The following table provides summary statistics for permanent job vacancies advertised in Cardiff with a requirement for Data Analysis skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Analysis over the 3 months to 28 March 2017 with a comparison to the same period in the previous 2 years.

Data Analysis
South Wales / Cardiff
3 months to
28 Mar 2017
Same period 2016 Same period 2015
Rank 63 46 62
Rank change year-on-year -17 +16  
Permanent jobs citing Data Analysis 4 25 8
As % of all permanent IT jobs advertised in Cardiff 0.72% 3.58% 1.21%
As % of the Processes & Methodologies category 0.81% 4.25% 1.42%
Number of salaries quoted 3 25 6
Median salary £40,000 £50,000 £32,500
Median salary % change year-on-year -20.00% +53.84%  
90% offered a salary of more than £36,000 £30,971 £23,000
10% offered a salary of more than £42,000 £52,500 £61,250
UK excluding London median salary £40,000 £40,000 £37,500
% change year-on-year - +6.66%  

Data Analysis is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Cardiff with a requirement for process and methodology skills.

Process & Methodology Skills
Cardiff
Permanent job vacancies with a requirement for process and methodology skills 496 588 565
As % of all permanent IT job vacancies advertised in Cardiff 89.21% 84.12% 85.74%
Number of salaries quoted 439 479 490
Median salary £40,000 £37,500 £35,000
Median salary % change year-on-year +6.66% +7.14%  
90% offered a salary of more than £27,500 £26,000 £25,000
10% offered a salary of more than £57,500 £52,500 £51,500
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Data Analysis
Job Vacancy Trend in Cardiff

The job posting trend of jobs advertised in Cardiff citing Data Analysis as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Data Analysis 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 in Cardiff.

Salary trend for Data Analysis in Cardiff

For the 6 months to 28 March 2017, 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 10 (66.67%) SQL
2 9 (60.00%) ETL
3 7 (46.67%) SQL Server Integration Services
3 7 (46.67%) SQL Server
4 6 (40.00%) Windows
4 6 (40.00%) High Availability
4 6 (40.00%) SQL Server 2012
4 6 (40.00%) Analytics
5 5 (33.33%) Scala
5 5 (33.33%) Finance
6 4 (26.67%) Python
6 4 (26.67%) Statistical Modelling
7 3 (20.00%) Apache Pig
7 3 (20.00%) Apache Spark
7 3 (20.00%) Algorithms
7 3 (20.00%) Statistical Learning
7 3 (20.00%) Hadoop
7 3 (20.00%) Apache Hive
7 3 (20.00%) R
7 3 (20.00%) Machine Learning
7 3 (20.00%) Mahout
7 3 (20.00%) Big Data
7 3 (20.00%) Business Intelligence
7 3 (20.00%) Data Warehouse
8 2 (13.33%) TCP/IP
8 2 (13.33%) C
8 2 (13.33%) C++
8 2 (13.33%) Agile Software Development
8 2 (13.33%) Haskell
8 2 (13.33%) Erlang

Data Analysis
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
Applications
1 1 (6.67%) MS Excel
Cloud Services
1 1 (6.67%) Amazon AWS
Communications & Networking
1 2 (13.33%) TCP/IP
Database & Business Intelligence
1 7 (46.67%) SQL Server
1 7 (46.67%) SQL Server Integration Services
2 6 (40.00%) SQL Server 2012
3 3 (20.00%) Apache Hive
3 3 (20.00%) Big Data
3 3 (20.00%) Data Warehouse
3 3 (20.00%) Hadoop
3 3 (20.00%) Mahout
4 2 (13.33%) Apache Cassandra
4 2 (13.33%) NoSQL
4 2 (13.33%) Riak
5 1 (6.67%) Amazon Redshift
5 1 (6.67%) Oracle Database
5 1 (6.67%) Oracle Reports
5 1 (6.67%) Power BI
5 1 (6.67%) SQL Server Reporting Services
5 1 (6.67%) Star Schema
Development Applications
1 1 (6.67%) Oracle Forms
General
1 5 (33.33%) Finance
Job Titles
1 12 (80.00%) Developer
2 8 (53.33%) SQL Developer
3 3 (20.00%) Data Scientist
3 3 (20.00%) Machine Learning Scientist
4 2 (13.33%) Business Intelligence Developer
4 2 (13.33%) DBA
4 2 (13.33%) Erlang Developer
4 2 (13.33%) Software Developer
4 2 (13.33%) SQL DBA
5 1 (6.67%) Data Warehouse Developer
5 1 (6.67%) Oracle Developer
5 1 (6.67%) Senior Developer
5 1 (6.67%) Senior SQL Developer
Miscellaneous
1 3 (20.00%) Algorithms
2 1 (6.67%) Data Structures
Operating Systems
1 6 (40.00%) Windows
Processes & Methodologies
1 9 (60.00%) ETL
2 6 (40.00%) Analytics
2 6 (40.00%) High Availability
3 4 (26.67%) Statistical Modelling
4 3 (20.00%) Business Intelligence
4 3 (20.00%) Machine Learning
4 3 (20.00%) Statistical Learning
5 2 (13.33%) Agile Software Development
5 2 (13.33%) Functional Programming
5 2 (13.33%) Multithreading
6 1 (6.67%) Data Cleansing
6 1 (6.67%) Data Governance
6 1 (6.67%) Data Integration
6 1 (6.67%) Data Visualisation
6 1 (6.67%) Mentoring
6 1 (6.67%) Validation
6 1 (6.67%) Visualisation
Programming Languages
1 10 (66.67%) SQL
2 5 (33.33%) Scala
3 4 (26.67%) Python
4 3 (20.00%) R
5 2 (13.33%) C
5 2 (13.33%) C++
5 2 (13.33%) Clojure
5 2 (13.33%) Erlang
5 2 (13.33%) Haskell
6 1 (6.67%) PL/SQL
Qualifications
1 1 (6.67%) Degree
Quality Assurance & Compliance
1 1 (6.67%) Data Quality
Vendors
1 1 (6.67%) Microsoft
1 1 (6.67%) Oracle
1 1 (6.67%) Tableau
Cardiff, South Glamorgan
CPS Group UK
Salary: £35000 - £45000 per annum + 10% bonus, pension, training
Posted: Yesterday