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

3 months to
25 Sep 2016
Same period 2015 Same period 2014
Data Analysis
Rank 76 77 77
Rank change year-on-year
+1 0
Permanent jobs citing Data Analysis 28 32 24
As % of all permanent IT jobs located in Wales 2.17% 2.21% 1.87%
As % of the Processes & Methodologies category 2.51% 2.64% 2.33%
Number of salaries quoted 28 25 17
Median salary £26,500 £32,500 £38,750
Median salary % change year-on-year
-18.46% -16.12%
90% offered a salary of more than £25,000 £25,000 £32,500
10% offered a salary of more than £40,750 £55,000 £45,000
UK excluding London median salary £42,500 £40,000 £38,000
% change year-on-year
+6.25% +5.26%
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
1116 1211 1030
As % of all permanent IT jobs located in Wales 86.44% 83.81% 80.41%
Number of salaries quoted 944 1030 862
Median salary £37,500 £37,500 £37,000
Median salary % change year-on-year
- +1.35%
90% offered a salary of more than £26,500 £27,500 £27,500
10% offered a salary of more than £52,500 £50,000 £55,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

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 September 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 September 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 +16 28 £26,500 -18.46% 3
Data Analysis
UK

Data Analysis
Top 30 Related IT Skills in Wales

For the 6 months to 25 September 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 35 (53.85%) Agile Software Development
2 22 (33.85%) Software Engineering
2 22 (33.85%) Python
2 22 (33.85%) Machine Learning
2 22 (33.85%) Analytics
3 21 (32.31%) C++
3 21 (32.31%) Statistics
3 21 (32.31%) Informatics
3 21 (32.31%) Mathematics
3 21 (32.31%) Computer Science
3 21 (32.31%) Life Science
4 20 (30.77%) Degree
4 20 (30.77%) SQL
5 17 (26.15%) C#
5 17 (26.15%) Health Informatics
6 15 (23.08%) Finance
7 14 (21.54%) SQL Server
8 13 (20.00%) SDLC
9 12 (18.46%) Natural Language Processing
9 12 (18.46%) Java
9 12 (18.46%) Physics
9 12 (18.46%) Artificial Intelligence
9 12 (18.46%) SQL Server Integration Services
10 11 (16.92%) BPSS Clearance
11 10 (15.38%) Data Transformation
11 10 (15.38%) Migration
11 10 (15.38%) Data Warehouse
11 10 (15.38%) Data Mapping
11 10 (15.38%) Data Migration
11 10 (15.38%) Team Foundation Server

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 4 (6.15%) SAS
2 2 (3.08%) SharePoint
3 1 (1.54%) Apache Pig
3 1 (1.54%) Apache Spark
Applications
1 7 (10.77%) MS Excel
2 5 (7.69%) MS PowerPoint
3 4 (6.15%) MS Visio
3 4 (6.15%) SPSS
4 1 (1.54%) MS Office
Cloud Services
1 4 (6.15%) Office 365
Communications & Networking
1 4 (6.15%) Firewall
1 4 (6.15%) VPN
Database & Business Intelligence
1 14 (21.54%) SQL Server
2 12 (18.46%) SQL Server Integration Services
3 10 (15.38%) Data Warehouse
4 6 (9.23%) SQL Server Reporting Services
5 5 (7.69%) SQL Server 2012
6 4 (6.15%) SQL Server 2008
7 3 (4.62%) Oracle Reports
7 3 (4.62%) SQL Server Analysis Services
7 3 (4.62%) SSDT
8 2 (3.08%) Oracle Database
8 2 (3.08%) QlikView
8 2 (3.08%) SQL Server 2005
9 1 (1.54%) Apache Hive
9 1 (1.54%) BusinessObjects
9 1 (1.54%) Crystal Reports
9 1 (1.54%) Hadoop
9 1 (1.54%) Mahout
9 1 (1.54%) OLAP
9 1 (1.54%) OLTP
9 1 (1.54%) Relational Database
Development Applications
1 10 (15.38%) Team Foundation Server
2 3 (4.62%) Subversion
2 3 (4.62%) Visual Studio
3 2 (3.08%) Oracle Forms
4 1 (1.54%) SQL Server Management Studio (SSMS)
General
1 15 (23.08%) Finance
2 2 (3.08%) Advertising
3 1 (1.54%) Back Office
3 1 (1.54%) Banking
3 1 (1.54%) Marketing
Job Titles
1 21 (32.31%) Research Engineer
1 21 (32.31%) Software Engineer
2 15 (23.08%) Analyst
3 11 (16.92%) Developer
4 10 (15.38%) Data Engineer
4 10 (15.38%) Data Migration Engineer
4 10 (15.38%) Migration Engineer
5 8 (12.31%) SQL Developer
6 5 (7.69%) Business Analyst
7 4 (6.15%) Business Intelligence Analyst
7 4 (6.15%) Data Analyst
7 4 (6.15%) IT Support
7 4 (6.15%) IT Support Technician
7 4 (6.15%) IT Technician
7 4 (6.15%) Support Technician
8 3 (4.62%) Senior Analyst
8 3 (4.62%) Web Developer
9 2 (3.08%) DBA
9 2 (3.08%) Oracle Developer
9 2 (3.08%) SQL DBA
Libraries, Frameworks & Software Standards
1 12 (18.46%) Natural Language Processing
2 3 (4.62%) .NET
2 3 (4.62%) .NET Framework
2 3 (4.62%) ASP.NET
2 3 (4.62%) ASP.NET MVC
2 3 (4.62%) CSS
2 3 (4.62%) Entity Framework
2 3 (4.62%) Highcharts JS
2 3 (4.62%) HTML
2 3 (4.62%) HTML5
2 3 (4.62%) jQuery
2 3 (4.62%) KnockoutJS
2 3 (4.62%) RequireJS
2 3 (4.62%) SignalR
2 3 (4.62%) WCF
3 1 (1.54%) COM
Miscellaneous
1 21 (32.31%) Computer Science
1 21 (32.31%) Informatics
1 21 (32.31%) Life Science
1 21 (32.31%) Mathematics
1 21 (32.31%) Statistics
2 17 (26.15%) Health Informatics
3 12 (18.46%) Artificial Intelligence
3 12 (18.46%) Physics
4 2 (3.08%) Data Extraction
5 1 (1.54%) Algorithms
5 1 (1.54%) Analytical Skills
5 1 (1.54%) Management Information System
Operating Systems
1 7 (10.77%) Windows
2 4 (6.15%) Windows Server
2 4 (6.15%) Windows Server 2012
Processes & Methodologies
1 35 (53.85%) Agile Software Development
2 22 (33.85%) Analytics
2 22 (33.85%) Machine Learning
2 22 (33.85%) Software Engineering
3 13 (20.00%) SDLC
4 10 (15.38%) Data Mapping
4 10 (15.38%) Data Migration
4 10 (15.38%) Data Transformation
4 10 (15.38%) Migration
5 6 (9.23%) Business Intelligence
5 6 (9.23%) ETL
6 4 (6.15%) Data Security
7 3 (4.62%) MVC
7 3 (4.62%) Scrum
7 3 (4.62%) SOA
7 3 (4.62%) Statistical Modelling
7 3 (4.62%) Validation
7 3 (4.62%) Web Development
8 2 (3.08%) High Availability
8 2 (3.08%) Kimball Methodology
Programming Languages
1 22 (33.85%) Python
2 21 (32.31%) C++
3 20 (30.77%) SQL
4 17 (26.15%) C#
5 12 (18.46%) Java
6 4 (6.15%) T-SQL
7 3 (4.62%) JavaScript
7 3 (4.62%) VB.NET
8 2 (3.08%) PL/SQL
9 1 (1.54%) PHP
9 1 (1.54%) R
9 1 (1.54%) Scala
Qualifications
1 20 (30.77%) Degree
2 11 (16.92%) BPSS Clearance
3 5 (7.69%) ISEB
4 3 (4.62%) IIBA
5 2 (3.08%) SC Cleared
5 2 (3.08%) Security Cleared
6 1 (1.54%) HND
6 1 (1.54%) ISTQB
6 1 (1.54%) ITIL Certification
6 1 (1.54%) PMI Certification
6 1 (1.54%) PMP
Quality Assurance & Compliance
1 4 (6.15%) SLA
2 3 (4.62%) Data Quality
3 2 (3.08%) QA
System Software
1 4 (6.15%) Active Directory
1 4 (6.15%) Hyper-V
Vendors
1 7 (10.77%) Microsoft
2 4 (6.15%) Cisco
2 4 (6.15%) Oracle
3 1 (1.54%) VMware
Carmarthen, Dyfed
CPS Group (UK) Ltd
Posted: 5 hours ago
Cardiff, South Glamorgan
CPS Group UK
Salary: £32000 - £38000 per annum + pension, excellent training opps
Posted: 4 days ago
Bridgend, Mid Glamorgan
ECS Recruitment Group Ltd
Salary: Benefits
Posted: 3 days ago
Carmarthen, Dyfed
CPS Group UK
Posted: 5 days ago
Caerphilly, Mid Glamorgan
Attenda
Posted: 3 days ago