The table below looks at the statistics for Analytics skills in IT jobs advertised for the Cardiff region. Included is a guide to the salaries offered in IT jobs that have cited Analytics over the 3 months to 5 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
5 May 2016
Same period 2015 Same period 2014
Analytics
Rank 54 57 69
Rank change year-on-year
+3 +12
Permanent jobs citing Analytics 13 13 5
As % of all permanent IT jobs located in Cardiff 2.02% 1.96% 0.83%
As % of the Processes & Methodologies category 2.39% 2.31% 0.97%
Number of salaries quoted 10 10 0
Median salary £41,250 £21,000 -
Median salary % change year-on-year
+96.42% -
UK excluding London median salary £45,000 £42,500 £42,500
% change year-on-year
+5.88% -
Analytics
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
543 563 513
As % of all permanent IT jobs located in Cardiff 84.45% 85.05% 84.79%
Number of salaries quoted 462 465 424
Median salary £40,000 £37,500 £35,783
Median salary % change year-on-year
+6.66% +4.79%
90% offered a salary of more than £26,500 £26,500 £28,500
10% offered a salary of more than £50,000 £52,500 £55,000
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

Analytics
Jobs Demand Trend in Cardiff

The demand trend of job ads across the Cardiff region citing Analytics as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Analytics Jobs Demand Trend in Cardiff

Analytics
Salary Trend in Cardiff

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

Analytics Salary Trend in Cardiff

Analytics
Salary Histogram in Cardiff

This chart provides a salary histogram for IT jobs citing Analytics across the Cardiff region over the 3 months to 5 May 2016.

Analytics Salary Histogram in Cardiff

Analytics
Top 30 Related IT Skills in Cardiff

For the 6 months to 5 May 2016, IT jobs citing Analytics 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 Analytics.

1 9 (50.00%) SAS
2 8 (44.44%) C#
2 8 (44.44%) SQL
2 8 (44.44%) Analytical Skills
3 7 (38.89%) Business Intelligence
3 7 (38.89%) Agile Software Development
3 7 (38.89%) Degree
4 6 (33.33%) Mathematics
4 6 (33.33%) French Language
4 6 (33.33%) Italian Language
4 6 (33.33%) Portuguese Language
4 6 (33.33%) Spanish Language
4 6 (33.33%) Games
4 6 (33.33%) Data Warehouse
5 5 (27.78%) SQL Server
5 5 (27.78%) Scrum
5 5 (27.78%) SQL Server Reporting Services
6 4 (22.22%) Data Analysis
6 4 (22.22%) SQL Server Integration Services
6 4 (22.22%) MDX
6 4 (22.22%) T-SQL
6 4 (22.22%) ETL
6 4 (22.22%) Java
6 4 (22.22%) Power BI
6 4 (22.22%) SQL Server Analysis Services
6 4 (22.22%) Scala
6 4 (22.22%) PowerPivot
6 4 (22.22%) Big Data
6 4 (22.22%) Kimball Methodology
7 3 (16.67%) Hadoop

Analytics
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 9 (50.00%) SAS
2 2 (11.11%) Apache Spark
Applications
1 1 (5.56%) SPSS
Cloud Services
1 2 (11.11%) Cloud Computing
2 1 (5.56%) Amazon AWS
2 1 (5.56%) Microsoft Azure
Communications & Networking
1 1 (5.56%) Firewall
Database & Business Intelligence
1 6 (33.33%) Data Warehouse
2 5 (27.78%) SQL Server
2 5 (27.78%) SQL Server Reporting Services
3 4 (22.22%) Big Data
3 4 (22.22%) Power BI
3 4 (22.22%) PowerPivot
3 4 (22.22%) SQL Server Analysis Services
3 4 (22.22%) SQL Server Integration Services
4 3 (16.67%) Hadoop
5 2 (11.11%) Data Mining
5 2 (11.11%) Enterprise Data Warehouse
5 2 (11.11%) Microsoft Analysis Services
5 2 (11.11%) NoSQL
6 1 (5.56%) BusinessObjects
6 1 (5.56%) QlikView
6 1 (5.56%) Relational Database
Development Applications
1 1 (5.56%) Appium
1 1 (5.56%) Calabash
1 1 (5.56%) Cucumber
1 1 (5.56%) eggPlant
1 1 (5.56%) JMeter
1 1 (5.56%) Robotium
1 1 (5.56%) Selenium
1 1 (5.56%) SoapUI
General
1 6 (33.33%) French Language
1 6 (33.33%) Games
1 6 (33.33%) Italian Language
1 6 (33.33%) Portuguese Language
1 6 (33.33%) Spanish Language
2 2 (11.11%) Advertising
3 1 (5.56%) Finance
Job Titles
1 6 (33.33%) Analytics Manager
1 6 (33.33%) Pricing Manager
2 4 (22.22%) Developer
3 3 (16.67%) Data Warehouse Developer
3 3 (16.67%) SQL Developer
4 2 (11.11%) Architect
4 2 (11.11%) Data Architect
4 2 (11.11%) Data Scientist
4 2 (11.11%) Software Engineer
5 1 (5.56%) 3rd Line Engineer
5 1 (5.56%) 3rd Line Infrastructure Engineer
5 1 (5.56%) Analyst
5 1 (5.56%) Big Data Engineer
5 1 (5.56%) C# Developer
5 1 (5.56%) Data Analyst
5 1 (5.56%) Data Engineer
5 1 (5.56%) Graduate
5 1 (5.56%) Graduate Test Engineer
5 1 (5.56%) Infrastructure Engineer
5 1 (5.56%) SQL BI Developer
Libraries, Frameworks & Software Standards
1 4 (22.22%) MDX
2 2 (11.11%) Lucene
2 2 (11.11%) Web Services
3 1 (5.56%) ELK Stack
Miscellaneous
1 8 (44.44%) Analytical Skills
2 6 (33.33%) Mathematics
3 1 (5.56%) Computer Science
3 1 (5.56%) Data Integration
3 1 (5.56%) Fintech
3 1 (5.56%) Mobile App
3 1 (5.56%) Statistics
Operating Systems
1 1 (5.56%) Android
1 1 (5.56%) Apple iOS
1 1 (5.56%) Unix
1 1 (5.56%) Windows
Processes & Methodologies
1 7 (38.89%) Agile Software Development
1 7 (38.89%) Business Intelligence
2 5 (27.78%) Scrum
3 4 (22.22%) Data Analysis
3 4 (22.22%) ETL
3 4 (22.22%) Kimball Methodology
4 3 (16.67%) TDD
5 2 (11.11%) Data Analytics
5 2 (11.11%) Data Migration
5 2 (11.11%) Migration
5 2 (11.11%) Performance Testing
5 2 (11.11%) Project Planning
5 2 (11.11%) Software Engineering
6 1 (5.56%) BDD
6 1 (5.56%) Machine Learning
6 1 (5.56%) Open Source
6 1 (5.56%) SIEM
6 1 (5.56%) Test Automation
6 1 (5.56%) V-Model
6 1 (5.56%) Waterfall
Programming Languages
1 8 (44.44%) C#
1 8 (44.44%) SQL
2 4 (22.22%) Java
2 4 (22.22%) Scala
2 4 (22.22%) T-SQL
3 3 (16.67%) C++
3 3 (16.67%) Python
4 1 (5.56%) MATLAB
Qualifications
1 7 (38.89%) Degree
2 2 (11.11%) MCSA
2 2 (11.11%) MCSE
2 2 (11.11%) Microsoft Certification
Quality Assurance & Compliance
1 2 (11.11%) Data Quality
2 1 (5.56%) ISO/IEC 27001
System Software
1 1 (5.56%) VMware Infrastructure
1 1 (5.56%) XenApp
1 1 (5.56%) XenDesktop
Systems Management
1 1 (5.56%) McAfee ePO
1 1 (5.56%) Nagios
1 1 (5.56%) WSUS
Vendors
1 3 (16.67%) Microsoft
2 2 (11.11%) Oracle
3 1 (5.56%) Citrix
3 1 (5.56%) Intel Security
3 1 (5.56%) MicroStrategy
3 1 (5.56%) Netezza
3 1 (5.56%) Tableau
3 1 (5.56%) Teradata
3 1 (5.56%) VMware