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

3 months to
26 Jul 2016
Same period 2015 Same period 2014
Data Analysis
Rank 56 75 64
Rank change year-on-year
+19 -11
Permanent jobs citing Data Analysis 19 6 7
As % of all permanent IT jobs located in Cardiff 2.60% 0.74% 1.05%
As % of the Processes & Methodologies category 3.18% 0.88% 1.34%
Number of salaries quoted 19 3 6
Median salary £35,000 £29,500 £39,000
Median salary % change year-on-year
+18.64% -24.35%
90% offered a salary of more than £24,500 £27,900 £38,875
10% offered a salary of more than £50,000 £31,900 £43,750
UK excluding London median salary £40,000 £38,000 £38,500
% change year-on-year
+5.26% -1.29%
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
598 681 523
As % of all permanent IT jobs located in Cardiff 81.81% 83.76% 78.29%
Number of salaries quoted 526 543 459
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 £27,154 £27,500
10% offered a salary of more than £53,750 £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 26 July 2016.

Data Analysis Salary Histogram in Cardiff

Data Analysis
Top 30 Related IT Skills in Cardiff

For the 6 months to 26 July 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 20 (46.51%) Agile Software Development
2 17 (39.53%) SDLC
3 16 (37.21%) SQL
4 15 (34.88%) Data Transformation
5 14 (32.56%) Finance
5 14 (32.56%) Migration
5 14 (32.56%) Data Migration
5 14 (32.56%) Data Mapping
6 9 (20.93%) C++
6 9 (20.93%) SQL Server
7 8 (18.60%) Microsoft
7 8 (18.60%) Software Engineering
7 8 (18.60%) BPSS Clearance
8 7 (16.28%) SQL Server Integration Services
8 7 (16.28%) Degree
8 7 (16.28%) C
9 6 (13.95%) C#
9 6 (13.95%) Python
9 6 (13.95%) Data Warehouse
9 6 (13.95%) ETL
9 6 (13.95%) TCP/IP
9 6 (13.95%) SQL Server Reporting Services
9 6 (13.95%) Computer Science
9 6 (13.95%) Haskell
9 6 (13.95%) Erlang
9 6 (13.95%) Functional Programming
9 6 (13.95%) Analytics
9 6 (13.95%) Machine Learning
10 5 (11.63%) Scrum
10 5 (11.63%) SAS

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 5 (11.63%) SAS
2 1 (2.33%) Apache Spark
Applications
1 5 (11.63%) MS Excel
2 3 (6.98%) MS PowerPoint
2 3 (6.98%) MS Visio
2 3 (6.98%) SPSS
3 1 (2.33%) MS Office
Cloud Services
1 2 (4.65%) Office 365
2 1 (2.33%) Amazon AWS
2 1 (2.33%) Cloud Computing
2 1 (2.33%) Microsoft Azure
Communications & Networking
1 6 (13.95%) TCP/IP
2 3 (6.98%) HTTP
2 3 (6.98%) tcpdump
3 2 (4.65%) Firewall
3 2 (4.65%) VPN
4 1 (2.33%) Internet
Database & Business Intelligence
1 9 (20.93%) SQL Server
2 7 (16.28%) SQL Server Integration Services
3 6 (13.95%) Data Warehouse
3 6 (13.95%) SQL Server Reporting Services
4 4 (9.30%) NoSQL
4 4 (9.30%) SQL Server 2008
5 3 (6.98%) Apache Cassandra
5 3 (6.98%) Big Data
5 3 (6.98%) Data Mining
5 3 (6.98%) MySQL
5 3 (6.98%) Riak
5 3 (6.98%) SQL Server Analysis Services
5 3 (6.98%) SSDT
6 2 (4.65%) Microsoft Analysis Services
6 2 (4.65%) Power BI
6 2 (4.65%) PowerPivot
6 2 (4.65%) Relational Database
6 2 (4.65%) SQL Server 2012
7 1 (2.33%) Hadoop
7 1 (2.33%) OLAP
Development Applications
1 4 (9.30%) Team Foundation Server
2 3 (6.98%) Subversion
2 3 (6.98%) Visual Studio
3 1 (2.33%) SQL Server Management Studio (SSMS)
General
1 14 (32.56%) Finance
2 4 (9.30%) Advertising
3 3 (6.98%) Welsh Language
Job Titles
1 15 (34.88%) Data Engineer
2 14 (32.56%) Data Migration Engineer
2 14 (32.56%) Migration Engineer
3 10 (23.26%) Analyst
4 9 (20.93%) Developer
5 6 (13.95%) Data Analyst
6 5 (11.63%) Software Engineer
7 3 (6.98%) Business Analyst
7 3 (6.98%) Cybersecurity Engineer
7 3 (6.98%) Erlang Developer
7 3 (6.98%) Security Engineer
7 3 (6.98%) Software Developer
7 3 (6.98%) SQL Developer
7 3 (6.98%) Web Developer
8 2 (4.65%) Data Scientist
8 2 (4.65%) IT Support
8 2 (4.65%) IT Support Technician
8 2 (4.65%) IT Technician
8 2 (4.65%) Research Engineer
8 2 (4.65%) Support Technician
Libraries, Frameworks & Software Standards
1 3 (6.98%) .NET
1 3 (6.98%) .NET Framework
1 3 (6.98%) ASP.NET
1 3 (6.98%) ASP.NET MVC
1 3 (6.98%) CSS
1 3 (6.98%) Entity Framework
1 3 (6.98%) Highcharts JS
1 3 (6.98%) HTML
1 3 (6.98%) HTML5
1 3 (6.98%) jQuery
1 3 (6.98%) KnockoutJS
1 3 (6.98%) RequireJS
1 3 (6.98%) SignalR
1 3 (6.98%) WCF
2 2 (4.65%) MDX
3 1 (2.33%) Lucene
3 1 (2.33%) Web Services
Miscellaneous
1 6 (13.95%) Computer Science
2 3 (6.98%) Analytical Skills
2 3 (6.98%) Grid Computing
2 3 (6.98%) Statistics
3 2 (4.65%) Data Integration
3 2 (4.65%) Informatics
3 2 (4.65%) Life Science
3 2 (4.65%) Mathematics
4 1 (2.33%) Internet of Things
4 1 (2.33%) Streaming Video
Operating Systems
1 3 (6.98%) Linux
1 3 (6.98%) Unix
1 3 (6.98%) Windows
2 2 (4.65%) Windows Server
2 2 (4.65%) Windows Server 2012
Processes & Methodologies
1 20 (46.51%) Agile Software Development
2 17 (39.53%) SDLC
3 15 (34.88%) Data Transformation
4 14 (32.56%) Data Mapping
4 14 (32.56%) Data Migration
4 14 (32.56%) Migration
5 8 (18.60%) Software Engineering
6 6 (13.95%) Analytics
6 6 (13.95%) ETL
6 6 (13.95%) Functional Programming
6 6 (13.95%) Machine Learning
7 5 (11.63%) Scrum
8 3 (6.98%) Business Intelligence
8 3 (6.98%) Cybersecurity
8 3 (6.98%) Multithreading
8 3 (6.98%) MVC
8 3 (6.98%) Online Security
8 3 (6.98%) SOA
8 3 (6.98%) Web Development
9 2 (4.65%) Continuous Improvement
Programming Languages
1 16 (37.21%) SQL
2 9 (20.93%) C++
3 7 (16.28%) C
4 6 (13.95%) C#
4 6 (13.95%) Erlang
4 6 (13.95%) Haskell
4 6 (13.95%) Python
5 4 (9.30%) Java
5 4 (9.30%) Scala
6 3 (6.98%) Clojure
6 3 (6.98%) JavaScript
6 3 (6.98%) Lisp
6 3 (6.98%) T-SQL
6 3 (6.98%) VB.NET
7 1 (2.33%) MATLAB
Qualifications
1 8 (18.60%) BPSS Clearance
2 7 (16.28%) Degree
3 4 (9.30%) ISEB
4 2 (4.65%) HND
4 2 (4.65%) IIBA
4 2 (4.65%) MCSA
4 2 (4.65%) MCSE
4 2 (4.65%) Microsoft Certification
5 1 (2.33%) ISTQB
5 1 (2.33%) PMI Certification
5 1 (2.33%) PMP
Quality Assurance & Compliance
1 4 (9.30%) Data Quality
System Software
1 3 (6.98%) Snort
2 2 (4.65%) Active Directory
2 2 (4.65%) Hyper-V
Vendors
1 8 (18.60%) Microsoft
2 2 (4.65%) Cisco
Cardiff, South Glamorgan
CPS Group UK
Salary: £28000 - £35000 per annum + penison, benefits
Posted: 5 days ago
Cardiff, South Glamorgan
KDR
Salary: £35000 - £45000 per annum + greenfield environment!
Posted: 4 days ago
Cardiff, South Glamorgan
NHS Wales Shared Services Partnership
Salary: From £31,383 to £41,373 per annum
Posted: 14 days ago