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 28 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
28 Jun 2016
Same period 2015 Same period 2014
Data Analysis
Rank 138 176 165
Rank change year-on-year
+38 -11
Permanent jobs citing Data Analysis 110 72 84
As % of all permanent IT jobs located in the South West 2.10% 1.21% 1.38%
As % of the Processes & Methodologies category 2.40% 1.42% 1.61%
Number of salaries quoted 86 52 62
Median salary £46,000 £37,750 £35,000
Median salary % change year-on-year
+21.85% +7.85%
90% offered a salary of more than £27,000 £27,500 £25,550
10% offered a salary of more than £88,750 £42,500 £59,800
UK excluding London median salary £40,000 £37,500 £37,500
% change year-on-year
+6.66% -
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
4582 5073 5204
As % of all permanent IT jobs located in the South West 87.59% 85.26% 85.49%
Number of salaries quoted 3842 4239 4244
Median salary £42,500 £40,000 £42,000
Median salary % change year-on-year
+6.25% -4.76%
90% offered a salary of more than £30,000 £27,500 £27,500
10% offered a salary of more than £65,000 £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 28 June 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 28 June 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
Bristol +31 29 £42,500 +25.92% 6
Devon +24 27 £80,000 - 1
Somerset +10 20 £30,000 +16.50%
Gloucestershire -5 20 £54,000 +51.04% 1
Wiltshire +5 12 £35,000 -12.50% 1
Data Analysis
England

Data Analysis
Top 30 Related IT Skills in the South West

For the 6 months to 28 June 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.

1 128 (47.41%) SQL
2 101 (37.41%) Finance
3 93 (34.44%) Analytical Skills
4 89 (32.96%) Business Intelligence
5 69 (25.56%) ETL
6 62 (22.96%) SQL Server
7 61 (22.59%) Visualisation
8 59 (21.85%) Oracle
9 56 (20.74%) Python
10 53 (19.63%) Microsoft
10 53 (19.63%) Big Data
11 52 (19.26%) Data Visualisation
11 52 (19.26%) Analytics
12 51 (18.89%) SAS
13 50 (18.52%) R
14 49 (18.15%) Data Warehouse
15 48 (17.78%) Degree
16 46 (17.04%) Java
16 46 (17.04%) SAP
17 44 (16.30%) Data Analytics
18 43 (15.93%) Machine Learning
18 43 (15.93%) Security Cleared
19 42 (15.56%) BusinessObjects
20 38 (14.07%) Banking
21 36 (13.33%) C
22 35 (12.96%) MS Excel
22 35 (12.96%) Management Information System
23 34 (12.59%) Computer Science
24 33 (12.22%) MS Office
24 33 (12.22%) ITIL

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 51 (18.89%) SAS
2 30 (11.11%) CMS
3 28 (10.37%) Apache Spark
4 17 (6.30%) Apache Pig
5 10 (3.70%) BizTalk Server
6 8 (2.96%) IIS
6 8 (2.96%) SharePoint
7 5 (1.85%) WebSphere
8 2 (0.74%) Exchange Server 2010
8 2 (0.74%) MS Exchange
Applications
1 35 (12.96%) MS Excel
2 33 (12.22%) MS Office
3 9 (3.33%) MS PowerPoint
4 7 (2.59%) MS Visio
5 4 (1.48%) SPSS
6 3 (1.11%) MS Project
6 3 (1.11%) Spreadsheet
Business Applications
1 10 (3.70%) Dynamics CRM
2 5 (1.85%) Salesforce.com CRM
3 2 (0.74%) Dynamics AX
3 2 (0.74%) SAP Oil and Gas
4 1 (0.37%) Cognos Business Intelligence
Cloud Services
1 5 (1.85%) Amazon AWS
2 4 (1.48%) SaaS
3 1 (0.37%) Google Analytics
3 1 (0.37%) Google Drive
3 1 (0.37%) Microsoft Azure
Communications & Networking
1 5 (1.85%) Internet
2 4 (1.48%) Firewall
3 2 (0.74%) Wi-Fi
4 1 (0.37%) Radio Access Network
Database & Business Intelligence
1 62 (22.96%) SQL Server
2 53 (19.63%) Big Data
3 49 (18.15%) Data Warehouse
4 42 (15.56%) BusinessObjects
5 32 (11.85%) BODI
5 32 (11.85%) Oracle Database
5 32 (11.85%) Oracle Database 11g
5 32 (11.85%) SAP Data Services
5 32 (11.85%) SQLPlus
6 30 (11.11%) BusinessObjects Web Intelligence
6 30 (11.11%) Hadoop
6 30 (11.11%) Lumira
6 30 (11.11%) Oracle Database 12c
6 30 (11.11%) SAP BI
7 27 (10.00%) Apache Hive
8 26 (9.63%) MongoDB
9 24 (8.89%) MySQL
10 23 (8.52%) QlikView
11 22 (8.15%) SQL Server 2008
12 19 (7.04%) SQL Server Reporting Services
Development Applications
1 32 (11.85%) Toad
2 13 (4.81%) JIRA
3 5 (1.85%) Eclipse
3 5 (1.85%) MSI
4 2 (0.74%) Team Foundation Server
4 2 (0.74%) Visual Studio
General
1 101 (37.41%) Finance
2 38 (14.07%) Banking
3 24 (8.89%) Marketing
4 12 (4.44%) Retail
5 11 (4.07%) Advertising
6 7 (2.59%) Investment Banking
6 7 (2.59%) Military
7 6 (2.22%) Pharmaceutical
8 5 (1.85%) Electronics
8 5 (1.85%) Telecoms
9 4 (1.48%) Manufacturing
10 2 (0.74%) Billing
10 2 (0.74%) Games
11 1 (0.37%) Legal
Job Titles
1 119 (44.07%) Analyst
2 60 (22.22%) Developer
3 55 (20.37%) Data Analyst
4 29 (10.74%) Applications Support
5 28 (10.37%) Applications Support Analyst
5 28 (10.37%) Support Analyst
6 22 (8.15%) Data Scientist
7 18 (6.67%) Analyst Developer
8 15 (5.56%) Business Analyst
9 14 (5.19%) Senior Analyst
10 12 (4.44%) Administrator
10 12 (4.44%) Business Intelligence Developer
10 12 (4.44%) Developer Analyst
11 11 (4.07%) Chief Technology Officer
11 11 (4.07%) Software Developer
12 10 (3.70%) Banking Analyst
12 10 (3.70%) Business Intelligence Analyst
12 10 (3.70%) Senior Applications Support Analyst
12 10 (3.70%) Senior Developer
12 10 (3.70%) Senior Support Analyst
Libraries, Frameworks & Software Standards
1 21 (7.78%) CSS
1 21 (7.78%) HTML
2 18 (6.67%) XML
3 16 (5.93%) JSON
4 15 (5.56%) Spark Streaming
5 10 (3.70%) D3.js
6 8 (2.96%) CSS3
6 8 (2.96%) Django
6 8 (2.96%) Highcharts JS
6 8 (2.96%) HTML5
6 8 (2.96%) jQuery
6 8 (2.96%) Twitter Bootstrap
7 7 (2.59%) Flask
8 6 (2.22%) .NET
9 5 (1.85%) Web Services
10 4 (1.48%) SAP XI
11 3 (1.11%) ASP.NET
12 1 (0.37%) Ruby on Rails
12 1 (0.37%) XSD
Miscellaneous
1 93 (34.44%) Analytical Skills
2 61 (22.59%) Visualisation
3 35 (12.96%) Management Information System
4 34 (12.59%) Computer Science
5 24 (8.89%) Credit Risk
6 21 (7.78%) SWIFT
7 18 (6.67%) Mathematics
8 12 (4.44%) Statistics
9 11 (4.07%) Artificial Intelligence
9 11 (4.07%) Mobile App
10 9 (3.33%) User Experience
11 7 (2.59%) Hedge funds
12 6 (2.22%) Algorithms
12 6 (2.22%) Cybercrime
12 6 (2.22%) Cyberthreat
12 6 (2.22%) Security Operations Centre
13 3 (1.11%) Economics
13 3 (1.11%) iPad
14 2 (0.74%) Data Conversion
14 2 (0.74%) Physics
Operating Systems
1 17 (6.30%) Windows
2 11 (4.07%) Linux
3 9 (3.33%) Windows Server
4 2 (0.74%) Apple iOS
4 2 (0.74%) Mac OS X
Processes & Methodologies
1 89 (32.96%) Business Intelligence
2 69 (25.56%) ETL
3 52 (19.26%) Analytics
3 52 (19.26%) Data Visualisation
4 44 (16.30%) Data Analytics
5 43 (15.93%) Machine Learning
6 33 (12.22%) ITIL
7 32 (11.85%) Change Control
7 32 (11.85%) Requirements Analysis
8 31 (11.48%) Data Management
9 28 (10.37%) Time Management
10 26 (9.63%) MapReduce
11 25 (9.26%) Change Management
12 24 (8.89%) Software Engineering
13 22 (8.15%) OpenUP
14 21 (7.78%) User Acceptance Testing
14 21 (7.78%) Wealth Management
15 20 (7.41%) Service Delivery
16 19 (7.04%) Mentoring
17 18 (6.67%) Statistical Modelling
Programming Languages
1 128 (47.41%) SQL
2 56 (20.74%) Python
3 50 (18.52%) R
4 46 (17.04%) Java
5 36 (13.33%) C
6 32 (11.85%) PL/SQL
7 31 (11.48%) C++
8 28 (10.37%) Scala
9 25 (9.26%) MATLAB
10 24 (8.89%) JavaScript
11 12 (4.44%) Ruby
11 12 (4.44%) T-SQL
12 11 (4.07%) C#
12 11 (4.07%) Objective-C
12 11 (4.07%) VB
13 8 (2.96%) PowerShell
14 4 (1.48%) VBA
15 3 (1.11%) PHP
16 2 (0.74%) SAS Macro
17 1 (0.37%) Pascal
Qualifications
1 48 (17.78%) Degree
2 43 (15.93%) Security Cleared
3 21 (7.78%) PhD
4 17 (6.30%) SC Cleared
5 13 (4.81%) DV Cleared
6 11 (4.07%) ISTQB
6 11 (4.07%) ISTQB Foundation Certification
7 5 (1.85%) Citrix Certification
7 5 (1.85%) Microsoft Certification
8 4 (1.48%) CISA
8 4 (1.48%) CISM
8 4 (1.48%) CISSP
8 4 (1.48%) GCIA
8 4 (1.48%) GCIH
8 4 (1.48%) SANS
Quality Assurance & Compliance
1 31 (11.48%) SLA
2 11 (4.07%) QA
3 9 (3.33%) HMG Infosec
4 6 (2.22%) Data Quality
4 6 (2.22%) GPG13
4 6 (2.22%) ISO/IEC 27001
5 2 (0.74%) AIFMD
5 2 (0.74%) UCITS
System Software
1 6 (2.22%) Snort
2 2 (0.74%) Active Directory
2 2 (0.74%) VMware Infrastructure
Systems Management
1 4 (1.48%) Nessus
Vendors
1 59 (21.85%) Oracle
2 53 (19.63%) Microsoft
3 46 (17.04%) SAP
4 21 (7.78%) Bloomberg
4 21 (7.78%) Reuters
5 20 (7.41%) Tableau
6 15 (5.56%) TIBCO
7 13 (4.81%) IBM
8 11 (4.07%) Apple
8 11 (4.07%) Informatica
9 10 (3.70%) Remedy
9 10 (3.70%) Salesforce.com
10 7 (2.59%) VMware
11 6 (2.22%) Ab Initio
11 6 (2.22%) ArcSight
11 6 (2.22%) Cognos
12 5 (1.85%) Citrix
13 2 (0.74%) Cloudera
13 2 (0.74%) Hyperion
13 2 (0.74%) i2
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