
3 14 (8.38%) Windows Server
4 13 (7.78%) Mac OS X
5 7 (4.19%) Apple iOS
6 3 (1.80%) Unix
7 2 (1.20%) Windows 7
Processes & Methodologies
1 45 (26.95%) Business Intelligence
2 22 (13.17%) Time Management
3 21 (12.57%) Agile Software Development
3 21 (12.57%) Data Modelling
4 16 (9.58%) Service Delivery
5 14 (8.38%) Stakeholder Management
6 12 (7.19%) ETL
6 12 (7.19%) Identity Access Management
6 12 (7.19%) UML
7 11 (6.59%) Machine Learning
8 10 (5.99%) Analytics
8 10 (5.99%) Scrum
8 10 (5.99%) Software Engineering
9 9 (5.39%) ITIL
10 8 (4.79%) Workflow
11 7 (4.19%) Information Security
11 7 (4.19%) Supplier Management
11 7 (4.19%) TOGAF
11 7 (4.19%) Web Design
11 7 (4.19%) Web Development
Programming Languages
1 69 (41.32%) SQL
2 23 (13.77%) Python
3 17 (10.18%) JavaScript
4 16 (9.58%) Java
5 13 (7.78%) MATLAB
5 13 (7.78%) R
6 12 (7.19%) C++
6 12 (7.19%) T-SQL
7 8 (4.79%) PL/SQL
8 6 (3.59%) C
9 4 (2.40%) Scala
10 3 (1.80%) Perl
10 3 (1.80%) PowerShell
11 1 (0.60%) Shell Script
Qualifications
1 49 (29.34%) Degree
2 16 (9.58%) Security Cleared
3 10 (5.99%) DV Cleared
4 7 (4.19%) CISA
4 7 (4.19%) CISM
4 7 (4.19%) CISSP
5 6 (3.59%) PhD
5 6 (3.59%) SC Cleared
5 6 (3.59%) SSCP
6 1 (0.60%) Chartered Engineer
6 1 (0.60%) HNC
6 1 (0.60%) HND
6 1 (0.60%) PMI Certification
6 1 (0.60%) PMP
6 1 (0.60%) PRINCE2 Certification
Quality Assurance & Compliance
1 10 (5.99%) Data Quality
2 9 (5.39%) QA
3 7 (4.19%) COBIT
3 7 (4.19%) Sarbanes-Oxley
3 7 (4.19%) SLA
System Software
1 25 (14.97%) Active Directory
2 11 (6.59%) VMware Infrastructure
3 2 (1.20%) Firmware
Vendors
1 25 (14.97%) Microsoft
2 11 (6.59%) VMware
3 7 (4.19%) Apple
3 7 (4.19%) Oracle
3 7 (4.19%) SAP
4 5 (2.99%) Tableau
5 3 (1.80%) Bloomberg
5 3 (1.80%) IBM
5 3 (1.80%) Informatica
5 3 (1.80%) Remedy
5 3 (1.80%) Reuters
5 3 (1.80%) Salesforce.com
6 2 (1.20%) Cognos
7 1 (0.60%) Facebook
7 1 (0.60%) Mapbox
7 1 (0.60%) Progress
7 1 (0.60%) TIBCO
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Salary: From £0 to £0 per annum Competative Salary + Benefits
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