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

Data Analysis
UK / Wales
3 months to
23 Apr 2017
Same period 2016 Same period 2015
Rank 78 53 83
Rank change year-on-year -25 +30  
Permanent jobs citing Data Analysis 20 48 18
As % of all permanent IT jobs advertised in Wales 1.81% 3.56% 1.30%
As % of the Processes & Methodologies category 2.07% 4.33% 1.53%
Number of salaries quoted 12 44 10
Median salary £40,000 £40,000 £42,500
Median salary % change year-on-year - -5.88%  
90% offered a salary of more than £20,850 £25,000 £22,500
10% offered a salary of more than £42,500 £50,000 £55,750
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 Wales with a requirement for process and methodology skills.

Process & Methodology Skills
Wales
Permanent job vacancies with a requirement for process and methodology skills 966 1108 1175
As % of all permanent IT job vacancies advertised in Wales 87.26% 82.07% 84.65%
Number of salaries quoted 781 933 988
Median salary £40,000 £39,000 £37,500
Median salary % change year-on-year +2.56% +4.00%  
90% offered a salary of more than £28,000 £27,000 £26,500
10% offered a salary of more than £55,000 £55,000 £53,500
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Data Analysis
Job Vacancy Trend in Wales

The job posting trend of jobs advertised in 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 Wales

Data Analysis
Salary Trend in Wales

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

Salary trend for Data Analysis in Wales

Data Analysis
Salary Histogram in Wales

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

Salary histogram for Data Analysis in Wales

Data Analysis
Job Locations in 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 Wales region over the 3 months to 23 April 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
South Wales -23 16 £40,000 -5.88% 1
North Wales +4 4 - -
Data Analysis
UK

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

1 21 (61.76%) SQL
2 12 (35.29%) SQL Server
3 11 (32.35%) ETL
4 9 (26.47%) Windows
4 9 (26.47%) Analytical Skills
5 8 (23.53%) Microsoft
6 7 (20.59%) Finance
6 7 (20.59%) Analytics
7 6 (17.65%) SQL Server Integration Services
7 6 (17.65%) Business Intelligence
7 6 (17.65%) Data Warehouse
8 5 (14.71%) Visualisation
8 5 (14.71%) High Availability
8 5 (14.71%) SQL Server 2012
9 4 (11.76%) Data Visualisation
9 4 (11.76%) Data Governance
9 4 (11.76%) Data Cleansing
10 3 (8.82%) Management Information System
10 3 (8.82%) Dynamics NAV
10 3 (8.82%) Agile Software Development
10 3 (8.82%) Oracle Reports
10 3 (8.82%) Oracle
10 3 (8.82%) C
10 3 (8.82%) C++
10 3 (8.82%) SLA
10 3 (8.82%) ITIL
10 3 (8.82%) TCP/IP
10 3 (8.82%) Stakeholder Engagement
10 3 (8.82%) Requirements Analysis
10 3 (8.82%) Degree

Data Analysis
Co-occurring IT Skills in 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:

Applications
1 2 (5.88%) Microsoft Office
2 1 (2.94%) Microsoft Excel
2 1 (2.94%) Microsoft PowerPoint
2 1 (2.94%) MS Visio
Business Applications
1 3 (8.82%) Dynamics NAV
2 1 (2.94%) Radian6
Cloud Services
1 2 (5.88%) Amazon AWS
2 1 (2.94%) Google Analytics
Communications & Networking
1 3 (8.82%) TCP/IP
Database & Business Intelligence
1 12 (35.29%) SQL Server
2 6 (17.65%) Data Warehouse
2 6 (17.65%) SQL Server Integration Services
3 5 (14.71%) SQL Server 2012
4 3 (8.82%) Oracle Reports
4 3 (8.82%) Relational Database
5 2 (5.88%) Apache Cassandra
5 2 (5.88%) NoSQL
5 2 (5.88%) Riak
6 1 (2.94%) Amazon Redshift
6 1 (2.94%) Oracle Database
6 1 (2.94%) Power BI
6 1 (2.94%) SQL Server Reporting Services
6 1 (2.94%) Star Schema
Development Applications
1 1 (2.94%) Oracle Forms
General
1 7 (20.59%) Finance
2 1 (2.94%) Advertising
2 1 (2.94%) Back Office
2 1 (2.94%) French Language
2 1 (2.94%) German Language
2 1 (2.94%) Italian Language
2 1 (2.94%) Retail
2 1 (2.94%) Spanish Language
2 1 (2.94%) Welsh Language
Job Titles
1 15 (44.12%) Developer
2 14 (41.18%) Analyst
3 10 (29.41%) SQL Developer
4 5 (14.71%) Business Analyst
4 5 (14.71%) Data Analyst
5 4 (11.76%) Senior Developer
5 4 (11.76%) Senior SQL Developer
6 3 (8.82%) Applications Support
6 3 (8.82%) Support Analyst
7 2 (5.88%) Business Intelligence Developer
7 2 (5.88%) Erlang Developer
7 2 (5.88%) Senior Analyst
7 2 (5.88%) Senior Business Analyst
7 2 (5.88%) Software Developer
8 1 (2.94%) Analyst Developer
8 1 (2.94%) Applications Support Analyst
8 1 (2.94%) Dynamics NAV Developer
8 1 (2.94%) Oracle Developer
8 1 (2.94%) Performance Analyst
8 1 (2.94%) SQL DBA
Miscellaneous
1 9 (26.47%) Analytical Skills
2 3 (8.82%) Enterprise Software
2 3 (8.82%) Management Information System
3 2 (5.88%) CMDB
3 2 (5.88%) Data Centre
3 2 (5.88%) Driving Licence
4 1 (2.94%) Computer Science
4 1 (2.94%) Data Structures
4 1 (2.94%) EPoS
4 1 (2.94%) Social Media
Operating Systems
1 9 (26.47%) Windows
2 2 (5.88%) Windows Server
Processes & Methodologies
1 11 (32.35%) ETL
2 7 (20.59%) Analytics
3 6 (17.65%) Business Intelligence
4 5 (14.71%) High Availability
4 5 (14.71%) Visualisation
5 4 (11.76%) Data Cleansing
5 4 (11.76%) Data Governance
5 4 (11.76%) Data Visualisation
6 3 (8.82%) Agile Software Development
6 3 (8.82%) ITIL
6 3 (8.82%) Requirements Analysis
6 3 (8.82%) Stakeholder Engagement
7 2 (5.88%) Asset Management
7 2 (5.88%) Configuration Management
7 2 (5.88%) Mathematics
7 2 (5.88%) Multithreading
7 2 (5.88%) Statistics
7 2 (5.88%) Test Scripting
7 2 (5.88%) User Acceptance Testing
7 2 (5.88%) Validation
Programming Languages
1 21 (61.76%) SQL
2 3 (8.82%) C
2 3 (8.82%) C++
3 2 (5.88%) Clojure
3 2 (5.88%) Erlang
3 2 (5.88%) Haskell
3 2 (5.88%) Scala
4 1 (2.94%) C#
4 1 (2.94%) Java
4 1 (2.94%) PL/SQL
4 1 (2.94%) Python
Qualifications
1 3 (8.82%) Degree
2 2 (5.88%) ITIL Certification
3 1 (2.94%) ISEB
3 1 (2.94%) SAP Certification
3 1 (2.94%) Security Cleared
Quality Assurance & Compliance
1 3 (8.82%) SLA
2 2 (5.88%) QA
3 1 (2.94%) Data Quality
3 1 (2.94%) ISO 9001
3 1 (2.94%) ISO/IEC 27001
3 1 (2.94%) ISO22301
Vendors
1 8 (23.53%) Microsoft
2 3 (8.82%) Oracle
3 2 (5.88%) Tableau
4 1 (2.94%) Google
4 1 (2.94%) HP
4 1 (2.94%) SAP
4 1 (2.94%) Veritas
4 1 (2.94%) VMware
Cardiff, South Glamorgan
Michael Page International
Salary: £20000 - £33000 per annum + Benefits
Posted: 2 days ago