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

3 months to
9 Dec 2016
Same period 2015 Same period 2014
Data Analysis
Rank 62 53 54
Rank change year-on-year
-9 +1
Permanent jobs citing Data Analysis 12 21 9
As % of all permanent IT jobs located in Cardiff 1.82% 3.11% 1.52%
As % of the Processes & Methodologies category 2.07% 3.72% 1.82%
Number of salaries quoted 12 18 8
Median salary £40,000 £29,500 £36,250
Median salary % change year-on-year
+35.59% -18.62%
90% offered a salary of more than £35,000 £25,500 £34,250
10% offered a salary of more than £52,250 £53,250 £41,550
UK excluding London median salary £41,000 £38,500 £40,000
% change year-on-year
+6.49% -3.75%
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
581 565 494
As % of all permanent IT jobs located in Cardiff 87.90% 83.70% 83.59%
Number of salaries quoted 537 505 416
Median salary £35,000 £36,000 £35,000
Median salary % change year-on-year
-2.77% +2.85%
90% offered a salary of more than £26,000 £27,500 £27,500
10% offered a salary of more than £60,000 £52,500 £52,500
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 9 December 2016.

Data Analysis Salary Histogram in Cardiff

Data Analysis
Top 30 Related IT Skills in Cardiff

For the 6 months to 9 December 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 13 (48.15%) SQL Server Integration Services
2 12 (44.44%) SQL
3 10 (37.04%) SQL Server
4 9 (33.33%) Windows
5 8 (29.63%) ETL
6 7 (25.93%) High Availability
6 7 (25.93%) SQL Server 2012
6 7 (25.93%) BPSS Clearance
7 6 (22.22%) Analytics
7 6 (22.22%) Machine Learning
7 6 (22.22%) Data Warehouse
7 6 (22.22%) Python
7 6 (22.22%) Team Foundation Server
7 6 (22.22%) Scala
8 5 (18.52%) Finance
8 5 (18.52%) Agile Software Development
8 5 (18.52%) Statistical Modelling
9 4 (14.81%) Mahout
9 4 (14.81%) Big Data
9 4 (14.81%) Apache Hive
9 4 (14.81%) R
9 4 (14.81%) Apache Pig
9 4 (14.81%) Apache Spark
9 4 (14.81%) Algorithms
9 4 (14.81%) Statistical Learning
9 4 (14.81%) C#
9 4 (14.81%) C++
9 4 (14.81%) Hadoop
10 3 (11.11%) ASP.NET MVC
10 3 (11.11%) HTML5

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 4 (14.81%) Apache Pig
1 4 (14.81%) Apache Spark
2 2 (7.41%) SAS
Applications
1 2 (7.41%) MS Excel
1 2 (7.41%) MS PowerPoint
1 2 (7.41%) MS Visio
1 2 (7.41%) SPSS
Cloud Services
1 2 (7.41%) Office 365
Communications & Networking
1 2 (7.41%) Firewall
1 2 (7.41%) TCP/IP
1 2 (7.41%) VPN
Database & Business Intelligence
1 13 (48.15%) SQL Server Integration Services
2 10 (37.04%) SQL Server
3 7 (25.93%) SQL Server 2012
4 6 (22.22%) Data Warehouse
5 4 (14.81%) Apache Hive
5 4 (14.81%) Big Data
5 4 (14.81%) Hadoop
5 4 (14.81%) Mahout
6 3 (11.11%) SQL Server 2008
6 3 (11.11%) SQL Server Reporting Services
6 3 (11.11%) SSDT
7 2 (7.41%) Apache Cassandra
7 2 (7.41%) NoSQL
7 2 (7.41%) Riak
8 1 (3.70%) Oracle Database
8 1 (3.70%) Oracle Reports
Development Applications
1 6 (22.22%) Team Foundation Server
2 3 (11.11%) Subversion
2 3 (11.11%) Visual Studio
3 1 (3.70%) Oracle Forms
General
1 5 (18.52%) Finance
Job Titles
1 16 (59.26%) Developer
2 11 (40.74%) SQL Developer
3 5 (18.52%) DBA
3 5 (18.52%) SQL DBA
4 4 (14.81%) Data Scientist
5 3 (11.11%) Analyst
5 3 (11.11%) Machine Learning Scientist
5 3 (11.11%) Web Developer
6 2 (7.41%) Business Analyst
6 2 (7.41%) Erlang Developer
6 2 (7.41%) IT Support
6 2 (7.41%) IT Support Technician
6 2 (7.41%) IT Technician
6 2 (7.41%) Research Engineer
6 2 (7.41%) Software Developer
6 2 (7.41%) Software Engineer
6 2 (7.41%) Support Technician
7 1 (3.70%) Data Analyst
7 1 (3.70%) Oracle Developer
Libraries, Frameworks & Software Standards
1 3 (11.11%) .NET
1 3 (11.11%) .NET Framework
1 3 (11.11%) ASP.NET
1 3 (11.11%) ASP.NET MVC
1 3 (11.11%) CSS
1 3 (11.11%) Entity Framework
1 3 (11.11%) Highcharts JS
1 3 (11.11%) HTML
1 3 (11.11%) HTML5
1 3 (11.11%) jQuery
1 3 (11.11%) KnockoutJS
1 3 (11.11%) RequireJS
1 3 (11.11%) SignalR
1 3 (11.11%) WCF
Miscellaneous
1 4 (14.81%) Algorithms
2 2 (7.41%) Computer Science
2 2 (7.41%) Informatics
2 2 (7.41%) Life Science
2 2 (7.41%) Mathematics
2 2 (7.41%) Statistics
Operating Systems
1 9 (33.33%) Windows
2 2 (7.41%) Windows Server
2 2 (7.41%) Windows Server 2012
Processes & Methodologies
1 8 (29.63%) ETL
2 7 (25.93%) High Availability
3 6 (22.22%) Analytics
3 6 (22.22%) Machine Learning
4 5 (18.52%) Agile Software Development
4 5 (18.52%) Statistical Modelling
5 4 (14.81%) Statistical Learning
6 3 (11.11%) MVC
6 3 (11.11%) Scrum
6 3 (11.11%) SOA
6 3 (11.11%) Web Development
7 2 (7.41%) Data Security
7 2 (7.41%) Functional Programming
7 2 (7.41%) Multithreading
7 2 (7.41%) SDLC
7 2 (7.41%) Software Engineering
8 1 (3.70%) Validation
Programming Languages
1 12 (44.44%) SQL
2 6 (22.22%) Python
2 6 (22.22%) Scala
3 4 (14.81%) C#
3 4 (14.81%) C++
3 4 (14.81%) R
4 3 (11.11%) JavaScript
4 3 (11.11%) VB.NET
5 2 (7.41%) C
5 2 (7.41%) Clojure
5 2 (7.41%) Erlang
5 2 (7.41%) Haskell
6 1 (3.70%) PL/SQL
Qualifications
1 7 (25.93%) BPSS Clearance
2 3 (11.11%) Degree
3 2 (7.41%) IIBA
3 2 (7.41%) ISEB
3 2 (7.41%) SC Cleared
3 2 (7.41%) Security Cleared
Quality Assurance & Compliance
1 1 (3.70%) Data Quality
System Software
1 2 (7.41%) Active Directory
1 2 (7.41%) Hyper-V
Vendors
1 2 (7.41%) Cisco
1 2 (7.41%) Microsoft
2 1 (3.70%) Oracle
Cardiff, South Glamorgan
CPS Group UK
Salary: £20000 - £24000 per annum + benifits
Posted: 4 days ago