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 17 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
17 Jan 2017
Same period 2016 Same period 2015
Data Analysis
England / South West
Rank 174 132 163
Rank change year-on-year
-42 +31
Permanent jobs citing Data Analysis 53 113 91
As % of all permanent IT jobs located in the South West 1.07% 2.06% 1.53%
As % of the Processes & Methodologies category 1.21% 2.32% 1.77%
Number of salaries quoted 44 61 64
Median salary £40,000 £40,500 £35,000
Median salary % change year-on-year
-1.23% +15.71%
90% offered a salary of more than £23,000 £27,500 £27,890
10% offered a salary of more than £51,750 £55,000 £42,500
UK excluding London median salary £41,500 £40,000 £37,500
% change year-on-year
+3.75% +6.66%

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
4379 4881 5155
As % of all permanent IT jobs located in the South West 88.18% 89.02% 86.89%
Number of salaries quoted 3591 4130 4311
Median salary £43,000 £42,500 £40,000
Median salary % change year-on-year
+1.17% +6.25%
90% offered a salary of more than £30,000 £30,000 £28,250
10% offered a salary of more than £65,000 £60,000 £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 17 January 2017.

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 17 January 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
Dorset +22 18 £40,000 +8.10% 4
Devon -19 12 £28,750 -28.12%
Bristol -8 11 £27,500 -38.88% 2
Wiltshire +10 8 £39,500 +36.20% 2
Gloucestershire -22 4 £43,000 -4.44% 2
Data Analysis
England

Data Analysis
Top 30 Related IT Skills in the South West

For the 6 months to 17 January 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 55 (39.01%) SQL
2 48 (34.04%) Degree
3 45 (31.91%) Analytical Skills
4 39 (27.66%) Finance
5 31 (21.99%) Business Intelligence
6 24 (17.02%) Microsoft
6 24 (17.02%) SQL Server
6 24 (17.02%) Agile Software Development
7 23 (16.31%) Time Management
8 22 (15.60%) Active Directory
8 22 (15.60%) MS Excel
9 18 (12.77%) Data Modelling
9 18 (12.77%) Windows
10 17 (12.06%) Mathematics
10 17 (12.06%) Computer Science
11 16 (11.35%) Linux
11 16 (11.35%) Mobile App
12 15 (10.64%) Java
13 14 (9.93%) JavaScript
13 14 (9.93%) SQL Server Integration Services
14 13 (9.22%) Security Cleared
14 13 (9.22%) Python
14 13 (9.22%) Service Delivery
14 13 (9.22%) Stakeholder Management
14 13 (9.22%) Big Data
15 12 (8.51%) Mentoring
15 12 (8.51%) Web Design
15 12 (8.51%) Data Warehouse
15 12 (8.51%) Mac OS X
15 12 (8.51%) T-SQL

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 11 (7.80%) SAS
2 7 (4.96%) Jupyter
3 6 (4.26%) Apache
4 3 (2.13%) Exchange Server 2010
4 3 (2.13%) MS Exchange
4 3 (2.13%) SharePoint
5 2 (1.42%) Apache Spark
6 1 (0.71%) CMS
6 1 (0.71%) Drupal
6 1 (0.71%) WordPress
Applications
1 22 (15.60%) MS Excel
2 4 (2.84%) MS Office
3 3 (2.13%) MS PowerPoint
4 2 (1.42%) SPSS
5 1 (0.71%) MS Project
Business Applications
1 1 (0.71%) Dynamics AX
1 1 (0.71%) SAP Oil and Gas
1 1 (0.71%) SessionCam
1 1 (0.71%) WebTrends
Cloud Services
1 2 (1.42%) Amazon AWS
1 2 (1.42%) IaaS
1 2 (1.42%) Microsoft Azure
1 2 (1.42%) PaaS
2 1 (0.71%) Cloud Computing
Communications & Networking
1 7 (4.96%) SAN
1 7 (4.96%) Wireless
2 4 (2.84%) Internet
3 3 (2.13%) Firewall
3 3 (2.13%) Wi-Fi
4 2 (1.42%) DAB
Database & Business Intelligence
1 24 (17.02%) SQL Server
2 14 (9.93%) SQL Server Integration Services
3 13 (9.22%) Big Data
4 12 (8.51%) Data Warehouse
4 12 (8.51%) SQL Server Reporting Services
5 11 (7.80%) MongoDB
5 11 (7.80%) NoSQL
6 10 (7.09%) SQL Server 2008
7 7 (4.96%) BusinessObjects
7 7 (4.96%) PostgreSQL
8 5 (3.55%) Relational Database
9 4 (2.84%) MySQL
9 4 (2.84%) SQL Server 2012
10 3 (2.13%) Crystal Reports
10 3 (2.13%) QlikView
11 2 (1.42%) Apache Cassandra
11 2 (1.42%) FileMaker
11 2 (1.42%) Hadoop
11 2 (1.42%) HBase
11 2 (1.42%) SQL Server Analysis Services
Development Applications
1 11 (7.80%) Git (software)
2 7 (4.96%) JIRA
3 2 (1.42%) Eclipse
4 1 (0.71%) Babel
4 1 (0.71%) Jasmine
4 1 (0.71%) LabVIEW
4 1 (0.71%) Selenium
4 1 (0.71%) Team Foundation Server
4 1 (0.71%) webpack
General
1 39 (27.66%) Finance
2 10 (7.09%) Games
2 10 (7.09%) Retail
3 9 (6.38%) Marketing
4 8 (5.67%) Banking
5 7 (4.96%) Aerospace
5 7 (4.96%) German Language
6 6 (4.26%) Legal
6 6 (4.26%) Retail Banking
7 5 (3.55%) Advertising
7 5 (3.55%) Telecoms
8 3 (2.13%) Electronics
8 3 (2.13%) Manufacturing
9 1 (0.71%) Billing
Job Titles
1 51 (36.17%) Analyst
2 30 (21.28%) Developer
3 18 (12.77%) Data Analyst
4 15 (10.64%) Business Analyst
5 13 (9.22%) Architect
6 12 (8.51%) Java Developer
7 10 (7.09%) Administrator
7 10 (7.09%) Agile Developer
7 10 (7.09%) Business Intelligence Developer
7 10 (7.09%) IT Administrator
7 10 (7.09%) IT Systems Administrator
7 10 (7.09%) Senior Analyst
7 10 (7.09%) Senior Business Analyst
7 10 (7.09%) Systems Administrator
8 9 (6.38%) Agile Java Developer
9 7 (4.96%) Business Intelligence Architect
9 7 (4.96%) Data Architect
9 7 (4.96%) Information Manager
9 7 (4.96%) Information Security Manager
9 7 (4.96%) Security Manager
Libraries, Frameworks & Software Standards
1 11 (7.80%) Natural Language Processing
2 10 (7.09%) RESTful
3 7 (4.96%) CSS
3 7 (4.96%) HTML
3 7 (4.96%) Pandas
4 5 (3.55%) D3.js
4 5 (3.55%) HTML5
5 4 (2.84%) .NET
5 4 (2.84%) AngularJS
5 4 (2.84%) ASP.NET
5 4 (2.84%) Backbone.js
5 4 (2.84%) React
6 3 (2.13%) CSS3
6 3 (2.13%) Ember.js
6 3 (2.13%) jQuery
6 3 (2.13%) XML
7 2 (1.42%) Dropwizard
7 2 (1.42%) lodash
7 2 (1.42%) Marionette.js
8 1 (0.71%) Aurelia
Miscellaneous
1 45 (31.91%) Analytical Skills
2 17 (12.06%) Computer Science
2 17 (12.06%) Mathematics
3 16 (11.35%) Mobile App
4 5 (3.55%) Statistics
5 4 (2.84%) Data Structures
5 4 (2.84%) Digital Media
5 4 (2.84%) Economics
5 4 (2.84%) Visualisation
6 3 (2.13%) User Experience
7 2 (1.42%) Enterprise Software
7 2 (1.42%) Internet of Things
7 2 (1.42%) Management Information System
7 2 (1.42%) Physics
8 1 (0.71%) Animation
8 1 (0.71%) Data Integration
8 1 (0.71%) Driving Licence
8 1 (0.71%) Social Media
Operating Systems
1 18 (12.77%) Windows
2 16 (11.35%) Linux
3 12 (8.51%) Mac OS X
4 10 (7.09%) Windows Server
5 3 (2.13%) Apple iOS
5 3 (2.13%) Unix
6 2 (1.42%) Windows 7
Processes & Methodologies
1 31 (21.99%) Business Intelligence
2 24 (17.02%) Agile Software Development
3 23 (16.31%) Time Management
4 18 (12.77%) Data Modelling
5 13 (9.22%) Service Delivery
5 13 (9.22%) Stakeholder Management
6 12 (8.51%) Mentoring
6 12 (8.51%) Web Design
7 11 (7.80%) Continuous Integration
7 11 (7.80%) DevOps
7 11 (7.80%) Extreme Programming
7 11 (7.80%) Machine Learning
7 11 (7.80%) OO
7 11 (7.80%) Pair Programming
7 11 (7.80%) Refactoring
7 11 (7.80%) TDD
7 11 (7.80%) UML
8 10 (7.09%) Identity Access Management
9 9 (6.38%) ETL
9 9 (6.38%) Scrum
Programming Languages
1 55 (39.01%) SQL
2 15 (10.64%) Java
3 14 (9.93%) JavaScript
4 13 (9.22%) Python
5 12 (8.51%) T-SQL
6 9 (6.38%) MATLAB
6 9 (6.38%) R
7 7 (4.96%) C++
8 6 (4.26%) PHP
9 5 (3.55%) C
9 5 (3.55%) PL/SQL
10 4 (2.84%) C#
11 3 (2.13%) Perl
12 1 (0.71%) Shell Script
Qualifications
1 48 (34.04%) Degree
2 13 (9.22%) Security Cleared
3 10 (7.09%) DV Cleared
4 7 (4.96%) CISA
4 7 (4.96%) CISM
4 7 (4.96%) CISSP
5 6 (4.26%) SSCP
6 4 (2.84%) SC Cleared
7 2 (1.42%) Chartered Engineer
7 2 (1.42%) PhD
8 1 (0.71%) HNC
8 1 (0.71%) HND
8 1 (0.71%) PMI Certification
8 1 (0.71%) PMP
Quality Assurance & Compliance
1 9 (6.38%) QA
2 8 (5.67%) Data Quality
3 7 (4.96%) COBIT
3 7 (4.96%) Sarbanes-Oxley
4 3 (2.13%) SLA
System Software
1 22 (15.60%) Active Directory
2 10 (7.09%) VMware Infrastructure
3 2 (1.42%) Firmware
Vendors
1 24 (17.02%) Microsoft
2 10 (7.09%) VMware
3 7 (4.96%) Apple
4 6 (4.26%) Oracle
5 4 (2.84%) SAP
6 3 (2.13%) Tableau
7 2 (1.42%) Cognos
8 1 (0.71%) Facebook
8 1 (0.71%) Mapbox
8 1 (0.71%) Progress
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