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

3 months to
29 Jun 2016
Same period 2015 Same period 2014
Data Analysis
Rank 53 69 64
Rank change year-on-year
+16 -5
Permanent jobs citing Data Analysis 21 7 11
As % of all permanent IT jobs located in Cardiff 3.00% 0.91% 1.62%
As % of the Processes & Methodologies category 3.67% 1.07% 1.99%
Number of salaries quoted 21 4 11
Median salary £40,000 £39,750 £39,000
Median salary % change year-on-year
+0.62% +1.92%
90% offered a salary of more than £25,000 £28,100 £27,500
10% offered a salary of more than £50,000 £50,000 £42,500
UK excluding London median salary £40,000 £37,500 £37,500
% change year-on-year
+6.66% -
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
572 653 552
As % of all permanent IT jobs located in Cardiff 81.83% 84.70% 81.42%
Number of salaries quoted 499 518 470
Median salary £40,000 £37,500 £37,500
Median salary % change year-on-year
+6.66% -
90% offered a salary of more than £26,500 £27,397 £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 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 29 June 2016.

Data Analysis Salary Histogram in Cardiff

Data Analysis
Top 30 Related IT Skills in Cardiff

For the 6 months to 29 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 Cardiff region with a requirement for Data Analysis.

1 18 (40.00%) Agile Software Development
2 17 (37.78%) SQL
2 17 (37.78%) SDLC
3 16 (35.56%) Data Transformation
4 15 (33.33%) Finance
5 14 (31.11%) Migration
5 14 (31.11%) Data Migration
5 14 (31.11%) Data Mapping
6 11 (24.44%) C++
7 10 (22.22%) C
8 9 (20.00%) TCP/IP
8 9 (20.00%) Haskell
8 9 (20.00%) Erlang
8 9 (20.00%) Functional Programming
9 8 (17.78%) Software Engineering
9 8 (17.78%) Microsoft
10 7 (15.56%) SQL Server
10 7 (15.56%) Degree
10 7 (15.56%) BPSS Clearance
11 6 (13.33%) NoSQL
11 6 (13.33%) Machine Learning
11 6 (13.33%) Computer Science
11 6 (13.33%) Scala
11 6 (13.33%) Python
11 6 (13.33%) ETL
11 6 (13.33%) SAS
12 5 (11.11%) MS Excel
12 5 (11.11%) Data Warehouse
12 5 (11.11%) C#
12 5 (11.11%) Java

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 6 (13.33%) SAS
2 1 (2.22%) Apache Spark
Applications
1 5 (11.11%) MS Excel
2 4 (8.89%) SPSS
3 2 (4.44%) MS PowerPoint
3 2 (4.44%) MS Visio
4 1 (2.22%) MS Office
4 1 (2.22%) Stata
Cloud Services
1 2 (4.44%) Office 365
2 1 (2.22%) Amazon AWS
2 1 (2.22%) Cloud Computing
2 1 (2.22%) Microsoft Azure
Communications & Networking
1 9 (20.00%) TCP/IP
2 4 (8.89%) HTTP
2 4 (8.89%) tcpdump
3 2 (4.44%) Firewall
3 2 (4.44%) Internet
3 2 (4.44%) VPN
Database & Business Intelligence
1 7 (15.56%) SQL Server
2 6 (13.33%) NoSQL
3 5 (11.11%) Apache Cassandra
3 5 (11.11%) Data Warehouse
3 5 (11.11%) Riak
3 5 (11.11%) SQL Server Integration Services
3 5 (11.11%) SQL Server Reporting Services
4 4 (8.89%) Big Data
4 4 (8.89%) MySQL
5 3 (6.67%) Data Mining
5 3 (6.67%) SQL Server 2008
5 3 (6.67%) SQL Server Analysis Services
6 2 (4.44%) Microsoft Analysis Services
6 2 (4.44%) Power BI
6 2 (4.44%) PowerPivot
6 2 (4.44%) Relational Database
6 2 (4.44%) SSDT
7 1 (2.22%) Hadoop
7 1 (2.22%) MS Access
7 1 (2.22%) SQL Server 2012
Development Applications
1 3 (6.67%) Team Foundation Server
2 2 (4.44%) Subversion
2 2 (4.44%) Visual Studio
3 1 (2.22%) SQL Server Management Studio (SSMS)
General
1 15 (33.33%) Finance
2 5 (11.11%) Welsh Language
3 4 (8.89%) Advertising
Job Titles
1 15 (33.33%) Data Engineer
2 14 (31.11%) Data Migration Engineer
2 14 (31.11%) Migration Engineer
3 9 (20.00%) Analyst
3 9 (20.00%) Developer
4 6 (13.33%) Data Analyst
5 5 (11.11%) Erlang Developer
5 5 (11.11%) Software Developer
5 5 (11.11%) Software Engineer
6 4 (8.89%) Cybersecurity Engineer
6 4 (8.89%) Security Engineer
7 2 (4.44%) Architect
7 2 (4.44%) IT Support
7 2 (4.44%) IT Support Technician
7 2 (4.44%) IT Technician
7 2 (4.44%) Lead Architect
7 2 (4.44%) Lead Data Architect
7 2 (4.44%) Lead Software Architect
7 2 (4.44%) SQL Developer
7 2 (4.44%) Storage Architect
Libraries, Frameworks & Software Standards
1 2 (4.44%) .NET
1 2 (4.44%) .NET Framework
1 2 (4.44%) ASP.NET
1 2 (4.44%) ASP.NET MVC
1 2 (4.44%) CSS
1 2 (4.44%) Entity Framework
1 2 (4.44%) Highcharts JS
1 2 (4.44%) HTML
1 2 (4.44%) HTML5
1 2 (4.44%) jQuery
1 2 (4.44%) KnockoutJS
1 2 (4.44%) MDX
1 2 (4.44%) RequireJS
1 2 (4.44%) SignalR
1 2 (4.44%) WCF
2 1 (2.22%) Lucene
2 1 (2.22%) Web Services
Miscellaneous
1 6 (13.33%) Computer Science
2 4 (8.89%) Grid Computing
3 3 (6.67%) Analytical Skills
3 3 (6.67%) Data Integration
4 2 (4.44%) Internet of Things
4 2 (4.44%) Statistics
4 2 (4.44%) Streaming Video
5 1 (2.22%) Credit Risk
5 1 (2.22%) Informatics
5 1 (2.22%) Life Science
5 1 (2.22%) Mathematics
Operating Systems
1 4 (8.89%) Linux
1 4 (8.89%) Unix
2 2 (4.44%) Windows
2 2 (4.44%) Windows Server
2 2 (4.44%) Windows Server 2012
Processes & Methodologies
1 18 (40.00%) Agile Software Development
2 17 (37.78%) SDLC
3 16 (35.56%) Data Transformation
4 14 (31.11%) Data Mapping
4 14 (31.11%) Data Migration
4 14 (31.11%) Migration
5 9 (20.00%) Functional Programming
6 8 (17.78%) Software Engineering
7 6 (13.33%) ETL
7 6 (13.33%) Machine Learning
8 5 (11.11%) Analytics
8 5 (11.11%) Multithreading
9 4 (8.89%) Cybersecurity
9 4 (8.89%) Online Security
9 4 (8.89%) Scrum
10 3 (6.67%) Business Intelligence
10 3 (6.67%) Data Modelling
11 2 (4.44%) MVC
11 2 (4.44%) Project Management
11 2 (4.44%) SOA
Programming Languages
1 17 (37.78%) SQL
2 11 (24.44%) C++
3 10 (22.22%) C
4 9 (20.00%) Erlang
4 9 (20.00%) Haskell
5 6 (13.33%) Python
5 6 (13.33%) Scala
6 5 (11.11%) C#
6 5 (11.11%) Clojure
6 5 (11.11%) Java
7 4 (8.89%) Lisp
8 3 (6.67%) T-SQL
9 2 (4.44%) JavaScript
9 2 (4.44%) VB.NET
10 1 (2.22%) MATLAB
10 1 (2.22%) R
10 1 (2.22%) VBA
Qualifications
1 7 (15.56%) BPSS Clearance
1 7 (15.56%) Degree
2 3 (6.67%) ISEB
3 2 (4.44%) HND
3 2 (4.44%) MCSA
3 2 (4.44%) MCSE
3 2 (4.44%) Microsoft Certification
4 1 (2.22%) IIBA
4 1 (2.22%) ISTQB
4 1 (2.22%) PMI Certification
4 1 (2.22%) PMP
Quality Assurance & Compliance
1 4 (8.89%) Data Quality
System Software
1 4 (8.89%) Snort
2 2 (4.44%) Active Directory
2 2 (4.44%) Hyper-V
Vendors
1 8 (17.78%) Microsoft
2 2 (4.44%) Cisco