Period
to 16 November 2019

The following table provides summary statistics for permanent job vacancies advertised in Wales with a requirement for Data Warehouse skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Warehouse over the 6 months to 16 November 2019 with a comparison to the same period in the previous 2 years.

Data Warehousing
UK > Wales
6 months to
16 Nov 2019
Same period 2018 Same period 2017
Rank 65 70 120
Rank change year-on-year +5 +50 -38
Permanent jobs citing Data Warehouse 63 66 24
As % of all permanent IT jobs advertised in Wales 3.25% 3.18% 1.17%
As % of the Database & Business Intelligence category 14.25% 11.98% 4.13%
Number of salaries quoted 51 54 22
Wales median annual salary £41,000 £42,500 £35,000
Median salary % change year-on-year -3.53% +21.43% -6.67%
10th Percentile £31,000 £30,318 £21,425
90th Percentile £55,000 £66,882 £53,500
UK median annual salary £55,000 £55,000 £51,000
% change year-on-year - +7.84% -4.67%

Data Warehouse is in the Databases and Business Intelligence category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Wales with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Wales
Permanent vacancies with a requirement for database or business intelligence skills 442 551 581
As % of all permanent IT jobs advertised in Wales 22.82% 26.58% 28.34%
Number of salaries quoted 391 435 523
Wales median annual salary £39,000 £42,500 £38,500
Median salary % change year-on-year -8.24% +10.39% -3.75%
10th Percentile £26,500 £27,500 £23,500
90th Percentile £55,000 £63,550 £55,000
UK median annual salary £52,500 £50,000 £47,500
% change year-on-year +5.00% +5.26% -

Data Warehouse
Job Vacancy Trend in Wales

Job postings citing Data Warehouse as a percentage of all IT jobs advertised in Wales.

Job vacancy trend for Data Warehouse in Wales

Data Warehouse
Salary Trend in Wales

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

Salary trend for Data Warehouse in Wales

Data Warehouse
Salary Histogram in Wales

The salary distribution of IT jobs citing Data Warehouse in Wales over the 6 months to 16 November 2019.

Salary histogram for Data Warehouse in Wales

Data Warehouse
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 Warehouse within the Wales region over the 6 months to 16 November 2019. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
South Wales +12 63 £41,000 -3.53% 12
Data Warehouse
UK

For the 6 months to 16 November 2019, IT jobs citing Data Warehouse also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Wales region with a requirement for Data Warehouse.

1 44 (69.84%) SQL
2 43 (68.25%) Business Intelligence
3 30 (47.62%) ETL
4 27 (42.86%) Analytics
5 26 (41.27%) Agile Software Development
6 24 (38.10%) Power BI
6 24 (38.10%) Power Platform
7 21 (33.33%) SQL Server Integration Services
8 19 (30.16%) SQL Server Reporting Services
8 19 (30.16%) SQL Server
9 18 (28.57%) Relational Database
10 16 (25.40%) T-SQL
10 16 (25.40%) Microsoft
10 16 (25.40%) Finance
10 16 (25.40%) Azure
11 15 (23.81%) Oracle
11 15 (23.81%) Self-Motivation
11 15 (23.81%) Problem-Solving
12 14 (22.22%) Kimball Methodology
13 13 (20.63%) Google
14 12 (19.05%) Microsoft Excel
14 12 (19.05%) Big Data
15 11 (17.46%) Business Analytics
15 11 (17.46%) Data Modelling
15 11 (17.46%) SQL Server Analysis Services
16 10 (15.87%) Visualisation
16 10 (15.87%) Degree
16 10 (15.87%) Python
16 10 (15.87%) Games
16 10 (15.87%) Fintech

Data Warehouse
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:

Application Platforms
1 3 (4.76%) SAS
2 1 (1.59%) Confluence
Applications
1 12 (19.05%) Microsoft Excel
2 2 (3.17%) SPSS
3 1 (1.59%) Microsoft Office
Business Applications
1 2 (3.17%) SAP ERP
Cloud Services
1 24 (38.10%) Power Platform
2 16 (25.40%) Azure
3 9 (14.29%) Google Analytics
4 6 (9.52%) AWS
5 2 (3.17%) GCP
5 2 (3.17%) Office 365
5 2 (3.17%) SaaS
6 1 (1.59%) Azure Data Factory
Communications & Networking
1 2 (3.17%) HTTP
1 2 (3.17%) HTTPS
Database & Business Intelligence
1 24 (38.10%) Power BI
2 21 (33.33%) SQL Server Integration Services
3 19 (30.16%) SQL Server
3 19 (30.16%) SQL Server Reporting Services
4 18 (28.57%) Relational Database
5 12 (19.05%) Big Data
6 11 (17.46%) SQL Server Analysis Services
7 5 (7.94%) Azure SQL Database
7 5 (7.94%) BusinessObjects
7 5 (7.94%) QlikView
8 3 (4.76%) Oracle Database
8 3 (4.76%) SAS EBI
8 3 (4.76%) SQL Server 2016
9 2 (3.17%) Amazon Redshift
9 2 (3.17%) Azure SQL Data Warehouse
9 2 (3.17%) BigQuery
9 2 (3.17%) Enterprise Data Warehouse
9 2 (3.17%) PowerPivot
9 2 (3.17%) SAP HANA
9 2 (3.17%) SAS Data Integration Studio
Development Applications
1 6 (9.52%) MSBuild
2 5 (7.94%) Visual Studio Team System
3 3 (4.76%) JIRA
4 2 (3.17%) Cucumber
4 2 (3.17%) JMeter
4 2 (3.17%) Selenium
4 2 (3.17%) Visual Studio
5 1 (1.59%) Git (software)
5 1 (1.59%) SoapUI
5 1 (1.59%) SQL Server Management Studio (SSMS)
General
1 16 (25.40%) Finance
2 10 (15.87%) Games
3 8 (12.70%) Marketing
4 1 (1.59%) Advertising
4 1 (1.59%) Aerospace
4 1 (1.59%) Back Office
4 1 (1.59%) Military
4 1 (1.59%) Retail
Job Titles
1 36 (57.14%) Developer
2 28 (44.44%) Business Intelligence Developer
3 10 (15.87%) Data Engineer
4 7 (11.11%) Data Warehouse Developer
5 6 (9.52%) Business Developer
5 6 (9.52%) Business Intelligence Lead
5 6 (9.52%) Lead Developer
5 6 (9.52%) Senior Data Engineer
6 5 (7.94%) Analyst
7 4 (6.35%) DBA
8 3 (4.76%) Oracle DBA
8 3 (4.76%) SQL Developer
9 2 (3.17%) Business Intelligence Analyst
9 2 (3.17%) ETL Developer
9 2 (3.17%) Lead Software Design Engineer
9 2 (3.17%) Lead Software Engineer
9 2 (3.17%) Report Analyst
9 2 (3.17%) Senior Software Design Engineer
9 2 (3.17%) Senior Software Engineer
9 2 (3.17%) Software Design Engineer
Libraries, Frameworks & Software Standards
1 2 (3.17%) HTML
1 2 (3.17%) jQuery
1 2 (3.17%) JSON
1 2 (3.17%) React
1 2 (3.17%) Vue.js
1 2 (3.17%) XML
2 1 (1.59%) Django
Miscellaneous
1 15 (23.81%) Self-Motivation
2 5 (7.94%) Analytical Skills
2 5 (7.94%) Social Media
3 4 (6.35%) Data Structures
4 2 (3.17%) PMI
5 1 (1.59%) Augmented Reality
5 1 (1.59%) Reference Data
5 1 (1.59%) Virtual Team
Operating Systems
1 1 (1.59%) Android
1 1 (1.59%) Apple iOS
1 1 (1.59%) Linux
1 1 (1.59%) Windows
Processes & Methodologies
1 43 (68.25%) Business Intelligence
2 30 (47.62%) ETL
3 27 (42.86%) Analytics
4 26 (41.27%) Agile Software Development
5 15 (23.81%) Problem-Solving
6 14 (22.22%) Kimball Methodology
7 11 (17.46%) Business Analytics
7 11 (17.46%) Data Modelling
8 10 (15.87%) Fintech
8 10 (15.87%) Visualisation
9 9 (14.29%) DevOps
10 8 (12.70%) Business Analysis
11 7 (11.11%) Artificial Intelligence
11 7 (11.11%) Coaching
11 7 (11.11%) Computer Science
11 7 (11.11%) Data Engineering
11 7 (11.11%) Scrum
12 6 (9.52%) Continuous Delivery
12 6 (9.52%) Process Improvement
13 5 (7.94%) Data Analytics
Programming Languages
1 44 (69.84%) SQL
2 16 (25.40%) T-SQL
3 10 (15.87%) Python
4 7 (11.11%) Data Analysis Expressions (DAX)
5 5 (7.94%) R
6 3 (4.76%) PHP
7 2 (3.17%) Java
7 2 (3.17%) JavaScript
7 2 (3.17%) MATLAB
7 2 (3.17%) PowerShell
7 2 (3.17%) VBA
8 1 (1.59%) C#
8 1 (1.59%) C++
Qualifications
1 10 (15.87%) Degree
2 3 (4.76%) Numerate Degree
3 2 (3.17%) Computer Science Degree
3 2 (3.17%) ITIL Foundation Certificate
3 2 (3.17%) PMI Certification
4 1 (1.59%) ISTQB
4 1 (1.59%) ISTQB Foundation Certification
4 1 (1.59%) Master's Degree
4 1 (1.59%) MBA
4 1 (1.59%) Security Cleared
Quality Assurance & Compliance
1 2 (3.17%) PMO
2 1 (1.59%) Data Quality
2 1 (1.59%) JSP 440
System Software
1 2 (3.17%) Docker
Vendors
1 16 (25.40%) Microsoft
2 15 (23.81%) Oracle
3 13 (20.63%) Google
4 9 (14.29%) Facebook
5 8 (12.70%) Cognos
6 7 (11.11%) Tableau
7 4 (6.35%) Salesforce.com
7 4 (6.35%) Teradata
8 2 (3.17%) Informatica
8 2 (3.17%) MicroStrategy
8 2 (3.17%) SAP
9 1 (1.59%) IBM