Period
to 20 June 2019

The following table provides summary statistics for permanent job vacancies advertised in Birmingham 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 20 June 2019 with a comparison to the same period in the previous 2 years.

Data Warehousing
West Midlands > Birmingham
6 months to
20 Jun 2019
Same period 2018 Same period 2017
Rank 108 106 93
Rank change year-on-year -2 -13 +16
Permanent jobs citing Data Warehouse 61 99 102
As % of all permanent IT jobs advertised in Birmingham 2.07% 2.61% 2.71%
As % of the Database & Business Intelligence category 9.59% 10.75% 10.04%
Number of salaries quoted 56 77 95
Birmingham median annual salary £50,000 £45,000 £45,000
Median salary % change year-on-year +11.11% - -
10th Percentile £37,500 £30,000 £31,250
90th Percentile £76,250 £62,500 £60,000
West Midlands median annual salary £50,000 £46,500 £42,500
% change year-on-year +7.53% +9.41% -5.56%

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 Birmingham with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Birmingham
Permanent vacancies with a requirement for database or business intelligence skills 636 921 1,016
As % of all permanent IT jobs advertised in Birmingham 21.63% 24.28% 26.99%
Number of salaries quoted 488 766 863
Birmingham median annual salary £47,500 £45,000 £42,500
Median salary % change year-on-year +5.56% +5.88% +6.25%
10th Percentile £31,250 £30,000 £27,500
90th Percentile £72,500 £65,000 £58,750
West Midlands median annual salary £42,500 £42,500 £40,000
% change year-on-year - +6.25% +5.26%

Data Warehouse
Job Vacancy Trend in Birmingham

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

Job vacancy trend for Data Warehouse in Birmingham

Data Warehouse
Salary Trend in Birmingham

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

Salary trend for Data Warehouse in Birmingham

Data Warehouse
Salary Histogram in Birmingham

The salary distribution of IT jobs citing Data Warehouse in Birmingham over the 6 months to 20 June 2019.

Salary histogram for Data Warehouse in Birmingham

For the 6 months to 20 June 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 Birmingham region with a requirement for Data Warehouse.

1 45 (73.77%) Business Intelligence
2 41 (67.21%) SQL
3 39 (63.93%) SQL Server
4 36 (59.02%) Microsoft
5 28 (45.90%) SQL Server Reporting Services
6 26 (42.62%) Microsoft Azure
7 25 (40.98%) Power BI
7 25 (40.98%) Power Platform
8 24 (39.34%) SQL Server Integration Services
9 22 (36.07%) ETL
10 20 (32.79%) T-SQL
11 16 (26.23%) Analytics
12 15 (24.59%) Agile Software Development
13 14 (22.95%) Finance
13 14 (22.95%) Dimensional Modelling
14 13 (21.31%) Analytical Skills
14 13 (21.31%) SAP
15 12 (19.67%) Data Modelling
15 12 (19.67%) QlikView
16 11 (18.03%) Relational Database
17 10 (16.39%) Tableau
17 10 (16.39%) SQL Server Analysis Services
17 10 (16.39%) BusinessObjects
17 10 (16.39%) Azure SQL Data Warehouse
18 9 (14.75%) Azure SQL Database
19 8 (13.11%) Kimball Methodology
19 8 (13.11%) Qlik Sense
19 8 (13.11%) Data Analysis
20 7 (11.48%) Data Management
20 7 (11.48%) Stakeholder Management

Data Warehouse
Co-occurring IT Skills in Birmingham 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 (4.92%) SharePoint
2 1 (1.64%) OpenStack
2 1 (1.64%) Oracle SOA Suite
2 1 (1.64%) WebLogic
Applications
1 1 (1.64%) Microsoft Excel
1 1 (1.64%) Microsoft Office
Business Applications
1 2 (3.28%) Dynamics CRM
2 1 (1.64%) NetSuite
Cloud Services
1 26 (42.62%) Microsoft Azure
2 25 (40.98%) Power Platform
3 6 (9.84%) Amazon AWS
4 4 (6.56%) Azure Data Factory
5 3 (4.92%) Azure Stack
5 3 (4.92%) PaaS
6 2 (3.28%) Dynamics 365
7 1 (1.64%) IaaS
7 1 (1.64%) Office 365
7 1 (1.64%) SaaS
Communications & Networking
1 2 (3.28%) NAS
1 2 (3.28%) SAN
2 1 (1.64%) Internet
Database & Business Intelligence
1 39 (63.93%) SQL Server
2 28 (45.90%) SQL Server Reporting Services
3 25 (40.98%) Power BI
4 24 (39.34%) SQL Server Integration Services
5 12 (19.67%) QlikView
6 11 (18.03%) Relational Database
7 10 (16.39%) Azure SQL Data Warehouse
7 10 (16.39%) BusinessObjects
7 10 (16.39%) SQL Server Analysis Services
8 9 (14.75%) Azure SQL Database
9 8 (13.11%) Qlik Sense
10 7 (11.48%) Data Mining
10 7 (11.48%) HDInsight
10 7 (11.48%) SQL Server 2014
10 7 (11.48%) SQL Server 2016
11 6 (9.84%) BusinessObjects Business Intelligence
12 5 (8.20%) OLAP
12 5 (8.20%) Oracle Reports
12 5 (8.20%) SQL Server 2017
12 5 (8.20%) SQL Server 2019
Development Applications
1 7 (11.48%) Team Foundation Server
2 3 (4.92%) Git (software)
2 3 (4.92%) Visual Studio
3 2 (3.28%) JIRA
4 1 (1.64%) Bugzilla
4 1 (1.64%) SQL Server Management Studio (SSMS)
4 1 (1.64%) Subversion
General
1 14 (22.95%) Finance
2 6 (9.84%) Local Government
2 6 (9.84%) Telecoms
3 5 (8.20%) Electronics
3 5 (8.20%) Manufacturing
3 5 (8.20%) Marketing
4 2 (3.28%) Legal
5 1 (1.64%) Banking
5 1 (1.64%) General Ledger
5 1 (1.64%) Retail
Job Titles
1 24 (39.34%) Developer
2 15 (24.59%) Architect
3 12 (19.67%) Consultant
4 9 (14.75%) Business Intelligence Developer
4 9 (14.75%) Data Architect
5 7 (11.48%) Solutions Architect
5 7 (11.48%) SQL Developer
6 6 (9.84%) Analyst
6 6 (9.84%) Business Intelligence Architect
6 6 (9.84%) Business Intelligence Consultant
6 6 (9.84%) Data Consultant
6 6 (9.84%) Senior Developer
7 5 (8.20%) Data Warehouse Consultant
7 5 (8.20%) SAP BusinessObjects (BO) Consultant
7 5 (8.20%) Senior SQL Developer
8 4 (6.56%) Business Intelligence Analyst
8 4 (6.56%) Business Intelligence Solutions Architect
8 4 (6.56%) SQL Server Consultant
9 3 (4.92%) Business Intelligence Lead
9 3 (4.92%) Microsoft BI Architect
Libraries, Frameworks & Software Standards
1 6 (9.84%) MDX
2 4 (6.56%) JSON
2 4 (6.56%) XML
3 3 (4.92%) XML Schema
4 1 (1.64%) .NET
4 1 (1.64%) ASP.NET
4 1 (1.64%) ASP.NET MVC
4 1 (1.64%) HTML
4 1 (1.64%) jQuery
4 1 (1.64%) JSP
4 1 (1.64%) Kafka
4 1 (1.64%) ODBC
4 1 (1.64%) Oracle Fusion
4 1 (1.64%) RabbitMQ
4 1 (1.64%) Spring
4 1 (1.64%) Web Services
4 1 (1.64%) XSLT
Miscellaneous
1 13 (21.31%) Analytical Skills
2 5 (8.20%) Data Structures
3 4 (6.56%) Algorithms
4 2 (3.28%) Clustering
4 2 (3.28%) Greenfield Project
4 2 (3.28%) Self-Motivation
5 1 (1.64%) Data Centre
5 1 (1.64%) Data Protection Act
5 1 (1.64%) Enterprise Storage
5 1 (1.64%) Internet of Things
5 1 (1.64%) Management Information System
5 1 (1.64%) Virtual Team
Operating Systems
1 3 (4.92%) Linux
2 2 (3.28%) Windows
2 2 (3.28%) Windows Server
Processes & Methodologies
1 45 (73.77%) Business Intelligence
2 22 (36.07%) ETL
3 16 (26.23%) Analytics
4 15 (24.59%) Agile Software Development
5 14 (22.95%) Dimensional Modelling
6 12 (19.67%) Data Modelling
7 8 (13.11%) Data Analysis
7 8 (13.11%) Kimball Methodology
8 7 (11.48%) Data Management
8 7 (11.48%) DevOps
8 7 (11.48%) Stakeholder Management
8 7 (11.48%) Visualisation
9 6 (9.84%) Architectural Design
9 6 (9.84%) Data Architecture
9 6 (9.84%) Data Development
9 6 (9.84%) Integration Testing
9 6 (9.84%) Technical Leadership
10 5 (8.20%) Decision-Making
10 5 (8.20%) Digital Marketing
10 5 (8.20%) Requirements Analysis
Programming Languages
1 41 (67.21%) SQL
2 20 (32.79%) T-SQL
3 5 (8.20%) Python
4 4 (6.56%) JavaScript
4 4 (6.56%) R
5 3 (4.92%) Java
6 2 (3.28%) C#
7 1 (1.64%) Data Analysis Expressions (DAX)
7 1 (1.64%) HiveQL
7 1 (1.64%) PHP
7 1 (1.64%) Scala
7 1 (1.64%) Shell Script
Qualifications
1 7 (11.48%) Degree
2 2 (3.28%) SC Cleared
2 2 (3.28%) Security Cleared
Quality Assurance & Compliance
1 2 (3.28%) Data Quality
2 1 (1.64%) GDPR
2 1 (1.64%) ISO 14001
2 1 (1.64%) ISO 9001
2 1 (1.64%) ISO/IEC 27001
System Software
1 2 (3.28%) Active Directory
1 2 (3.28%) KVM
1 2 (3.28%) VMware Infrastructure
2 1 (1.64%) Citrix Hypervisor
2 1 (1.64%) HDFS
2 1 (1.64%) Hyper-V
2 1 (1.64%) XenDesktop
Systems Management
1 1 (1.64%) Ansible
1 1 (1.64%) Opscode Chef
1 1 (1.64%) Puppet
1 1 (1.64%) SCCM
1 1 (1.64%) SCOM
Vendors
1 36 (59.02%) Microsoft
2 13 (21.31%) SAP
3 10 (16.39%) Tableau
4 7 (11.48%) Oracle
5 6 (9.84%) Cognos
6 5 (8.20%) Informatica
7 3 (4.92%) Salesforce.com
8 2 (3.28%) Hortonworks
8 2 (3.28%) IBM
8 2 (3.28%) VMware
9 1 (1.64%) Ab Initio
9 1 (1.64%) Atlassian
9 1 (1.64%) Cisco
9 1 (1.64%) Citrix
9 1 (1.64%) Cloudera
9 1 (1.64%) Fortinet
9 1 (1.64%) Jaspersoft
9 1 (1.64%) Syncsort
9 1 (1.64%) Talend
9 1 (1.64%) Teradata