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 29 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
29 Jul 2016
Same period 2015 Same period 2014
Data Analysis
Rank 147 164 160
Rank change year-on-year
+17 -4
Permanent jobs citing Data Analysis 94 84 82
As % of all permanent IT jobs located in the South West 1.73% 1.44% 1.34%
As % of the Processes & Methodologies category 2.00% 1.67% 1.57%
Number of salaries quoted 74 61 59
Median salary £37,500 £40,000 £40,000
Median salary % change year-on-year
-6.25% -
90% offered a salary of more than £24,900 £27,500 £25,500
10% offered a salary of more than £80,000 £46,377 £58,400
UK excluding London median salary £40,000 £38,000 £39,000
% change year-on-year
+5.26% -2.56%
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
4709 5015 5215
As % of all permanent IT jobs located in the South West 86.75% 86.04% 85.35%
Number of salaries quoted 3929 4236 4267
Median salary £42,500 £40,000 £41,500
Median salary % change year-on-year
+6.25% -3.61%
90% offered a salary of more than £30,000 £27,500 £28,000
10% offered a salary of more than £62,500 £60,000 £60,000
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

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 29 July 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 29 July 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
Devon +31 28 £32,500 - 1
Gloucestershire +9 22 £45,000 +19.20% 2
Bristol +17 20 £32,500 -8.45% 7
Somerset +3 14 £30,000 +5.26%
Wiltshire -3 10 £40,000 - 2
Data Analysis
England

Data Analysis
Top 30 Related IT Skills in the South West

For the 6 months to 29 July 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.

1 120 (50.00%) SQL
2 96 (40.00%) Finance
3 90 (37.50%) Analytical Skills
4 80 (33.33%) Business Intelligence
5 60 (25.00%) SQL Server
6 58 (24.17%) ETL
7 53 (22.08%) Visualisation
8 52 (21.67%) Analytics
8 52 (21.67%) Python
9 51 (21.25%) Oracle
9 51 (21.25%) Big Data
10 46 (19.17%) SAS
11 45 (18.75%) R
12 43 (17.92%) Data Analytics
12 43 (17.92%) Java
13 42 (17.50%) Data Warehouse
13 42 (17.50%) Degree
13 42 (17.50%) Data Visualisation
14 41 (17.08%) Machine Learning
15 40 (16.67%) Microsoft
16 39 (16.25%) SAP
17 38 (15.83%) BusinessObjects
18 37 (15.42%) Security Cleared
19 36 (15.00%) Computer Science
20 31 (12.92%) Management Information System
20 31 (12.92%) Hadoop
21 30 (12.50%) Data Management
22 29 (12.08%) MS Excel
22 29 (12.08%) C
22 29 (12.08%) Apache Spark

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 46 (19.17%) SAS
2 29 (12.08%) Apache Spark
3 24 (10.00%) CMS
4 17 (7.08%) Apache Pig
5 10 (4.17%) BizTalk Server
6 5 (2.08%) Exchange Server 2010
6 5 (2.08%) MS Exchange
6 5 (2.08%) SharePoint
6 5 (2.08%) WebSphere
7 3 (1.25%) IIS
Applications
1 29 (12.08%) MS Excel
2 25 (10.42%) MS Office
3 9 (3.75%) MS PowerPoint
4 7 (2.92%) MS Visio
5 4 (1.67%) SPSS
6 3 (1.25%) MS Project
6 3 (1.25%) Spreadsheet
Business Applications
1 10 (4.17%) Dynamics CRM
2 5 (2.08%) Salesforce.com CRM
3 3 (1.25%) WebTrends
4 2 (0.83%) SAP Oil and Gas
Cloud Services
1 5 (2.08%) Amazon AWS
2 2 (0.83%) SaaS
3 1 (0.42%) Google Analytics
3 1 (0.42%) Google Drive
3 1 (0.42%) Microsoft Azure
Communications & Networking
1 5 (2.08%) Firewall
1 5 (2.08%) Internet
1 5 (2.08%) Wi-Fi
2 1 (0.42%) Radio Access Network
Database & Business Intelligence
1 60 (25.00%) SQL Server
2 51 (21.25%) Big Data
3 42 (17.50%) Data Warehouse
4 38 (15.83%) BusinessObjects
5 31 (12.92%) Hadoop
6 27 (11.25%) Apache Hive
7 26 (10.83%) MongoDB
8 24 (10.00%) BODI
8 24 (10.00%) BusinessObjects Web Intelligence
8 24 (10.00%) Lumira
8 24 (10.00%) Oracle Database
8 24 (10.00%) Oracle Database 11g
8 24 (10.00%) Oracle Database 12c
8 24 (10.00%) SAP BI
8 24 (10.00%) SAP Data Services
8 24 (10.00%) SQLPlus
9 23 (9.58%) MySQL
10 18 (7.50%) QlikView
10 18 (7.50%) SQL Server 2008
11 17 (7.08%) SQL Server Reporting Services
Development Applications
1 24 (10.00%) Toad
2 7 (2.92%) JIRA
3 6 (2.50%) Eclipse
4 2 (0.83%) Team Foundation Server
4 2 (0.83%) Visual Studio
5 1 (0.42%) MSI
General
1 96 (40.00%) Finance
2 26 (10.83%) Banking
3 24 (10.00%) Marketing
4 13 (5.42%) Advertising
5 9 (3.75%) Retail
6 7 (2.92%) Military
7 6 (2.50%) Pharmaceutical
8 5 (2.08%) Games
8 5 (2.08%) Telecoms
9 3 (1.25%) Electronics
10 2 (0.83%) Billing
10 2 (0.83%) German Language
10 2 (0.83%) Manufacturing
11 1 (0.42%) Investment Banking
11 1 (0.42%) Legal
Job Titles
1 101 (42.08%) Analyst
2 59 (24.58%) Developer
3 58 (24.17%) Data Analyst
4 21 (8.75%) Data Scientist
5 20 (8.33%) Applications Support
6 19 (7.92%) Applications Support Analyst
6 19 (7.92%) Support Analyst
7 18 (7.50%) Analyst Developer
8 16 (6.67%) Senior Analyst
9 14 (5.83%) Administrator
9 14 (5.83%) Business Intelligence Analyst
10 12 (5.00%) Developer Analyst
11 11 (4.58%) Business Intelligence Developer
11 11 (4.58%) Chief Technology Officer
11 11 (4.58%) Python Developer
12 10 (4.17%) Banking Analyst
12 10 (4.17%) Django Developer
12 10 (4.17%) Python Web Developer
12 10 (4.17%) Python/Django Developer
12 10 (4.17%) Senior Applications Support Analyst
Libraries, Frameworks & Software Standards
1 21 (8.75%) CSS
1 21 (8.75%) HTML
2 19 (7.92%) XML
3 16 (6.67%) JSON
4 15 (6.25%) Spark Streaming
5 12 (5.00%) CSS3
5 12 (5.00%) D3.js
5 12 (5.00%) HTML5
5 12 (5.00%) jQuery
6 10 (4.17%) Django
6 10 (4.17%) Flask
6 10 (4.17%) Highcharts JS
6 10 (4.17%) Twitter Bootstrap
7 6 (2.50%) Web Services
8 5 (2.08%) .NET
9 4 (1.67%) SAP XI
10 3 (1.25%) ASP.NET
11 2 (0.83%) lodash
11 2 (0.83%) Marionette.js
11 2 (0.83%) React
Miscellaneous
1 90 (37.50%) Analytical Skills
2 53 (22.08%) Visualisation
3 36 (15.00%) Computer Science
4 31 (12.92%) Management Information System
5 18 (7.50%) Credit Risk
6 17 (7.08%) SWIFT
7 14 (5.83%) Mathematics
8 11 (4.58%) Artificial Intelligence
8 11 (4.58%) User Experience
9 9 (3.75%) Statistics
10 7 (2.92%) Mobile App
11 6 (2.50%) Cybercrime
12 4 (1.67%) Algorithms
13 3 (1.25%) Cyberthreat
13 3 (1.25%) Economics
13 3 (1.25%) iPad
14 2 (0.83%) Data Structures
14 2 (0.83%) Digital Media
14 2 (0.83%) Physics
14 2 (0.83%) Security Operations Centre
Operating Systems
1 16 (6.67%) Windows
2 15 (6.25%) Linux
3 12 (5.00%) Windows Server
4 5 (2.08%) Apple iOS
4 5 (2.08%) Mac OS X
Processes & Methodologies
1 80 (33.33%) Business Intelligence
2 58 (24.17%) ETL
3 52 (21.67%) Analytics
4 43 (17.92%) Data Analytics
5 42 (17.50%) Data Visualisation
6 41 (17.08%) Machine Learning
7 30 (12.50%) Data Management
8 26 (10.83%) MapReduce
9 25 (10.42%) Change Control
9 25 (10.42%) ITIL
10 24 (10.00%) Requirements Analysis
10 24 (10.00%) Time Management
11 22 (9.17%) OpenUP
12 20 (8.33%) Software Engineering
13 19 (7.92%) Change Management
14 18 (7.50%) Statistical Modelling
15 17 (7.08%) Big Data Analytics
15 17 (7.08%) User Acceptance Testing
15 17 (7.08%) Wealth Management
16 16 (6.67%) Open Source
Programming Languages
1 120 (50.00%) SQL
2 52 (21.67%) Python
3 45 (18.75%) R
4 43 (17.92%) Java
5 29 (12.08%) C
6 28 (11.67%) C++
6 28 (11.67%) JavaScript
6 28 (11.67%) PL/SQL
6 28 (11.67%) Scala
7 21 (8.75%) MATLAB
8 14 (5.83%) T-SQL
9 8 (3.33%) PowerShell
10 7 (2.92%) C#
10 7 (2.92%) Objective-C
10 7 (2.92%) Ruby
11 4 (1.67%) VB
12 2 (0.83%) PHP
12 2 (0.83%) SAS Macro
12 2 (0.83%) VBA
Qualifications
1 42 (17.50%) Degree
2 37 (15.42%) Security Cleared
3 22 (9.17%) PhD
4 13 (5.42%) DV Cleared
5 12 (5.00%) SC Cleared
6 7 (2.92%) ISTQB
6 7 (2.92%) ISTQB Foundation Certification
7 4 (1.67%) CISA
7 4 (1.67%) CISM
7 4 (1.67%) CISSP
8 2 (0.83%) GCIA
8 2 (0.83%) GCIH
8 2 (0.83%) SANS
9 1 (0.42%) Citrix Certification
9 1 (0.42%) Microsoft Certification
9 1 (0.42%) PRINCE2 Certification
Quality Assurance & Compliance
1 27 (11.25%) SLA
2 9 (3.75%) Data Quality
3 7 (2.92%) QA
4 2 (0.83%) COBIT
4 2 (0.83%) GPG13
4 2 (0.83%) HMG Infosec
4 2 (0.83%) ISO/IEC 27001
4 2 (0.83%) Sarbanes-Oxley
System Software
1 9 (3.75%) Active Directory
2 5 (2.08%) VMware Infrastructure
3 2 (0.83%) Snort
Systems Management
1 2 (0.83%) Nessus
Vendors
1 51 (21.25%) Oracle
2 40 (16.67%) Microsoft
3 39 (16.25%) SAP
4 17 (7.08%) Bloomberg
4 17 (7.08%) Reuters
4 17 (7.08%) Tableau
5 15 (6.25%) TIBCO
6 12 (5.00%) IBM
7 11 (4.58%) Informatica
8 10 (4.17%) Remedy
8 10 (4.17%) Salesforce.com
9 7 (2.92%) Apple
10 6 (2.50%) Ab Initio
10 6 (2.50%) VMware
11 5 (2.08%) Cognos
12 2 (0.83%) ArcSight
12 2 (0.83%) Cloudera
12 2 (0.83%) i2
13 1 (0.42%) Citrix
13 1 (0.42%) Google
Dorset
Initi8 Recruitment
Salary: Client policy is to keep salary private
Posted: 13 hours ago
Bristol, Avon
Novate IT Ltd
Salary: £0.000 per hour
Posted: 2 days ago
Bristol, Avon
Hargreaves Lansdown
Salary: Competitive
Posted: Yesterday
Gloucester, Gloucestershire
ANSON MCCADE
Salary: £60,000 - £100,000
Posted: Yesterday
Gloucester, Gloucestershire
ANSON MCCADE
Salary: £60,000 - £100,000
Posted: Yesterday
Bristol, Avon
Abide Financial
Salary: From £25,000 to £35,000 per annum
Posted: 7 days ago
Exeter, Devon
Senitor Associates
Salary: £30000 - £39000 per annum + Excellent Benefits
Posted: 4 days ago
Bristol, South West, United Kingdom
Hargreaves Lansdown
Salary: Competitive + Benefits
Posted: 4 days ago
Swindon, Wiltshire
Searchability
Salary: £35000 - £42000 per annum + benefits
Posted: 4 days ago
Malmesbury, Wiltshire
Dyson
Posted: 21 days ago