The table below looks at the statistics for Data Analysis skills in IT jobs advertised for the Wales region. Included is a guide to the salaries offered in IT jobs that have cited Data Analysis over the 3 months to 25 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
25 Jul 2016
Same period 2015 Same period 2014
Data Analysis
Rank 73 90 91
Rank change year-on-year
+17 +1
Permanent jobs citing Data Analysis 33 14 13
As % of all permanent IT jobs located in Wales 2.47% 1.01% 0.98%
As % of the Processes & Methodologies category 2.97% 1.20% 1.23%
Number of salaries quoted 31 11 11
Median salary £34,500 £31,979 £39,000
Median salary % change year-on-year
+7.88% -18.00%
90% offered a salary of more than £25,000 £25,000 £21,500
10% offered a salary of more than £50,000 £52,500 £45,000
UK excluding London median salary £40,000 £37,861 £38,500
% change year-on-year
+5.65% -1.66%
Data Analysis
UK

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the Wales region.

Processes & Methodologies Category
Wales
Permanent IT job ads with a match in the
Processes & Methodologies category
1111 1162 1057
As % of all permanent IT jobs located in Wales 83.16% 83.90% 79.77%
Number of salaries quoted 945 942 918
Median salary £40,000 £37,500 £36,500
Median salary % change year-on-year
+6.66% +2.73%
90% offered a salary of more than £26,500 £27,500 £27,500
10% offered a salary of more than £55,000 £55,000 £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 Wales

The demand trend of job ads across the 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 Wales

Data Analysis
Salary Trend in Wales

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

Data Analysis Salary Trend in Wales

Data Analysis
Salary Histogram in Wales

This chart provides a salary histogram for IT jobs citing Data Analysis across the Wales region over the 3 months to 25 July 2016.

Data Analysis Salary Histogram in Wales

Data Analysis
Job Locations in 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 Wales region over the 3 months to 25 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
South Wales +25 29 £34,500 +7.88% 4
West Wales - 3 £39,500 -
North Wales +6 1 - -
Data Analysis
UK

Data Analysis
Top 30 Related IT Skills in Wales

For the 6 months to 25 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 Wales region with a requirement for Data Analysis.

1 37 (46.25%) SQL
2 33 (41.25%) Agile Software Development
3 22 (27.50%) SQL Server
4 19 (23.75%) C++
4 19 (23.75%) Finance
5 18 (22.50%) Software Engineering
5 18 (22.50%) Analytics
5 18 (22.50%) SDLC
6 16 (20.00%) Machine Learning
6 16 (20.00%) Python
6 16 (20.00%) Data Warehouse
6 16 (20.00%) SQL Server Integration Services
6 16 (20.00%) Computer Science
7 15 (18.75%) Data Transformation
8 14 (17.50%) BPSS Clearance
8 14 (17.50%) Data Mapping
8 14 (17.50%) Data Migration
8 14 (17.50%) Microsoft
8 14 (17.50%) Migration
9 13 (16.25%) Statistics
9 13 (16.25%) ETL
9 13 (16.25%) Business Intelligence
9 13 (16.25%) C#
10 12 (15.00%) Life Science
10 12 (15.00%) Informatics
10 12 (15.00%) Mathematics
10 12 (15.00%) Team Foundation Server
11 11 (13.75%) Degree
11 11 (13.75%) SQL Server Reporting Services
12 9 (11.25%) T-SQL

Data Analysis
Top Related IT Skills in 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 (8.75%) SAS
2 2 (2.50%) SharePoint
3 1 (1.25%) Apache Spark
Applications
1 9 (11.25%) MS Excel
2 7 (8.75%) SPSS
3 5 (6.25%) MS PowerPoint
4 4 (5.00%) MS Visio
5 3 (3.75%) MS Office
Cloud Services
1 4 (5.00%) Office 365
2 1 (1.25%) Amazon AWS
2 1 (1.25%) Cloud Computing
2 1 (1.25%) Microsoft Azure
Communications & Networking
1 6 (7.50%) TCP/IP
2 4 (5.00%) Firewall
2 4 (5.00%) VPN
3 3 (3.75%) HTTP
3 3 (3.75%) tcpdump
4 1 (1.25%) Internet
Database & Business Intelligence
1 22 (27.50%) SQL Server
2 16 (20.00%) Data Warehouse
2 16 (20.00%) SQL Server Integration Services
3 11 (13.75%) SQL Server Reporting Services
4 8 (10.00%) SQL Server Analysis Services
5 5 (6.25%) Oracle Reports
5 5 (6.25%) Power BI
5 5 (6.25%) SQL Server 2012
6 4 (5.00%) Microsoft Analysis Services
6 4 (5.00%) NoSQL
6 4 (5.00%) PowerPivot
6 4 (5.00%) SQL Server 2008
7 3 (3.75%) Apache Cassandra
7 3 (3.75%) Big Data
7 3 (3.75%) Data Mining
7 3 (3.75%) MySQL
7 3 (3.75%) Riak
7 3 (3.75%) SSDT
8 2 (2.50%) Oracle Database
8 2 (2.50%) SQL Server 2005
Development Applications
1 12 (15.00%) Team Foundation Server
2 3 (3.75%) Subversion
2 3 (3.75%) Visual Studio
3 2 (2.50%) Oracle Forms
4 1 (1.25%) SQL Server Management Studio (SSMS)
General
1 19 (23.75%) Finance
2 4 (5.00%) Advertising
3 3 (3.75%) Welsh Language
4 2 (2.50%) Banking
5 1 (1.25%) Back Office
Job Titles
1 21 (26.25%) Analyst
2 18 (22.50%) Developer
3 15 (18.75%) Data Engineer
3 15 (18.75%) Software Engineer
4 14 (17.50%) Data Migration Engineer
4 14 (17.50%) Migration Engineer
5 12 (15.00%) Research Engineer
6 9 (11.25%) SQL Developer
7 8 (10.00%) Data Analyst
8 5 (6.25%) Support Analyst
9 4 (5.00%) Business Analyst
9 4 (5.00%) Business Intelligence Analyst
9 4 (5.00%) IT Support
9 4 (5.00%) IT Support Technician
9 4 (5.00%) IT Technician
9 4 (5.00%) SQL Analyst
9 4 (5.00%) Support Technician
10 3 (3.75%) Cybersecurity Engineer
10 3 (3.75%) Erlang Developer
10 3 (3.75%) SQL Support Analyst
Libraries, Frameworks & Software Standards
1 4 (5.00%) MDX
2 3 (3.75%) .NET
2 3 (3.75%) .NET Framework
2 3 (3.75%) ASP.NET
2 3 (3.75%) ASP.NET MVC
2 3 (3.75%) CSS
2 3 (3.75%) Entity Framework
2 3 (3.75%) Highcharts JS
2 3 (3.75%) HTML
2 3 (3.75%) HTML5
2 3 (3.75%) jQuery
2 3 (3.75%) KnockoutJS
2 3 (3.75%) RequireJS
2 3 (3.75%) SignalR
2 3 (3.75%) WCF
3 1 (1.25%) COM
3 1 (1.25%) Lucene
3 1 (1.25%) Natural Language Processing
3 1 (1.25%) Web Services
Miscellaneous
1 16 (20.00%) Computer Science
2 13 (16.25%) Statistics
3 12 (15.00%) Informatics
3 12 (15.00%) Life Science
3 12 (15.00%) Mathematics
4 7 (8.75%) Health Informatics
5 6 (7.50%) Analytical Skills
6 3 (3.75%) Grid Computing
7 2 (2.50%) Data Extraction
7 2 (2.50%) Data Integration
8 1 (1.25%) Artificial Intelligence
8 1 (1.25%) Internet of Things
8 1 (1.25%) Management Information System
8 1 (1.25%) Physics
8 1 (1.25%) Streaming Video
Operating Systems
1 8 (10.00%) Windows
2 4 (5.00%) Windows Server
2 4 (5.00%) Windows Server 2012
3 3 (3.75%) Linux
3 3 (3.75%) Unix
Processes & Methodologies
1 33 (41.25%) Agile Software Development
2 18 (22.50%) Analytics
2 18 (22.50%) SDLC
2 18 (22.50%) Software Engineering
3 16 (20.00%) Machine Learning
4 15 (18.75%) Data Transformation
5 14 (17.50%) Data Mapping
5 14 (17.50%) Data Migration
5 14 (17.50%) Migration
6 13 (16.25%) Business Intelligence
6 13 (16.25%) ETL
7 7 (8.75%) Scrum
8 6 (7.50%) Functional Programming
8 6 (7.50%) Kimball Methodology
9 5 (6.25%) Data Entry
9 5 (6.25%) ITIL
10 4 (5.00%) Data Security
10 4 (5.00%) Statistical Modelling
11 3 (3.75%) Cybersecurity
11 3 (3.75%) Test Automation
Programming Languages
1 37 (46.25%) SQL
2 19 (23.75%) C++
3 16 (20.00%) Python
4 13 (16.25%) C#
5 9 (11.25%) T-SQL
6 8 (10.00%) C
7 6 (7.50%) Erlang
7 6 (7.50%) Haskell
8 5 (6.25%) Java
9 4 (5.00%) Scala
10 3 (3.75%) Clojure
10 3 (3.75%) JavaScript
10 3 (3.75%) Lisp
10 3 (3.75%) VB.NET
11 2 (2.50%) PL/SQL
12 1 (1.25%) MATLAB
12 1 (1.25%) PHP
Qualifications
1 14 (17.50%) BPSS Clearance
2 11 (13.75%) Degree
3 7 (8.75%) ISEB
4 5 (6.25%) ITIL Certification
5 4 (5.00%) MCSA
5 4 (5.00%) MCSE
5 4 (5.00%) Microsoft Certification
6 3 (3.75%) IIBA
6 3 (3.75%) ISTQB
7 2 (2.50%) HND
8 1 (1.25%) PMI Certification
8 1 (1.25%) PMP
Quality Assurance & Compliance
1 8 (10.00%) SLA
2 6 (7.50%) Data Quality
3 2 (2.50%) QA
System Software
1 4 (5.00%) Active Directory
1 4 (5.00%) Hyper-V
2 3 (3.75%) Snort
Vendors
1 14 (17.50%) Microsoft
2 8 (10.00%) Oracle
3 4 (5.00%) Cisco
4 1 (1.25%) VMware
Cardiff, South Glamorgan
CPS Group UK
Salary: £28000 - £35000 per annum + penison, benefits
Posted: 4 days ago
Cardiff, South Glamorgan
KDR
Salary: £35000 - £45000 per annum + greenfield environment!
Posted: 4 days ago
Cardiff, South Glamorgan
NHS Wales Shared Services Partnership
Salary: From £31,383 to £41,373 per annum
Posted: 14 days ago