The table below looks at the statistics for Data Analysis skills in IT jobs advertised for the Cardiff region. Included is a guide to the salaries offered in IT jobs that have cited Data Analysis over the 3 months to 30 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
30 Sep 2016
Same period 2015 Same period 2014
Data Analysis
Rank 62 69 61
Rank change year-on-year
+7 -8
Permanent jobs citing Data Analysis 10 17 10
As % of all permanent IT jobs located in Cardiff 1.53% 2.02% 1.60%
As % of the Processes & Methodologies category 1.76% 2.48% 2.04%
Number of salaries quoted 10 14 9
Median salary £35,000 £32,500 £39,000
Median salary % change year-on-year
+7.69% -16.66%
90% offered a salary of more than £31,150 £25,000 £38,000
10% offered a salary of more than £41,000 £58,500 £46,000
UK excluding London median salary £42,000 £40,000 £38,000
% change year-on-year
+5.00% +5.26%
Data Analysis
South 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 Cardiff region.

Processes & Methodologies Category
Cardiff
Permanent IT job ads with a match in the
Processes & Methodologies category
568 685 489
As % of all permanent IT jobs located in Cardiff 86.85% 81.45% 78.37%
Number of salaries quoted 511 587 425
Median salary £37,500 £37,500 £36,000
Median salary % change year-on-year
- +4.16%
90% offered a salary of more than £25,500 £27,500 £28,000
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 Cardiff

The demand trend of job ads across the Cardiff 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 Cardiff

Data Analysis
Salary Trend in Cardiff

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

Data Analysis Salary Trend in Cardiff

Data Analysis
Salary Histogram in Cardiff

This chart provides a salary histogram for IT jobs citing Data Analysis across the Cardiff region over the 3 months to 30 September 2016.

Data Analysis Salary Histogram in Cardiff

Data Analysis
Top 30 Related IT Skills in Cardiff

For the 6 months to 30 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 Cardiff region with a requirement for Data Analysis.

1 15 (46.88%) Agile Software Development
2 12 (37.50%) Finance
2 12 (37.50%) SDLC
3 10 (31.25%) Data Transformation
3 10 (31.25%) Migration
3 10 (31.25%) SQL Server Integration Services
3 10 (31.25%) Data Migration
3 10 (31.25%) Data Mapping
3 10 (31.25%) SQL
4 8 (25.00%) SQL Server
4 8 (25.00%) BPSS Clearance
5 7 (21.88%) Data Warehouse
6 6 (18.75%) Team Foundation Server
7 5 (15.63%) Degree
7 5 (15.63%) Windows
8 4 (12.50%) Python
8 4 (12.50%) MS Excel
8 4 (12.50%) C#
8 4 (12.50%) Microsoft
8 4 (12.50%) SQL Server Reporting Services
8 4 (12.50%) SQL Server 2008
8 4 (12.50%) Machine Learning
8 4 (12.50%) Analytics
8 4 (12.50%) SQL Server 2012
9 3 (9.38%) KnockoutJS
9 3 (9.38%) SSDT
9 3 (9.38%) Statistical Modelling
9 3 (9.38%) Highcharts JS
9 3 (9.38%) HTML5
9 3 (9.38%) Entity Framework

Data Analysis
Top Related IT Skills in Cardiff 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 2 (6.25%) Apache Pig
1 2 (6.25%) Apache Spark
1 2 (6.25%) SAS
Applications
1 4 (12.50%) MS Excel
2 3 (9.38%) MS PowerPoint
2 3 (9.38%) MS Visio
2 3 (9.38%) SPSS
Cloud Services
1 2 (6.25%) Office 365
Communications & Networking
1 2 (6.25%) Firewall
1 2 (6.25%) VPN
Database & Business Intelligence
1 10 (31.25%) SQL Server Integration Services
2 8 (25.00%) SQL Server
3 7 (21.88%) Data Warehouse
4 4 (12.50%) SQL Server 2008
4 4 (12.50%) SQL Server 2012
4 4 (12.50%) SQL Server Reporting Services
5 3 (9.38%) SSDT
6 2 (6.25%) Apache Hive
6 2 (6.25%) Big Data
6 2 (6.25%) Hadoop
6 2 (6.25%) Mahout
7 1 (3.13%) BusinessObjects
7 1 (3.13%) OLAP
7 1 (3.13%) OLTP
7 1 (3.13%) Relational Database
7 1 (3.13%) SQL Server Analysis Services
Development Applications
1 6 (18.75%) Team Foundation Server
2 3 (9.38%) Subversion
2 3 (9.38%) Visual Studio
3 1 (3.13%) SQL Server Management Studio (SSMS)
General
1 12 (37.50%) Finance
2 2 (6.25%) Advertising
Job Titles
1 10 (31.25%) Data Engineer
1 10 (31.25%) Data Migration Engineer
1 10 (31.25%) Migration Engineer
2 9 (28.13%) Developer
3 7 (21.88%) Analyst
4 6 (18.75%) SQL Developer
5 3 (9.38%) Business Analyst
5 3 (9.38%) Data Analyst
5 3 (9.38%) DBA
5 3 (9.38%) SQL DBA
5 3 (9.38%) Web Developer
6 2 (6.25%) Data Scientist
6 2 (6.25%) IT Support
6 2 (6.25%) IT Support Technician
6 2 (6.25%) IT Technician
6 2 (6.25%) Research Engineer
6 2 (6.25%) Software Engineer
6 2 (6.25%) Support Technician
7 1 (3.13%) Business Intelligence Analyst
7 1 (3.13%) Machine Learning Scientist
Libraries, Frameworks & Software Standards
1 3 (9.38%) .NET
1 3 (9.38%) .NET Framework
1 3 (9.38%) ASP.NET
1 3 (9.38%) ASP.NET MVC
1 3 (9.38%) CSS
1 3 (9.38%) Entity Framework
1 3 (9.38%) Highcharts JS
1 3 (9.38%) HTML
1 3 (9.38%) HTML5
1 3 (9.38%) jQuery
1 3 (9.38%) KnockoutJS
1 3 (9.38%) RequireJS
1 3 (9.38%) SignalR
1 3 (9.38%) WCF
Miscellaneous
1 2 (6.25%) Algorithms
1 2 (6.25%) Computer Science
1 2 (6.25%) Informatics
1 2 (6.25%) Life Science
1 2 (6.25%) Mathematics
1 2 (6.25%) Statistics
Operating Systems
1 5 (15.63%) Windows
2 2 (6.25%) Windows Server
2 2 (6.25%) Windows Server 2012
Processes & Methodologies
1 15 (46.88%) Agile Software Development
2 12 (37.50%) SDLC
3 10 (31.25%) Data Mapping
3 10 (31.25%) Data Migration
3 10 (31.25%) Data Transformation
3 10 (31.25%) Migration
4 4 (12.50%) Analytics
4 4 (12.50%) Machine Learning
5 3 (9.38%) ETL
5 3 (9.38%) High Availability
5 3 (9.38%) MVC
5 3 (9.38%) Scrum
5 3 (9.38%) SOA
5 3 (9.38%) Software Engineering
5 3 (9.38%) Statistical Modelling
5 3 (9.38%) Web Development
6 2 (6.25%) Data Security
6 2 (6.25%) Statistical Learning
7 1 (3.13%) Continuous Improvement
7 1 (3.13%) Technical Architecture
Programming Languages
1 10 (31.25%) SQL
2 4 (12.50%) C#
2 4 (12.50%) Python
3 3 (9.38%) JavaScript
3 3 (9.38%) VB.NET
4 2 (6.25%) C++
4 2 (6.25%) R
4 2 (6.25%) Scala
5 1 (3.13%) T-SQL
Qualifications
1 8 (25.00%) BPSS Clearance
2 5 (15.63%) Degree
3 3 (9.38%) ISEB
4 2 (6.25%) IIBA
4 2 (6.25%) SC Cleared
4 2 (6.25%) Security Cleared
5 1 (3.13%) HND
5 1 (3.13%) PMI Certification
5 1 (3.13%) PMP
Quality Assurance & Compliance
1 2 (6.25%) Data Quality
System Software
1 2 (6.25%) Active Directory
1 2 (6.25%) Hyper-V
Vendors
1 4 (12.50%) Microsoft
2 2 (6.25%) Cisco