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 20 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
20 Feb 2017
Same period 2016 Same period 2015
Data Analysis
England / South West
Rank 170 119 158
Rank change year-on-year
-51 +39
Permanent jobs citing Data Analysis 59 150 84
As % of all permanent IT jobs located in the South West 1.17% 2.61% 1.42%
As % of the Processes & Methodologies category 1.31% 2.95% 1.62%
Number of salaries quoted 52 86 54
Median salary £37,500 £41,000 £36,000
Median salary % change year-on-year
-8.53% +13.88%
90% offered a salary of more than £27,500 £27,500 £27,500
10% offered a salary of more than £45,000 £61,250 £45,000
UK excluding London median salary £40,000 £40,000 £37,500
% change year-on-year
- +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
4507 5089 5198
As % of all permanent IT jobs located in the South West 89.09% 88.70% 87.60%
Number of salaries quoted 3684 4198 4356
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 £29,000 £28,000
10% offered a salary of more than £62,500 £59,100 £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 20 February 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 20 February 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 +27 23 £40,000 +50.94% 3
Bristol -14 11 £31,652 -44.95% 5
Devon -15 10 £28,750 -33.52% 1
Wiltshire -3 8 £43,000 -14.00% 2
Gloucestershire -3 7 £37,500 -16.66%
Data Analysis
England

Data Analysis
Top 30 Related IT Skills in the South West

For the 6 months to 20 February 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 47 (35.34%) SQL
1 47 (35.34%) Degree
2 30 (22.56%) Time Management
2 30 (22.56%) Agile Software Development
3 29 (21.80%) Finance
4 28 (21.05%) Business Intelligence
4 28 (21.05%) Microsoft
5 27 (20.30%) Analytical Skills
6 23 (17.29%) MS Excel
7 21 (15.79%) Active Directory
7 21 (15.79%) Mobile App
8 20 (15.04%) Data Modelling
8 20 (15.04%) Windows
8 20 (15.04%) SQL Server
9 18 (13.53%) Java
10 17 (12.78%) Web Design
10 17 (12.78%) Mathematics
11 16 (12.03%) Refactoring
11 16 (12.03%) Continuous Integration
11 16 (12.03%) TDD
11 16 (12.03%) Pair Programming
11 16 (12.03%) Git (software)
11 16 (12.03%) MongoDB
11 16 (12.03%) NoSQL
11 16 (12.03%) Natural Language Processing
11 16 (12.03%) Machine Learning
11 16 (12.03%) Big Data
11 16 (12.03%) Extreme Programming
11 16 (12.03%) Service Delivery
11 16 (12.03%) Linux

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 10 (7.52%) SAS
2 7 (5.26%) Jupyter
3 6 (4.51%) Apache
4 3 (2.26%) SharePoint
5 2 (1.50%) Apache Spark
5 2 (1.50%) Mule
6 1 (0.75%) CMS
6 1 (0.75%) Confluence
6 1 (0.75%) Drupal
6 1 (0.75%) Exchange Server 2010
6 1 (0.75%) MS Exchange
6 1 (0.75%) WordPress
Applications
1 23 (17.29%) MS Excel
2 5 (3.76%) MS Office
3 4 (3.01%) SPSS
4 3 (2.26%) MS PowerPoint
5 1 (0.75%) MS Project
Business Applications
1 2 (1.50%) SAP Oil and Gas
2 1 (0.75%) Dynamics AX
2 1 (0.75%) SessionCam
Cloud Services
1 4 (3.01%) Amazon AWS
2 3 (2.26%) Microsoft Azure
3 2 (1.50%) Amazon EMR
3 2 (1.50%) IaaS
3 2 (1.50%) PaaS
4 1 (0.75%) Cloud Computing
4 1 (0.75%) Office 365
Communications & Networking
1 11 (8.27%) SAN
1 11 (8.27%) Wireless
2 4 (3.01%) Internet
3 2 (1.50%) DAB
4 1 (0.75%) Firewall
4 1 (0.75%) Wi-Fi
Database & Business Intelligence
1 20 (15.04%) SQL Server
2 16 (12.03%) Big Data
2 16 (12.03%) MongoDB
2 16 (12.03%) NoSQL
3 14 (10.53%) SQL Server Integration Services
4 12 (9.02%) Data Warehouse
4 12 (9.02%) SQL Server Reporting Services
5 10 (7.52%) SQL Server 2008
6 8 (6.02%) Relational Database
7 7 (5.26%) MySQL
7 7 (5.26%) PostgreSQL
8 6 (4.51%) SQL Server 2012
9 4 (3.01%) FileMaker
9 4 (3.01%) Hadoop
9 4 (3.01%) QlikView
10 3 (2.26%) BusinessObjects
10 3 (2.26%) SQL Server Analysis Services
11 2 (1.50%) Apache Cassandra
11 2 (1.50%) Crystal Reports
11 2 (1.50%) Data Mining
Development Applications
1 16 (12.03%) Git (software)
2 8 (6.02%) JIRA
3 2 (1.50%) RStudio
4 1 (0.75%) Babel
4 1 (0.75%) Jasmine
4 1 (0.75%) LabVIEW
4 1 (0.75%) Selenium
4 1 (0.75%) webpack
General
1 29 (21.80%) Finance
2 13 (9.77%) Retail
3 12 (9.02%) Games
4 10 (7.52%) Banking
5 9 (6.77%) Marketing
6 8 (6.02%) Retail Banking
7 7 (5.26%) Aerospace
8 6 (4.51%) Electronics
8 6 (4.51%) Legal
9 4 (3.01%) Advertising
9 4 (3.01%) Manufacturing
10 3 (2.26%) Telecoms
11 1 (0.75%) Billing
Job Titles
1 45 (33.83%) Analyst
2 30 (22.56%) Developer
3 16 (12.03%) Architect
4 15 (11.28%) Agile Developer
4 15 (11.28%) Java Developer
5 14 (10.53%) Agile Java Developer
5 14 (10.53%) Business Analyst
6 12 (9.02%) Administrator
6 12 (9.02%) Data Analyst
6 12 (9.02%) IT Administrator
6 12 (9.02%) IT Systems Administrator
6 12 (9.02%) Systems Administrator
7 10 (7.52%) Data Architect
8 9 (6.77%) Business Intelligence Architect
8 9 (6.77%) Support Analyst
9 8 (6.02%) Business Intelligence Developer
10 7 (5.26%) Business Architect
10 7 (5.26%) Senior Analyst
10 7 (5.26%) Senior Business Analyst
11 6 (4.51%) Applications Support
Libraries, Frameworks & Software Standards
1 16 (12.03%) Natural Language Processing
2 15 (11.28%) RESTful
3 7 (5.26%) Pandas
4 6 (4.51%) CSS
4 6 (4.51%) HTML
5 4 (3.01%) .NET
5 4 (3.01%) ASP.NET
6 3 (2.26%) XML
7 2 (1.50%) AngularJS
7 2 (1.50%) Backbone.js
7 2 (1.50%) D3.js
7 2 (1.50%) Dropwizard
7 2 (1.50%) HTML5
7 2 (1.50%) React
8 1 (0.75%) Aurelia
8 1 (0.75%) Browserify
8 1 (0.75%) Ember.js
8 1 (0.75%) Leaflet
8 1 (0.75%) Sass
8 1 (0.75%) Vue.js
Miscellaneous
1 27 (20.30%) Analytical Skills
2 21 (15.79%) Mobile App
3 9 (6.77%) Computer Science
4 5 (3.76%) Enterprise Software
5 2 (1.50%) Driving Licence
5 2 (1.50%) Internet of Things
5 2 (1.50%) Management Information System
5 2 (1.50%) User Experience
6 1 (0.75%) Animation
6 1 (0.75%) Data Structures
Operating Systems
1 20 (15.04%) Windows
2 16 (12.03%) Linux
3 14 (10.53%) Mac OS X
4 13 (9.77%) Windows Server
5 3 (2.26%) Unix
6 2 (1.50%) Windows 7
7 1 (0.75%) Apple iOS
7 1 (0.75%) Mac OS
Processes & Methodologies
1 30 (22.56%) Agile Software Development
1 30 (22.56%) Time Management
2 28 (21.05%) Business Intelligence
3 20 (15.04%) Data Modelling
4 17 (12.78%) Mathematics
4 17 (12.78%) Web Design
5 16 (12.03%) Continuous Integration
5 16 (12.03%) DevOps
5 16 (12.03%) Extreme Programming
5 16 (12.03%) Machine Learning
5 16 (12.03%) Mentoring
5 16 (12.03%) OO
5 16 (12.03%) Pair Programming
5 16 (12.03%) Refactoring
5 16 (12.03%) Service Delivery
5 16 (12.03%) TDD
6 11 (8.27%) UML
6 11 (8.27%) Virtual Environments
7 10 (7.52%) ETL
7 10 (7.52%) Scrum
Programming Languages
1 47 (35.34%) SQL
2 18 (13.53%) Java
3 13 (9.77%) JavaScript
4 11 (8.27%) Python
4 11 (8.27%) R
4 11 (8.27%) T-SQL
5 9 (6.77%) MATLAB
6 8 (6.02%) PHP
7 6 (4.51%) C#
8 5 (3.76%) C
9 4 (3.01%) C++
9 4 (3.01%) PL/SQL
10 2 (1.50%) Perl
11 1 (0.75%) Shell Script
Qualifications
1 47 (35.34%) Degree
2 10 (7.52%) Security Cleared
3 8 (6.02%) DV Cleared
4 6 (4.51%) SSCP
5 2 (1.50%) Chartered Engineer
5 2 (1.50%) PhD
6 1 (0.75%) HNC
6 1 (0.75%) HND
6 1 (0.75%) ITIL Certification
6 1 (0.75%) PMI Certification
6 1 (0.75%) PMP
6 1 (0.75%) SC Cleared
Quality Assurance & Compliance
1 9 (6.77%) QA
2 5 (3.76%) Data Quality
3 4 (3.01%) SLA
System Software
1 21 (15.79%) Active Directory
2 12 (9.02%) VMware Infrastructure
3 2 (1.50%) Firmware
4 1 (0.75%) vSphere
Vendors
1 28 (21.05%) Microsoft
2 13 (9.77%) VMware
3 9 (6.77%) Oracle
4 7 (5.26%) Apple
5 4 (3.01%) SAP
6 3 (2.26%) Tableau
7 2 (1.50%) IBM
8 1 (0.75%) Cognos
8 1 (0.75%) Mapbox
8 1 (0.75%) Progress
Swindon, Wiltshire
Evolution Recruitment Solutions
Salary: Excellent
Posted: 13 hours ago
Bristol, Avon
Asset Resourcing Ltd
Salary: £45000 - £50000 per annum + Benefits
Posted: 11 hours ago
Bristol, Avon
People Source Consulting
Salary: £22000 - £28000 per annum
Posted: 6 hours ago
Bristol
Nigel Frank International
Salary: £45000 per annum
Posted: 4 days ago
Devon
itecopeople
Salary: £30000 - £40000 per annum + Good benefits package
Posted: 3 days ago
Bristol, Avon
Bristol Airport
Salary: From £50,000 to £60,000 per annum
Posted: 4 days ago
Poole, Dorset
Spectrum IT Recruitment (South) Ltd
Salary: £30000 - £50000 per annum + Benefits & Bonus
Posted: 5 days ago
Chippenham, Wiltshire
Meridian Business Support Ltd
Salary: From £45,000 to £55,000 per annum + Extensive Benefits
Posted: 4 days ago
Bournemouth
Fixed Recruitment Ltd
Salary: £22000 - £30000 per annum + Benefits
Posted: 11 days ago
Poole
Hays Specialist Recruitment Ltd
Salary: £25000 - £33000 per annum + Package
Posted: 12 days ago