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

3 months to
1 Jul 2016
Same period 2015 Same period 2014
Analytics
Rank 69 71 70
Rank change year-on-year
+2 -1
Permanent jobs citing Analytics 5 6 2
As % of all permanent IT jobs located in Cardiff 0.71% 0.77% 0.29%
As % of the Processes & Methodologies category 0.87% 0.91% 0.36%
Number of salaries quoted 5 4 1
Median salary £28,000 £65,000 £45,000
Median salary % change year-on-year
-56.92% +44.44%
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
574 656 559
As % of all permanent IT jobs located in Cardiff 81.53% 84.43% 81.49%
Number of salaries quoted 499 523 478
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 £27,500 £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%

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 1 July 2016.

Analytics Salary Histogram in Cardiff

Analytics
Top 30 Related IT Skills in Cardiff

For the 6 months to 1 July 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%) SQL
1 9 (50.00%) Agile Software Development
2 8 (44.44%) C#
2 8 (44.44%) Business Intelligence
3 7 (38.89%) Data Warehouse
4 6 (33.33%) SQL Server
4 6 (33.33%) Scrum
4 6 (33.33%) SQL Server Reporting Services
5 5 (27.78%) Data Analysis
5 5 (27.78%) SQL Server Integration Services
5 5 (27.78%) T-SQL
5 5 (27.78%) ETL
5 5 (27.78%) SAS
5 5 (27.78%) SQL Server Analysis Services
5 5 (27.78%) PowerPivot
5 5 (27.78%) Kimball Methodology
5 5 (27.78%) Power BI
6 4 (22.22%) Big Data
6 4 (22.22%) Analytical Skills
6 4 (22.22%) Scala
6 4 (22.22%) Python
6 4 (22.22%) C++
6 4 (22.22%) Java
6 4 (22.22%) MDX
7 3 (16.67%) TDD
7 3 (16.67%) Advertising
7 3 (16.67%) Software Engineering
7 3 (16.67%) Microsoft
7 3 (16.67%) Hadoop
7 3 (16.67%) Mathematics

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 5 (27.78%) SAS
2 2 (11.11%) Apache Spark
2 2 (11.11%) CMS
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 7 (38.89%) Data Warehouse
2 6 (33.33%) SQL Server
2 6 (33.33%) SQL Server Reporting Services
3 5 (27.78%) Power BI
3 5 (27.78%) PowerPivot
3 5 (27.78%) SQL Server Analysis Services
3 5 (27.78%) SQL Server Integration Services
4 4 (22.22%) Big Data
5 3 (16.67%) Hadoop
6 2 (11.11%) Data Mining
6 2 (11.11%) Enterprise Data Warehouse
6 2 (11.11%) Microsoft Analysis Services
6 2 (11.11%) NoSQL
7 1 (5.56%) BusinessObjects
7 1 (5.56%) QlikView
7 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 3 (16.67%) Advertising
2 2 (11.11%) French Language
2 2 (11.11%) Games
2 2 (11.11%) Italian Language
2 2 (11.11%) Marketing
2 2 (11.11%) Portuguese Language
2 2 (11.11%) Spanish Language
3 1 (5.56%) Finance
Job Titles
1 5 (27.78%) Developer
2 4 (22.22%) Data Warehouse Developer
2 4 (22.22%) SQL Developer
3 3 (16.67%) Software Engineer
4 2 (11.11%) Analytics Manager
4 2 (11.11%) Architect
4 2 (11.11%) Data Architect
4 2 (11.11%) Data Scientist
4 2 (11.11%) Pricing Manager
4 2 (11.11%) SEO Executive
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%) Data Engineer
5 1 (5.56%) Graduate Test Engineer
5 1 (5.56%) Infrastructure Security Engineer
5 1 (5.56%) Research Engineer
5 1 (5.56%) SQL BI Developer
5 1 (5.56%) SQL Server Data Warehouse 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 4 (22.22%) Analytical Skills
2 3 (16.67%) Mathematics
3 2 (11.11%) Computer Science
3 2 (11.11%) Social Media
3 2 (11.11%) Statistics
3 2 (11.11%) Virtual Team
4 1 (5.56%) Data Integration
4 1 (5.56%) Fintech
4 1 (5.56%) Informatics
4 1 (5.56%) Life Science
4 1 (5.56%) Mobile App
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 9 (50.00%) Agile Software Development
2 8 (44.44%) Business Intelligence
3 6 (33.33%) Scrum
4 5 (27.78%) Data Analysis
4 5 (27.78%) ETL
4 5 (27.78%) Kimball Methodology
5 3 (16.67%) Software Engineering
5 3 (16.67%) TDD
6 2 (11.11%) Data Analytics
6 2 (11.11%) Data Migration
6 2 (11.11%) Link Building
6 2 (11.11%) Machine Learning
6 2 (11.11%) Migration
6 2 (11.11%) Online Marketing
6 2 (11.11%) Pay per click
6 2 (11.11%) Performance Testing
6 2 (11.11%) Project Planning
6 2 (11.11%) Search Engine Marketing
6 2 (11.11%) SEO
6 2 (11.11%) Web Analytics
Programming Languages
1 9 (50.00%) SQL
2 8 (44.44%) C#
3 5 (27.78%) T-SQL
4 4 (22.22%) C++
4 4 (22.22%) Java
4 4 (22.22%) Python
4 4 (22.22%) Scala
5 1 (5.56%) MATLAB
Qualifications
1 3 (16.67%) 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%) Google
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