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

3 months to
25 Jun 2016
Same period 2015 Same period 2014
Data Analysis
Rank 63 89 89
Rank change year-on-year
+26 0
Permanent jobs citing Data Analysis 37 19 19
As % of all permanent IT jobs located in Wales 2.87% 1.33% 1.40%
As % of the Processes & Methodologies category 3.47% 1.58% 1.73%
Number of salaries quoted 32 12 18
Median salary £34,000 £39,750 £30,000
Median salary % change year-on-year
-14.46% +32.50%
90% offered a salary of more than £25,000 £22,550 £21,500
10% offered a salary of more than £50,000 £52,500 £40,500
UK excluding London median salary £40,000 £37,500 £37,500
% change year-on-year
+6.66% -
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
1065 1201 1098
As % of all permanent IT jobs located in Wales 82.75% 83.99% 80.97%
Number of salaries quoted 910 980 932
Median salary £40,000 £37,500 £35,783
Median salary % change year-on-year
+6.66% +4.79%
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 June 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 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
South Wales +24 33 £34,000 -32.00%
West Wales -10 3 £39,500 -
North Wales +6 1 - - 1
Data Analysis
UK

Data Analysis
Top 30 Related IT Skills in Wales

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

1 41 (48.81%) SQL
2 30 (35.71%) Agile Software Development
3 21 (25.00%) C++
3 21 (25.00%) SQL Server
4 20 (23.81%) Finance
5 17 (20.24%) C
5 17 (20.24%) Computer Science
5 17 (20.24%) SDLC
6 16 (19.05%) Data Transformation
6 16 (19.05%) Software Engineering
7 15 (17.86%) Data Warehouse
7 15 (17.86%) Analytics
8 14 (16.67%) Data Mapping
8 14 (16.67%) Data Migration
8 14 (16.67%) Machine Learning
8 14 (16.67%) Business Intelligence
8 14 (16.67%) Microsoft
8 14 (16.67%) Python
8 14 (16.67%) SQL Server Integration Services
8 14 (16.67%) Migration
9 12 (14.29%) ETL
9 12 (14.29%) Life Science
9 12 (14.29%) Informatics
10 11 (13.10%) Degree
10 11 (13.10%) Team Foundation Server
10 11 (13.10%) BPSS Clearance
10 11 (13.10%) C#
11 10 (11.90%) TCP/IP
11 10 (11.90%) Statistics
11 10 (11.90%) SQL Server Reporting Services

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 6 (7.14%) SAS
2 2 (2.38%) SharePoint
3 1 (1.19%) Apache
3 1 (1.19%) Apache Spark
Applications
1 9 (10.71%) MS Excel
1 9 (10.71%) SPSS
2 3 (3.57%) MS Office
2 3 (3.57%) MS PowerPoint
3 2 (2.38%) MS Visio
3 2 (2.38%) Stata
Cloud Services
1 2 (2.38%) Cloud Computing
1 2 (2.38%) Office 365
2 1 (1.19%) Amazon AWS
2 1 (1.19%) Microsoft Azure
2 1 (1.19%) PaaS
Communications & Networking
1 10 (11.90%) TCP/IP
2 4 (4.76%) HTTP
2 4 (4.76%) tcpdump
3 2 (2.38%) Firewall
3 2 (2.38%) Internet
3 2 (2.38%) VPN
4 1 (1.19%) Wi-Fi
Database & Business Intelligence
1 21 (25.00%) SQL Server
2 15 (17.86%) Data Warehouse
3 14 (16.67%) SQL Server Integration Services
4 10 (11.90%) SQL Server Reporting Services
5 8 (9.52%) SQL Server Analysis Services
6 7 (8.33%) NoSQL
7 6 (7.14%) Apache Cassandra
7 6 (7.14%) Riak
8 5 (5.95%) MS Access
8 5 (5.95%) Oracle Reports
8 5 (5.95%) Power BI
9 4 (4.76%) Big Data
9 4 (4.76%) Microsoft Analysis Services
9 4 (4.76%) MySQL
9 4 (4.76%) PowerPivot
9 4 (4.76%) SQL Server 2012
10 3 (3.57%) Data Mining
10 3 (3.57%) QlikView
10 3 (3.57%) SQL Server 2008
11 2 (2.38%) SQL Server 2005
Development Applications
1 11 (13.10%) Team Foundation Server
2 2 (2.38%) Subversion
2 2 (2.38%) Visual Studio
3 1 (1.19%) Oracle Forms
3 1 (1.19%) SQL Server Management Studio (SSMS)
General
1 20 (23.81%) Finance
2 6 (7.14%) Welsh Language
3 4 (4.76%) Advertising
4 3 (3.57%) Banking
5 1 (1.19%) Back Office
5 1 (1.19%) Marketing
Job Titles
1 21 (25.00%) Analyst
1 21 (25.00%) Developer
2 15 (17.86%) Data Engineer
3 14 (16.67%) Data Migration Engineer
3 14 (16.67%) Migration Engineer
4 13 (15.48%) Software Engineer
5 9 (10.71%) Data Analyst
5 9 (10.71%) Research Engineer
6 7 (8.33%) SQL Developer
7 6 (7.14%) Erlang Developer
7 6 (7.14%) Software Developer
7 6 (7.14%) Support Analyst
8 4 (4.76%) Business Intelligence Analyst
8 4 (4.76%) Cybersecurity Engineer
8 4 (4.76%) Security Engineer
8 4 (4.76%) SQL Analyst
9 3 (3.57%) Applications Developer
9 3 (3.57%) Data Warehouse Developer
9 3 (3.57%) Tester
9 3 (3.57%) Web Applications Developer
Libraries, Frameworks & Software Standards
1 5 (5.95%) HTML
1 5 (5.95%) HTML5
2 4 (4.76%) MDX
3 2 (2.38%) .NET
3 2 (2.38%) .NET Framework
3 2 (2.38%) ASP.NET
3 2 (2.38%) ASP.NET MVC
3 2 (2.38%) CSS
3 2 (2.38%) Entity Framework
3 2 (2.38%) Highcharts JS
3 2 (2.38%) jQuery
3 2 (2.38%) KnockoutJS
3 2 (2.38%) RequireJS
3 2 (2.38%) SignalR
3 2 (2.38%) WCF
4 1 (1.19%) COM
4 1 (1.19%) Lucene
4 1 (1.19%) Web Services
Miscellaneous
1 17 (20.24%) Computer Science
2 12 (14.29%) Informatics
2 12 (14.29%) Life Science
3 10 (11.90%) Statistics
4 9 (10.71%) Health Informatics
4 9 (10.71%) Mathematics
5 7 (8.33%) Analytical Skills
6 4 (4.76%) Grid Computing
7 3 (3.57%) Data Integration
7 3 (3.57%) Mobile App
7 3 (3.57%) NHS
8 2 (2.38%) Data Extraction
8 2 (2.38%) Internet of Things
8 2 (2.38%) Management Information System
8 2 (2.38%) Streaming Video
9 1 (1.19%) Credit Risk
Operating Systems
1 6 (7.14%) Windows
2 5 (5.95%) Linux
3 4 (4.76%) Unix
4 2 (2.38%) Windows Server
4 2 (2.38%) Windows Server 2012
Processes & Methodologies
1 30 (35.71%) Agile Software Development
2 17 (20.24%) SDLC
3 16 (19.05%) Data Transformation
3 16 (19.05%) Software Engineering
4 15 (17.86%) Analytics
5 14 (16.67%) Business Intelligence
5 14 (16.67%) Data Mapping
5 14 (16.67%) Data Migration
5 14 (16.67%) Machine Learning
5 14 (16.67%) Migration
6 12 (14.29%) ETL
7 10 (11.90%) Functional Programming
8 6 (7.14%) Data Entry
8 6 (7.14%) Data Modelling
8 6 (7.14%) ITIL
8 6 (7.14%) Kimball Methodology
8 6 (7.14%) Multithreading
8 6 (7.14%) Scrum
9 4 (4.76%) Online Security
9 4 (4.76%) Statistical Analysis
Programming Languages
1 41 (48.81%) SQL
2 21 (25.00%) C++
3 17 (20.24%) C
4 14 (16.67%) Python
5 11 (13.10%) C#
6 10 (11.90%) Erlang
6 10 (11.90%) Haskell
7 9 (10.71%) T-SQL
8 7 (8.33%) Scala
9 6 (7.14%) Clojure
10 5 (5.95%) Java
10 5 (5.95%) VBA
11 4 (4.76%) Lisp
12 2 (2.38%) JavaScript
12 2 (2.38%) VB.NET
13 1 (1.19%) MATLAB
13 1 (1.19%) PHP
13 1 (1.19%) PL/SQL
13 1 (1.19%) R
Qualifications
1 11 (13.10%) BPSS Clearance
1 11 (13.10%) Degree
2 6 (7.14%) ITIL Certification
3 5 (5.95%) ISEB
4 4 (4.76%) MCSA
4 4 (4.76%) MCSE
4 4 (4.76%) Microsoft Certification
5 3 (3.57%) ISTQB
6 2 (2.38%) HND
7 1 (1.19%) IIBA
7 1 (1.19%) PMI Certification
7 1 (1.19%) PMP
Quality Assurance & Compliance
1 9 (10.71%) SLA
2 6 (7.14%) Data Quality
3 3 (3.57%) QA
System Software
1 4 (4.76%) Snort
2 2 (2.38%) Active Directory
2 2 (2.38%) Hyper-V
Vendors
1 14 (16.67%) Microsoft
2 8 (9.52%) Oracle
3 4 (4.76%) IBM
4 3 (3.57%) Cisco
4 3 (3.57%) Xamarin
5 1 (1.19%) VMware
Denbigh, Clwyd
Informatiq Consulting
Salary: £30000 - £38000 per annum + Pension + Medical
Posted: 3 days ago