The following table provides summary statistics for permanent job vacancies advertised in South Wales 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 23 June 2017 with a comparison to the same period in the previous 2 years.

Data Analysis
Wales / South Wales
3 months to
23 Jun 2017
Same period 2016 Same period 2015
Rank 61 55 88
Rank change year-on-year -6 +33  
Permanent jobs citing Data Analysis 9 36 13
As % of all permanent IT jobs advertised in South Wales 1.24% 3.22% 1.04%
As % of the Processes & Methodologies category 1.37% 3.76% 1.22%
Number of salaries quoted 9 33 11
Median salary £40,000 £33,000 £50,000
Median salary % change year-on-year +21.21% -34.00%  
90% offered a salary of more than £31,900 £25,000 £22,500
10% offered a salary of more than £41,940 £50,000 £52,500
UK excluding London median salary £39,000 £40,000 £37,500
% change year-on-year -2.50% +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 South Wales with a requirement for process and methodology skills.

Process & Methodology Skills
South Wales
Permanent job vacancies with a requirement for process and methodology skills 655 957 1067
As % of all permanent IT job vacancies advertised in South Wales 89.97% 85.52% 85.70%
Number of salaries quoted 561 837 903
Median salary £40,000 £40,000 £37,500
Median salary % change year-on-year - +6.66%  
90% offered a salary of more than £29,000 £26,500 £27,500
10% offered a salary of more than £55,000 £55,000 £57,500
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Data Analysis
Job Vacancy Trend in South Wales

The job posting trend of jobs advertised in South Wales 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 South Wales

Data Analysis
Salary Trend in South Wales

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Analysis in South Wales.

Salary trend for Data Analysis in South Wales

Data Analysis
Salary Histogram in South Wales

The salary distribution of IT jobs citing Data Analysis in South Wales over the 3 months to 23 June 2017.

Salary histogram for Data Analysis in South Wales

Data Analysis
Job Locations in South Wales

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Analysis within the South Wales region over the 3 months to 23 June 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Cardiff -3 7 £40,000 -20.00% 1
Newport +9 2 £35,600 -5.06%
Data Analysis
Wales

For the 6 months to 23 June 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 South Wales region with a requirement for Data Analysis.

1 13 (54.17%) SQL
2 11 (45.83%) SQL Server
2 11 (45.83%) Microsoft
3 9 (37.50%) Data Warehouse
3 9 (37.50%) ETL
3 9 (37.50%) Business Intelligence
3 9 (37.50%) Analytics
4 7 (29.17%) Visualisation
4 7 (29.17%) Data Visualisation
4 7 (29.17%) Data Governance
5 6 (25.00%) Data Cleansing
5 6 (25.00%) Finance
6 5 (20.83%) Analytical Skills
7 4 (16.67%) Management Information System
7 4 (16.67%) Degree
8 3 (12.50%) Requirements Analysis
8 3 (12.50%) Agile Software Development
8 3 (12.50%) Data Management
8 3 (12.50%) Oracle
8 3 (12.50%) SLA
8 3 (12.50%) ITIL
8 3 (12.50%) Windows
8 3 (12.50%) Oracle Reports
8 3 (12.50%) Stakeholder Engagement
8 3 (12.50%) Enterprise Software
9 2 (8.33%) Statistical Modelling
9 2 (8.33%) Amazon AWS
9 2 (8.33%) Asset Management
9 2 (8.33%) Data Entry
9 2 (8.33%) QA

Data Analysis
Co-occurring IT Skills in South Wales 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 1 (4.17%) SAS
Applications
1 2 (8.33%) Microsoft Excel
1 2 (8.33%) Microsoft Office
2 1 (4.17%) Microsoft PowerPoint
2 1 (4.17%) MS Visio
Cloud Services
1 2 (8.33%) Amazon AWS
Database & Business Intelligence
1 11 (45.83%) SQL Server
2 9 (37.50%) Data Warehouse
3 3 (12.50%) Oracle Reports
4 2 (8.33%) SQL Server Integration Services
5 1 (4.17%) Amazon Redshift
5 1 (4.17%) Big Data
5 1 (4.17%) Data Mining
5 1 (4.17%) NoSQL
5 1 (4.17%) Oracle Database
5 1 (4.17%) Power BI
5 1 (4.17%) Relational Database
5 1 (4.17%) SQL Server 2012
5 1 (4.17%) SQL Server Reporting Services
5 1 (4.17%) Star Schema
General
1 6 (25.00%) Finance
2 1 (4.17%) Back Office
2 1 (4.17%) French Language
2 1 (4.17%) German Language
2 1 (4.17%) Italian Language
2 1 (4.17%) Marketing
2 1 (4.17%) Retail
2 1 (4.17%) Spanish Language
Job Titles
1 10 (41.67%) Developer
2 9 (37.50%) Analyst
3 8 (33.33%) SQL Developer
4 7 (29.17%) Senior Developer
4 7 (29.17%) Senior SQL Developer
5 5 (20.83%) Business Analyst
6 2 (8.33%) Business Intelligence Developer
6 2 (8.33%) Senior Analyst
6 2 (8.33%) Senior Business Analyst
6 2 (8.33%) Support Analyst
7 1 (4.17%) Customer Analyst
7 1 (4.17%) Customer Insight Analyst
7 1 (4.17%) Data Analyst
7 1 (4.17%) Data Scientist
7 1 (4.17%) Data Warehouse Developer
7 1 (4.17%) Insight Analyst
7 1 (4.17%) Support Technician
Libraries, Frameworks & Software Standards
1 1 (4.17%) Natural Language Processing
Miscellaneous
1 5 (20.83%) Analytical Skills
2 4 (16.67%) Management Information System
3 3 (12.50%) Enterprise Software
4 2 (8.33%) CMDB
4 2 (8.33%) Computer Science
4 2 (8.33%) Data Centre
4 2 (8.33%) Driving Licence
5 1 (4.17%) Algorithms
5 1 (4.17%) Client/Server
5 1 (4.17%) Data Structures
5 1 (4.17%) EPoS
Operating Systems
1 3 (12.50%) Windows
Processes & Methodologies
1 9 (37.50%) Analytics
1 9 (37.50%) Business Intelligence
1 9 (37.50%) ETL
2 7 (29.17%) Data Governance
2 7 (29.17%) Data Visualisation
2 7 (29.17%) Visualisation
3 6 (25.00%) Data Cleansing
4 3 (12.50%) Agile Software Development
4 3 (12.50%) Data Management
4 3 (12.50%) ITIL
4 3 (12.50%) Requirements Analysis
4 3 (12.50%) Stakeholder Engagement
5 2 (8.33%) Asset Management
5 2 (8.33%) Configuration Management
5 2 (8.33%) Data Entry
5 2 (8.33%) Data Modelling
5 2 (8.33%) Mathematics
5 2 (8.33%) Statistics
5 2 (8.33%) Test Scripting
5 2 (8.33%) User Acceptance Testing
Programming Languages
1 13 (54.17%) SQL
2 2 (8.33%) Python
3 1 (4.17%) R
3 1 (4.17%) VBA
Qualifications
1 4 (16.67%) Degree
2 2 (8.33%) ITIL Certification
3 1 (4.17%) ISEB
3 1 (4.17%) Numerate Degree
3 1 (4.17%) PhD
3 1 (4.17%) SAP Certification
3 1 (4.17%) Security Cleared
Quality Assurance & Compliance
1 3 (12.50%) SLA
2 2 (8.33%) QA
3 1 (4.17%) Data Quality
3 1 (4.17%) ISO 22301
3 1 (4.17%) ISO 9001
3 1 (4.17%) ISO/IEC 20000
3 1 (4.17%) ISO/IEC 27001
Vendors
1 11 (45.83%) Microsoft
2 3 (12.50%) Oracle
3 1 (4.17%) HP
3 1 (4.17%) SAP
3 1 (4.17%) Tableau
3 1 (4.17%) Veritas
3 1 (4.17%) VMware