Period
to 22 September 2019

The following table provides summary statistics for permanent job vacancies advertised in the West Midlands 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 22 September 2019 with a comparison to the same period in the previous 2 years.

Data Warehousing
England > West Midlands
6 months to
22 Sep 2019
Same period 2018 Same period 2017
Rank 101 143 117
Rank change year-on-year +42 -26 -5
Permanent jobs citing Data Warehouse 203 176 268
As % of all permanent IT jobs advertised in the West Midlands 2.73% 2.02% 2.69%
As % of the Database & Business Intelligence category 11.04% 7.87% 8.93%
Number of salaries quoted 175 136 265
West Midlands median annual salary £48,500 £45,000 £45,000
Median salary % change year-on-year +7.78% - +2.86%
10th Percentile £32,500 £30,000 £31,250
90th Percentile £68,500 £63,125 £70,000
England median annual salary £55,000 £55,000 £50,000
% change year-on-year - +10.00% -9.09%

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 the West Midlands with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
West Midlands
Permanent vacancies with a requirement for database or business intelligence skills 1,839 2,236 3,001
As % of all permanent IT jobs advertised in the West Midlands 24.77% 25.63% 30.17%
Number of salaries quoted 1,567 1,816 2,629
West Midlands median annual salary £42,500 £42,500 £40,000
Median salary % change year-on-year - +6.25% +6.67%
10th Percentile £26,650 £27,250 £26,000
90th Percentile £63,750 £63,750 £60,000
England median annual salary £52,500 £50,000 £49,000
% change year-on-year +5.00% +2.04% +3.16%

Data Warehouse
Job Vacancy Trend in the West Midlands

Job postings citing Data Warehouse as a percentage of all IT jobs advertised in the West Midlands.

Job vacancy trend for Data Warehouse in the West Midlands

Data Warehouse
Salary Trend in the West Midlands

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

Salary trend for Data Warehouse in the West Midlands

Data Warehouse
Salary Histogram in the West Midlands

The salary distribution of IT jobs citing Data Warehouse in the West Midlands over the 6 months to 22 September 2019.

Salary histogram for Data Warehouse in the West Midlands

Data Warehouse
Job Locations in the West Midlands

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Warehouse within the West Midlands region over the 6 months to 22 September 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
Birmingham +26 63 £50,000 +11.11% 21
Herefordshire +10 32 £50,000 +25.00% 2
Coventry +33 31 £41,500 +2.53% 7
Shropshire +13 18 £48,750 -
Worcestershire -3 15 £42,500 -16.89% 2
Solihull -6 12 £59,000 -2.48%
Staffordshire -5 10 £35,000 -22.22%
Warwickshire -12 9 £41,250 -13.16% 3
Wolverhampton +16 5 £50,000 +25.00%
Walsall -2 4 - - 1
Sutton Coldfield +14 2 £38,750 -13.89%
Data Warehouse
England

For the 6 months to 22 September 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 West Midlands region with a requirement for Data Warehouse.

1 156 (76.85%) SQL
2 141 (69.46%) Business Intelligence
3 128 (63.05%) SQL Server
4 95 (46.80%) SQL Server Integration Services
5 94 (46.31%) SQL Server Reporting Services
6 92 (45.32%) Microsoft
7 91 (44.83%) ETL
8 87 (42.86%) SQL Server Analysis Services
9 70 (34.48%) T-SQL
10 69 (33.99%) Power Platform
11 68 (33.50%) Analytics
12 66 (32.51%) Power BI
13 56 (27.59%) Agile Software Development
14 41 (20.20%) Azure
15 40 (19.70%) Data Modelling
16 39 (19.21%) Analytical Skills
17 37 (18.23%) Cognos
18 36 (17.73%) Oracle
19 34 (16.75%) Finance
20 31 (15.27%) QlikView
21 29 (14.29%) IBM
22 27 (13.30%) SAP
23 26 (12.81%) DevOps
24 25 (12.32%) Problem-Solving
24 25 (12.32%) SQL Server 2008
25 24 (11.82%) OLAP
26 23 (11.33%) BusinessObjects
26 23 (11.33%) AWS
27 22 (10.84%) Kimball Methodology
27 22 (10.84%) Data Analytics

Data Warehouse
Co-occurring IT Skills in the West Midlands 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 20 (9.85%) SAS
2 8 (3.94%) SharePoint
3 6 (2.96%) Confluence
4 4 (1.97%) Apache
4 4 (1.97%) Tomcat
5 3 (1.48%) WordPress
6 2 (0.99%) IIS
7 1 (0.49%) Apache Spark
Applications
1 7 (3.45%) Microsoft Excel
2 2 (0.99%) Microsoft Office
Business Applications
1 6 (2.96%) Cognos Business Intelligence
1 6 (2.96%) OPENHousing
2 3 (1.48%) Dynamics NAV
2 3 (1.48%) JDE OneWorld
2 3 (1.48%) SAP BPC
2 3 (1.48%) SAP ERP
2 3 (1.48%) SAP Hybris
2 3 (1.48%) SAP Oil and Gas
3 1 (0.49%) Dynamics CRM
3 1 (0.49%) iTrent
3 1 (0.49%) SAP Payroll
Cloud Services
1 69 (33.99%) Power Platform
2 41 (20.20%) Azure
3 23 (11.33%) AWS
4 7 (3.45%) GCP
5 6 (2.96%) Azure Data Factory
5 6 (2.96%) Cloud Computing
5 6 (2.96%) Office 365
6 5 (2.46%) Microsoft Flow
6 5 (2.46%) PaaS
6 5 (2.46%) PowerApps
7 3 (1.48%) Boomi
7 3 (1.48%) Serverless
8 2 (0.99%) Dynamics 365
8 2 (0.99%) IaaS
9 1 (0.49%) SuccessFactors
Communications & Networking
1 6 (2.96%) Internet
2 5 (2.46%) SAN
3 4 (1.97%) Fibre Channel
4 1 (0.49%) NAS
Database & Business Intelligence
1 128 (63.05%) SQL Server
2 95 (46.80%) SQL Server Integration Services
3 94 (46.31%) SQL Server Reporting Services
4 87 (42.86%) SQL Server Analysis Services
5 66 (32.51%) Power BI
6 31 (15.27%) QlikView
7 25 (12.32%) SQL Server 2008
8 24 (11.82%) OLAP
9 23 (11.33%) BusinessObjects
10 18 (8.87%) Big Data
11 17 (8.37%) Cognos Framework Manager
11 17 (8.37%) Relational Database
11 17 (8.37%) SQL Server 2014
12 15 (7.39%) Microsoft Analysis Services
13 13 (6.40%) Hadoop
13 13 (6.40%) Qlik Sense
14 12 (5.91%) OLAP Cube
14 12 (5.91%) Pentaho
14 12 (5.91%) SQL Server 2017
15 11 (5.42%) SQL Server 2012
Development Applications
1 13 (6.40%) Git (software)
2 11 (5.42%) Artifactory
2 11 (5.42%) Bitbucket
2 11 (5.42%) Jenkins
2 11 (5.42%) Maven
3 7 (3.45%) JIRA
3 7 (3.45%) Team Foundation Server
4 4 (1.97%) Oracle Forms
4 4 (1.97%) Selenium
4 4 (1.97%) Visual Studio
5 3 (1.48%) JMeter
6 2 (0.99%) SQL Server Management Studio (SSMS)
6 2 (0.99%) Subversion
7 1 (0.49%) Appium
7 1 (0.49%) Bugzilla
7 1 (0.49%) WebDriver
General
1 34 (16.75%) Finance
2 18 (8.87%) Manufacturing
3 17 (8.37%) Public Sector
4 15 (7.39%) Telecoms
5 13 (6.40%) Billing
6 11 (5.42%) Social Housing
7 8 (3.94%) Electronics
7 8 (3.94%) Marketing
7 8 (3.94%) Retail
8 6 (2.96%) Legal
9 5 (2.46%) Local Government
10 2 (0.99%) French Language
11 1 (0.49%) Banking
11 1 (0.49%) Publishing
Job Titles
1 84 (41.38%) Developer
2 46 (22.66%) Business Intelligence Developer
3 38 (18.72%) SQL Developer
4 20 (9.85%) Analyst
5 18 (8.87%) Consultant
5 18 (8.87%) SSRS Developer
6 16 (7.88%) Architect
6 16 (7.88%) SSIS Developer
7 13 (6.40%) SSAS Developer
8 12 (5.91%) Data Architect
8 12 (5.91%) SQL BI Developer
9 11 (5.42%) Business Developer
9 11 (5.42%) Business Intelligence Consultant
10 10 (4.93%) Business Intelligence Analyst
11 9 (4.43%) Data Warehouse Consultant
11 9 (4.43%) Senior Developer
11 9 (4.43%) Solutions Architect
12 8 (3.94%) Business Analyst
12 8 (3.94%) Data Engineer
13 7 (3.45%) Senior SQL Developer
Libraries, Frameworks & Software Standards
1 14 (6.90%) Web Services
2 10 (4.93%) .NET
3 6 (2.96%) MDX
3 6 (2.96%) XML
4 5 (2.46%) JSON
5 4 (1.97%) HTML
5 4 (1.97%) jQuery
6 3 (1.48%) .NET Core
6 3 (1.48%) Ajax
6 3 (1.48%) CSS
6 3 (1.48%) EDI
6 3 (1.48%) Twitter Bootstrap
6 3 (1.48%) WCF
7 2 (0.99%) Kafka
8 1 (0.49%) ASP.NET
8 1 (0.49%) ASP.NET MVC
8 1 (0.49%) JSP
8 1 (0.49%) RabbitMQ
8 1 (0.49%) XSLT
Miscellaneous
1 39 (19.21%) Analytical Skills
2 8 (3.94%) Data Structures
2 8 (3.94%) Management Information System
3 4 (1.97%) Cloud Native
4 3 (1.48%) Driving Licence
4 3 (1.48%) Life Science
4 3 (1.48%) NHS
4 3 (1.48%) User Experience
5 2 (0.99%) Enterprise Storage
5 2 (0.99%) Linux Command Line
5 2 (0.99%) Virtual Team
6 1 (0.49%) Algorithms
6 1 (0.49%) Analytical Mindset
6 1 (0.49%) Clustering
6 1 (0.49%) Data Centre
6 1 (0.49%) Mobile App
6 1 (0.49%) Public Cloud
6 1 (0.49%) Self-Motivation
Operating Systems
1 21 (10.34%) Unix
2 8 (3.94%) Linux
3 4 (1.97%) Solaris
4 3 (1.48%) Windows
5 1 (0.49%) Windows Server
Processes & Methodologies
1 141 (69.46%) Business Intelligence
2 91 (44.83%) ETL
3 68 (33.50%) Analytics
4 56 (27.59%) Agile Software Development
5 40 (19.70%) Data Modelling
6 26 (12.81%) DevOps
7 25 (12.32%) Problem-Solving
8 22 (10.84%) Data Analytics
8 22 (10.84%) Kimball Methodology
8 22 (10.84%) Migration
9 21 (10.34%) Software Engineering
10 20 (9.85%) Scrum
11 18 (8.87%) Data Analysis
11 18 (8.87%) Data Science
11 18 (8.87%) Mentoring
11 18 (8.87%) Visualisation
12 16 (7.88%) Data Architecture
12 16 (7.88%) Test Scripting
13 14 (6.90%) Data Management
13 14 (6.90%) Stakeholder Management
Programming Languages
1 156 (76.85%) SQL
2 70 (34.48%) T-SQL
3 14 (6.90%) Java
4 13 (6.40%) Python
5 12 (5.91%) C#
5 12 (5.91%) PL/SQL
6 7 (3.45%) R
7 6 (2.96%) JavaScript
8 5 (2.46%) Data Analysis Expressions (DAX)
9 4 (1.97%) Korn
9 4 (1.97%) PHP
10 2 (0.99%) VBA
11 1 (0.49%) Scala
11 1 (0.49%) Shell Script
Qualifications
1 17 (8.37%) Degree
2 12 (5.91%) ISTQB
3 4 (1.97%) ISTQB Foundation Certification
4 1 (0.49%) ISEB
4 1 (0.49%) ISEB Practitioner
4 1 (0.49%) Numerate Degree
4 1 (0.49%) SC Cleared
4 1 (0.49%) Security Cleared
Quality Assurance & Compliance
1 15 (7.39%) Data Quality
2 14 (6.90%) QA
3 1 (0.49%) GDPR
3 1 (0.49%) ISO 14001
3 1 (0.49%) ISO 9001
3 1 (0.49%) ISO/IEC 27001
3 1 (0.49%) PMO
System Software
1 4 (1.97%) NFS
1 4 (1.97%) Veritas Volume Manager
2 3 (1.48%) Active Directory
2 3 (1.48%) Docker
3 2 (0.99%) HDFS
3 2 (0.99%) VMware Infrastructure
4 1 (0.49%) Citrix Hypervisor
4 1 (0.49%) KVM
4 1 (0.49%) XenDesktop
Systems Management
1 11 (5.42%) Ansible
1 11 (5.42%) Terraform
2 6 (2.96%) AirWatch
2 6 (2.96%) Netcool
3 4 (1.97%) Oracle ZFS
3 4 (1.97%) Simpana
4 1 (0.49%) SCCM
Vendors
1 92 (45.32%) Microsoft
2 37 (18.23%) Cognos
3 36 (17.73%) Oracle
4 29 (14.29%) IBM
5 27 (13.30%) SAP
6 13 (6.40%) Tableau
7 12 (5.91%) Cloudera
7 12 (5.91%) Netezza
8 10 (4.93%) Informatica
9 7 (3.45%) Ab Initio
9 7 (3.45%) Google
10 6 (2.96%) Capita
10 6 (2.96%) Remedy
11 4 (1.97%) CommVault
11 4 (1.97%) Sun
11 4 (1.97%) Teradata
11 4 (1.97%) Veritas
12 3 (1.48%) Dell
12 3 (1.48%) hybris
12 3 (1.48%) RedPrairie