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

3 months to
29 Aug 2016
Same period 2015 Same period 2014
Data Analysis
Rank 59 68 59
Rank change year-on-year
+9 -9
Permanent jobs citing Data Analysis 17 14 9
As % of all permanent IT jobs located in Cardiff 2.34% 1.70% 1.35%
As % of the Processes & Methodologies category 2.77% 2.02% 1.76%
Number of salaries quoted 17 10 8
Median salary £34,500 £28,750 £42,500
Median salary % change year-on-year
+20.00% -32.35%
90% offered a salary of more than £26,800 £25,000 £38,925
10% offered a salary of more than £40,000 £60,000 £46,500
UK excluding London median salary £40,000 £40,000 £38,875
% change year-on-year
- +2.89%
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
613 692 512
As % of all permanent IT jobs located in Cardiff 84.55% 83.98% 76.99%
Number of salaries quoted 541 578 462
Median salary £37,500 £37,500 £35,250
Median salary % change year-on-year
- +6.38%
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 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 August 2016.

Data Analysis Salary Histogram in Cardiff

Data Analysis
Top 30 Related IT Skills in Cardiff

For the 6 months to 29 August 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 19 (51.35%) Agile Software Development
2 15 (40.54%) SDLC
3 14 (37.84%) Finance
4 13 (35.14%) Migration
4 13 (35.14%) Data Migration
4 13 (35.14%) Data Mapping
4 13 (35.14%) Data Transformation
5 12 (32.43%) SQL
6 9 (24.32%) SQL Server Integration Services
6 9 (24.32%) BPSS Clearance
7 8 (21.62%) SQL Server
7 8 (21.62%) Data Warehouse
8 7 (18.92%) Team Foundation Server
9 6 (16.22%) Degree
9 6 (16.22%) Microsoft
10 5 (13.51%) MS Excel
10 5 (13.51%) C#
10 5 (13.51%) SQL Server Reporting Services
10 5 (13.51%) Software Engineering
11 4 (10.81%) SQL Server 2008
11 4 (10.81%) Analytics
11 4 (10.81%) Machine Learning
11 4 (10.81%) Scrum
11 4 (10.81%) Advertising
11 4 (10.81%) ISEB
11 4 (10.81%) C++
11 4 (10.81%) Python
12 3 (8.11%) MS Visio
12 3 (8.11%) SOA
12 3 (8.11%) ETL

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 (5.41%) SAS
2 1 (2.70%) Apache Pig
2 1 (2.70%) Apache Spark
Applications
1 5 (13.51%) MS Excel
2 3 (8.11%) MS PowerPoint
2 3 (8.11%) MS Visio
2 3 (8.11%) SPSS
3 1 (2.70%) MS Office
Cloud Services
1 2 (5.41%) Office 365
Communications & Networking
1 2 (5.41%) Firewall
1 2 (5.41%) TCP/IP
1 2 (5.41%) VPN
2 1 (2.70%) HTTP
2 1 (2.70%) tcpdump
Database & Business Intelligence
1 9 (24.32%) SQL Server Integration Services
2 8 (21.62%) Data Warehouse
2 8 (21.62%) SQL Server
3 5 (13.51%) SQL Server Reporting Services
4 4 (10.81%) SQL Server 2008
5 3 (8.11%) SSDT
6 2 (5.41%) SQL Server 2012
6 2 (5.41%) SQL Server Analysis Services
7 1 (2.70%) Apache Cassandra
7 1 (2.70%) Apache Hive
7 1 (2.70%) BusinessObjects
7 1 (2.70%) Hadoop
7 1 (2.70%) Microsoft Analysis Services
7 1 (2.70%) MySQL
7 1 (2.70%) NoSQL
7 1 (2.70%) OLAP
7 1 (2.70%) OLTP
7 1 (2.70%) Power BI
7 1 (2.70%) PowerPivot
7 1 (2.70%) Relational Database
Development Applications
1 7 (18.92%) Team Foundation Server
2 3 (8.11%) Subversion
2 3 (8.11%) Visual Studio
3 1 (2.70%) SQL Server Management Studio (SSMS)
General
1 14 (37.84%) Finance
2 4 (10.81%) Advertising
3 1 (2.70%) Welsh Language
Job Titles
1 13 (35.14%) Data Engineer
1 13 (35.14%) Data Migration Engineer
1 13 (35.14%) Migration Engineer
2 9 (24.32%) Developer
3 8 (21.62%) Analyst
4 5 (13.51%) SQL Developer
5 4 (10.81%) Data Analyst
6 3 (8.11%) Business Analyst
6 3 (8.11%) Software Engineer
6 3 (8.11%) Web Developer
7 2 (5.41%) IT Support
7 2 (5.41%) IT Support Technician
7 2 (5.41%) IT Technician
7 2 (5.41%) Research Engineer
7 2 (5.41%) Support Technician
8 1 (2.70%) Business Intelligence Analyst
8 1 (2.70%) Business Intelligence Developer
8 1 (2.70%) Data Scientist
8 1 (2.70%) Security Engineer
8 1 (2.70%) SQL DBA
Libraries, Frameworks & Software Standards
1 3 (8.11%) .NET
1 3 (8.11%) .NET Framework
1 3 (8.11%) ASP.NET
1 3 (8.11%) ASP.NET MVC
1 3 (8.11%) CSS
1 3 (8.11%) Entity Framework
1 3 (8.11%) Highcharts JS
1 3 (8.11%) HTML
1 3 (8.11%) HTML5
1 3 (8.11%) jQuery
1 3 (8.11%) KnockoutJS
1 3 (8.11%) RequireJS
1 3 (8.11%) SignalR
1 3 (8.11%) WCF
2 1 (2.70%) MDX
Miscellaneous
1 3 (8.11%) Computer Science
2 2 (5.41%) Informatics
2 2 (5.41%) Life Science
2 2 (5.41%) Mathematics
2 2 (5.41%) Statistics
3 1 (2.70%) Algorithms
3 1 (2.70%) Grid Computing
Operating Systems
1 3 (8.11%) Windows
2 2 (5.41%) Windows Server
2 2 (5.41%) Windows Server 2012
3 1 (2.70%) Linux
3 1 (2.70%) Unix
Processes & Methodologies
1 19 (51.35%) Agile Software Development
2 15 (40.54%) SDLC
3 13 (35.14%) Data Mapping
3 13 (35.14%) Data Migration
3 13 (35.14%) Data Transformation
3 13 (35.14%) Migration
4 5 (13.51%) Software Engineering
5 4 (10.81%) Analytics
5 4 (10.81%) Machine Learning
5 4 (10.81%) Scrum
6 3 (8.11%) ETL
6 3 (8.11%) MVC
6 3 (8.11%) SOA
6 3 (8.11%) Web Development
7 2 (5.41%) Business Intelligence
7 2 (5.41%) Continuous Improvement
7 2 (5.41%) Data Security
7 2 (5.41%) Functional Programming
7 2 (5.41%) Statistical Modelling
7 2 (5.41%) Technical Architecture
Programming Languages
1 12 (32.43%) SQL
2 5 (13.51%) C#
3 4 (10.81%) C++
3 4 (10.81%) Python
4 3 (8.11%) C
4 3 (8.11%) JavaScript
4 3 (8.11%) VB.NET
5 2 (5.41%) Erlang
5 2 (5.41%) Haskell
5 2 (5.41%) Scala
5 2 (5.41%) T-SQL
6 1 (2.70%) Clojure
6 1 (2.70%) Java
6 1 (2.70%) Lisp
6 1 (2.70%) R
Qualifications
1 9 (24.32%) BPSS Clearance
2 6 (16.22%) Degree
3 4 (10.81%) ISEB
4 2 (5.41%) HND
4 2 (5.41%) IIBA
4 2 (5.41%) SC Cleared
4 2 (5.41%) Security Cleared
5 1 (2.70%) ISTQB
5 1 (2.70%) MCSA
5 1 (2.70%) MCSE
5 1 (2.70%) Microsoft Certification
5 1 (2.70%) PMI Certification
5 1 (2.70%) PMP
Quality Assurance & Compliance
1 3 (8.11%) Data Quality
System Software
1 2 (5.41%) Active Directory
1 2 (5.41%) Hyper-V
2 1 (2.70%) Snort
Vendors
1 6 (16.22%) Microsoft
2 2 (5.41%) Cisco