The table below looks at the statistics for Data Analysis skills in IT jobs advertised for the South Wales region. Included is a guide to the salaries offered in IT jobs that have cited Data Analysis over the 3 months to 28 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
28 Jul 2016
Same period 2015 Same period 2014
Data Analysis
Rank 65 88 85
Rank change year-on-year
+23 -3
Permanent jobs citing Data Analysis 30 11 11
As % of all permanent IT jobs located in South Wales 2.66% 0.89% 0.97%
As % of the Processes & Methodologies category 3.18% 1.06% 1.24%
Number of salaries quoted 30 8 10
Median salary £33,750 £31,979 £39,000
Median salary % change year-on-year
+5.53% -18.00%
90% offered a salary of more than £25,000 £26,150 £21,500
10% offered a salary of more than £50,000 £52,500 £45,000
UK excluding London median salary £40,000 £38,000 £38,625
% change year-on-year
+5.26% -1.61%
Data Analysis
Wales

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 Wales region.

Processes & Methodologies Category
South Wales
Permanent IT job ads with a match in the
Processes & Methodologies category
942 1038 888
As % of all permanent IT jobs located in South Wales 83.58% 83.57% 78.38%
Number of salaries quoted 839 869 790
Median salary £40,000 £37,500 £36,000
Median salary % change year-on-year
+6.66% +4.16%
90% offered a salary of more than £26,000 £27,500 £27,500
10% offered a salary of more than £55,000 £52,500 £55,000
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 South Wales

The demand trend of job ads across the South Wales 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 South Wales

Data Analysis
Salary Trend in South Wales

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Analysis across the South Wales region.

Data Analysis Salary Trend in South Wales

Data Analysis
Salary Histogram in South Wales

This chart provides a salary histogram for IT jobs citing Data Analysis across the South Wales region over the 3 months to 28 July 2016.

Data Analysis Salary Histogram in South Wales

Data Analysis
Job Locations in South Wales

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 Wales region over the 3 months to 28 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
Cardiff +28 21 £35,000 +18.64% 1
Vale of Glamorgan +1 2 £25,000 -52.38%
Bridgend - 2 £25,000 -
Caerphilly - 2 £47,500 -
Newport +5 1 £37,500 +17.26%
Data Analysis
Wales

Data Analysis
Top 30 Related IT Skills in South Wales

For the 6 months to 28 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 Wales region with a requirement for Data Analysis.

1 35 (44.87%) SQL
2 34 (43.59%) Agile Software Development
3 20 (25.64%) C++
3 20 (25.64%) Analytics
4 19 (24.36%) SQL Server
4 19 (24.36%) Software Engineering
5 18 (23.08%) Finance
5 18 (23.08%) Python
5 18 (23.08%) SDLC
5 18 (23.08%) Machine Learning
6 17 (21.79%) Computer Science
7 15 (19.23%) Data Warehouse
7 15 (19.23%) SQL Server Integration Services
7 15 (19.23%) Data Transformation
8 14 (17.95%) BPSS Clearance
8 14 (17.95%) Statistics
8 14 (17.95%) Data Migration
8 14 (17.95%) Data Mapping
8 14 (17.95%) Migration
8 14 (17.95%) C#
8 14 (17.95%) Microsoft
9 13 (16.67%) Informatics
9 13 (16.67%) Mathematics
9 13 (16.67%) Life Science
10 12 (15.38%) Degree
11 11 (14.10%) ETL
11 11 (14.10%) Team Foundation Server
12 9 (11.54%) SQL Server Reporting Services
12 9 (11.54%) MS Excel
13 8 (10.26%) Oracle

Data Analysis
Top Related IT Skills in South Wales 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 7 (8.97%) SAS
2 2 (2.56%) Apache Spark
3 1 (1.28%) Apache Pig
Applications
1 9 (11.54%) MS Excel
2 7 (8.97%) SPSS
3 4 (5.13%) MS PowerPoint
3 4 (5.13%) MS Visio
4 3 (3.85%) MS Office
Cloud Services
1 4 (5.13%) Office 365
2 1 (1.28%) Amazon AWS
2 1 (1.28%) Cloud Computing
2 1 (1.28%) Microsoft Azure
Communications & Networking
1 6 (7.69%) TCP/IP
2 4 (5.13%) Firewall
2 4 (5.13%) VPN
3 3 (3.85%) HTTP
3 3 (3.85%) tcpdump
4 1 (1.28%) Internet
Database & Business Intelligence
1 19 (24.36%) SQL Server
2 15 (19.23%) Data Warehouse
2 15 (19.23%) SQL Server Integration Services
3 9 (11.54%) SQL Server Reporting Services
4 6 (7.69%) SQL Server Analysis Services
5 5 (6.41%) Oracle Reports
5 5 (6.41%) Power BI
6 4 (5.13%) Big Data
6 4 (5.13%) Microsoft Analysis Services
6 4 (5.13%) NoSQL
6 4 (5.13%) PowerPivot
6 4 (5.13%) SQL Server 2008
7 3 (3.85%) Apache Cassandra
7 3 (3.85%) Data Mining
7 3 (3.85%) MySQL
7 3 (3.85%) Riak
7 3 (3.85%) SQL Server 2012
7 3 (3.85%) SSDT
8 2 (2.56%) Oracle Database
8 2 (2.56%) Relational Database
Development Applications
1 11 (14.10%) Team Foundation Server
2 3 (3.85%) Subversion
2 3 (3.85%) Visual Studio
3 2 (2.56%) Oracle Forms
4 1 (1.28%) SQL Server Management Studio (SSMS)
General
1 18 (23.08%) Finance
2 4 (5.13%) Advertising
3 3 (3.85%) Welsh Language
Job Titles
1 19 (24.36%) Developer
2 17 (21.79%) Analyst
3 16 (20.51%) Software Engineer
4 15 (19.23%) Data Engineer
5 14 (17.95%) Data Migration Engineer
5 14 (17.95%) Migration Engineer
6 13 (16.67%) Research Engineer
7 10 (12.82%) SQL Developer
8 6 (7.69%) Data Analyst
9 5 (6.41%) Support Analyst
10 4 (5.13%) Business Analyst
10 4 (5.13%) IT Support
10 4 (5.13%) IT Support Technician
10 4 (5.13%) IT Technician
10 4 (5.13%) SQL Analyst
10 4 (5.13%) Support Technician
11 3 (3.85%) Data Scientist
11 3 (3.85%) Erlang Developer
11 3 (3.85%) Security Engineer
11 3 (3.85%) SQL Support Analyst
Libraries, Frameworks & Software Standards
1 4 (5.13%) MDX
2 3 (3.85%) .NET
2 3 (3.85%) .NET Framework
2 3 (3.85%) ASP.NET
2 3 (3.85%) ASP.NET MVC
2 3 (3.85%) CSS
2 3 (3.85%) Entity Framework
2 3 (3.85%) Highcharts JS
2 3 (3.85%) HTML
2 3 (3.85%) HTML5
2 3 (3.85%) jQuery
2 3 (3.85%) KnockoutJS
2 3 (3.85%) RequireJS
2 3 (3.85%) SignalR
2 3 (3.85%) WCF
3 2 (2.56%) Natural Language Processing
4 1 (1.28%) COM
4 1 (1.28%) Lucene
4 1 (1.28%) Web Services
Miscellaneous
1 17 (21.79%) Computer Science
2 14 (17.95%) Statistics
3 13 (16.67%) Informatics
3 13 (16.67%) Life Science
3 13 (16.67%) Mathematics
4 8 (10.26%) Health Informatics
5 6 (7.69%) Analytical Skills
6 3 (3.85%) Grid Computing
7 2 (2.56%) Artificial Intelligence
7 2 (2.56%) Data Integration
7 2 (2.56%) Physics
8 1 (1.28%) Algorithms
8 1 (1.28%) Internet of Things
8 1 (1.28%) Management Information System
8 1 (1.28%) Streaming Video
Operating Systems
1 8 (10.26%) Windows
2 4 (5.13%) Windows Server
2 4 (5.13%) Windows Server 2012
3 3 (3.85%) Linux
3 3 (3.85%) Unix
Processes & Methodologies
1 34 (43.59%) Agile Software Development
2 20 (25.64%) Analytics
3 19 (24.36%) Software Engineering
4 18 (23.08%) Machine Learning
4 18 (23.08%) SDLC
5 15 (19.23%) Data Transformation
6 14 (17.95%) Data Mapping
6 14 (17.95%) Data Migration
6 14 (17.95%) Migration
7 11 (14.10%) ETL
8 8 (10.26%) Business Intelligence
9 7 (8.97%) Scrum
10 6 (7.69%) Functional Programming
11 5 (6.41%) Data Entry
11 5 (6.41%) ITIL
11 5 (6.41%) Statistical Modelling
12 4 (5.13%) Data Security
12 4 (5.13%) Kimball Methodology
13 3 (3.85%) MVC
13 3 (3.85%) Online Security
Programming Languages
1 35 (44.87%) SQL
2 20 (25.64%) C++
3 18 (23.08%) Python
4 14 (17.95%) C#
5 7 (8.97%) C
6 6 (7.69%) Erlang
6 6 (7.69%) Haskell
6 6 (7.69%) Java
6 6 (7.69%) T-SQL
7 5 (6.41%) Scala
8 3 (3.85%) Clojure
8 3 (3.85%) JavaScript
8 3 (3.85%) Lisp
8 3 (3.85%) VB.NET
9 2 (2.56%) PL/SQL
10 1 (1.28%) MATLAB
10 1 (1.28%) R
Qualifications
1 14 (17.95%) BPSS Clearance
2 12 (15.38%) Degree
3 7 (8.97%) ISEB
4 5 (6.41%) ITIL Certification
5 4 (5.13%) MCSA
5 4 (5.13%) MCSE
5 4 (5.13%) Microsoft Certification
6 3 (3.85%) IIBA
6 3 (3.85%) ISTQB
7 2 (2.56%) HND
8 1 (1.28%) PMI Certification
8 1 (1.28%) PMP
8 1 (1.28%) SC Cleared
8 1 (1.28%) Security Cleared
Quality Assurance & Compliance
1 6 (7.69%) Data Quality
1 6 (7.69%) SLA
2 2 (2.56%) QA
System Software
1 4 (5.13%) Active Directory
1 4 (5.13%) Hyper-V
2 3 (3.85%) Snort
Vendors
1 14 (17.95%) Microsoft
2 8 (10.26%) Oracle
3 4 (5.13%) Cisco
Cardiff, South Glamorgan
NHS Wales Shared Services Partnership
Salary: From £31,383 to £41,373 per annum
Posted: 16 days ago