Period
to 18 January 2018

The following table provides summary statistics for permanent job vacancies advertised in Cardiff with a requirement for Analytics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Analytics over the 6 months to 18 January 2018 with a comparison to the same period in the previous 2 years.

Analytics
South Wales > Cardiff
6 months to
18 Jan 2018
Same period 2017 Same period 2016
Rank 62 82 98
Rank change year-on-year +20 +16 -18
Permanent jobs citing Analytics 15 22 19
As % of all permanent IT jobs advertised in Cardiff 1.92% 1.79% 1.30%
As % of the Processes & Methodologies category 2.08% 1.95% 1.54%
Number of salaries quoted 16 25 16
Cardiff median annual salary £35,000 £45,000 £45,000
Median salary % change year-on-year -22.22% - +38.46%
10th Percentile £21,500 £26,750 £31,250
90th Percentile £54,750 £65,000 £62,500
South Wales median annual salary £38,500 £31,000 £45,000
% change year-on-year +24.19% -31.11% +9.09%

Analytics is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Cardiff with a requirement for process or methodology skills.

All Process and Methodology Skills
Cardiff
Permanent vacancies with a requirement for process or methodology skills 720 1,129 1,233
As % of all permanent IT jobs advertised in Cardiff 92.31% 91.64% 84.28%
Number of salaries quoted 633 1,048 1,069
Cardiff median annual salary £37,500 £37,500 £35,000
Median salary % change year-on-year - +7.14% -
10th Percentile £24,750 £22,925 £22,750
90th Percentile £54,950 £57,500 £53,050
South Wales median annual salary £38,500 £37,500 £37,000
% change year-on-year +2.67% +1.35% +5.71%

Analytics
Job Vacancy Trend in Cardiff

Job postings citing Analytics as a percentage of all IT jobs advertised in Cardiff.

Job vacancy trend for Analytics in Cardiff

Analytics
Salary Trend in Cardiff

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

Salary trend for Analytics in Cardiff

Analytics
Salary Histogram in Cardiff

The salary distribution of IT jobs citing Analytics in Cardiff over the 6 months to 18 January 2018.

Salary histogram for Analytics in Cardiff

For the 6 months to 18 January 2018, 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 (60.00%) SQL
2 7 (46.67%) SQL Server
2 7 (46.67%) ETL
3 6 (40.00%) Agile Software Development
4 5 (33.33%) QA
5 4 (26.67%) Big Data
5 4 (26.67%) Data Analytics
5 4 (26.67%) SDLC
5 4 (26.67%) Data Warehouse
5 4 (26.67%) MySQL
5 4 (26.67%) Oracle
6 3 (20.00%) T-SQL
6 3 (20.00%) Data Modelling
6 3 (20.00%) Microsoft
6 3 (20.00%) Business Intelligence
6 3 (20.00%) SQL Server Reporting Services
6 3 (20.00%) Data Analysis
6 3 (20.00%) Software Engineering
6 3 (20.00%) Data Mining
6 3 (20.00%) SQL Server Integration Services
6 3 (20.00%) Technical Architecture
6 3 (20.00%) Degree
6 3 (20.00%) Finance
6 3 (20.00%) Games
6 3 (20.00%) PostgreSQL
6 3 (20.00%) Scrum
6 3 (20.00%) ETL Development
6 3 (20.00%) Data Engineering
6 3 (20.00%) Data Quality
6 3 (20.00%) Kimball Methodology

Analytics
Co-occurring 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 3 (20.00%) Apache Pig
1 3 (20.00%) Apache Spark
Cloud Services
1 2 (13.33%) Amazon AWS
1 2 (13.33%) SaaS
2 1 (6.67%) Google Analytics
Database & Business Intelligence
1 7 (46.67%) SQL Server
2 4 (26.67%) Big Data
2 4 (26.67%) Data Warehouse
2 4 (26.67%) MySQL
3 3 (20.00%) Apache Hive
3 3 (20.00%) Data Mining
3 3 (20.00%) Hadoop
3 3 (20.00%) PostgreSQL
3 3 (20.00%) SQL Server Integration Services
3 3 (20.00%) SQL Server Reporting Services
4 2 (13.33%) BusinessObjects
4 2 (13.33%) Relational Database
4 2 (13.33%) WhereScape RED
5 1 (6.67%) Couchbase
5 1 (6.67%) HPCC
5 1 (6.67%) Ingres
5 1 (6.67%) MongoDB
5 1 (6.67%) NoSQL
Development Applications
1 2 (13.33%) Cucumber
1 2 (13.33%) JIRA
1 2 (13.33%) Selenium
1 2 (13.33%) Team Foundation Server
General
1 3 (20.00%) Finance
1 3 (20.00%) Games
2 2 (13.33%) Law
3 1 (6.67%) Marketing
Job Titles
1 4 (26.67%) Analyst
1 4 (26.67%) Developer
2 3 (20.00%) Business Intelligence Developer
2 3 (20.00%) Data Analyst
2 3 (20.00%) Data Integration Analyst
2 3 (20.00%) Integration Analyst
2 3 (20.00%) Junior
3 2 (13.33%) Product Manager
3 2 (13.33%) Quality Engineer
3 2 (13.33%) Senior Quality Engineer
3 2 (13.33%) Senior Test Engineer
3 2 (13.33%) Software Engineer
3 2 (13.33%) Test Engineer
4 1 (6.67%) Delivery Manager
4 1 (6.67%) Junior Business Analyst
4 1 (6.67%) Junior C# Developer
4 1 (6.67%) Junior Developer
4 1 (6.67%) Junior Software Engineer
4 1 (6.67%) Senior Product Manager
4 1 (6.67%) SQL Developer
Libraries, Frameworks & Software Standards
1 2 (13.33%) .NET
1 2 (13.33%) CSS
1 2 (13.33%) HTML
2 1 (6.67%) JSON
2 1 (6.67%) Web Services
2 1 (6.67%) XML
Miscellaneous
1 3 (20.00%) Analytical Skills
1 3 (20.00%) Data Structures
2 2 (13.33%) Algorithms
2 2 (13.33%) Computer Science
Operating Systems
1 1 (6.67%) Linux
1 1 (6.67%) Unix
Processes & Methodologies
1 7 (46.67%) ETL
2 6 (40.00%) Agile Software Development
3 4 (26.67%) Data Analytics
3 4 (26.67%) SDLC
4 3 (20.00%) Business Intelligence
4 3 (20.00%) Data Analysis
4 3 (20.00%) Data Cleansing
4 3 (20.00%) Data Engineering
4 3 (20.00%) Data Integration
4 3 (20.00%) Dimensional Modelling
4 3 (20.00%) ETL Development
4 3 (20.00%) Kimball Methodology
4 3 (20.00%) MapReduce
4 3 (20.00%) Product Management
4 3 (20.00%) Scrum
4 3 (20.00%) Security Architecture
4 3 (20.00%) Software Engineering
4 3 (20.00%) Technical Architecture
4 3 (20.00%) User Acceptance Testing
4 3 (20.00%) Visualisation
Programming Languages
1 9 (60.00%) SQL
2 3 (20.00%) T-SQL
3 2 (13.33%) C#
3 2 (13.33%) Java
3 2 (13.33%) JavaScript
3 2 (13.33%) TypeScript
4 1 (6.67%) PHP
4 1 (6.67%) R
Qualifications
1 3 (20.00%) Degree
2 2 (13.33%) Computer Science Degree
3 1 (6.67%) ISEB
Quality Assurance & Compliance
1 5 (33.33%) QA
2 3 (20.00%) Data Quality
3 2 (13.33%) SLA
Vendors
1 4 (26.67%) Oracle
2 3 (20.00%) Microsoft
3 1 (6.67%) Actian
3 1 (6.67%) Google