Period
to 24 November 2017

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 24 November 2017 with a comparison to the same period in the previous 2 years.

Data Warehousing
England > West Midlands
6 months to
24 Nov 2017
Same period 2016 Same period 2015
Rank 106 127 90
Rank change year-on-year +21 -37 -7
Permanent jobs citing Data Warehouse 280 262 315
As % of all permanent IT jobs advertised in the West Midlands 2.76% 2.29% 2.89%
As % of the Database & Business Intelligence category 9.28% 8.50% 9.76%
Number of salaries quoted 258 178 252
West Midlands median annual salary £47,500 £42,500 £41,500
Median salary % change year-on-year +11.76% +2.41% -2.35%
10th Percentile £31,250 £26,500 £28,250
90th Percentile £70,000 £60,000 £62,250
England median annual salary £52,500 £55,000 £50,000
% change year-on-year -4.55% +10.00% -6.47%

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 3018 3084 3227
As % of all permanent IT jobs advertised in the West Midlands 29.80% 26.98% 29.57%
Number of salaries quoted 2597 2574 2804
West Midlands median annual salary £40,000 £38,500 £37,500
Median salary % change year-on-year +3.90% +2.67% -
10th Percentile £26,250 £23,500 £25,000
90th Percentile £60,000 £58,925 £55,000
England median annual salary £50,000 £47,500 £45,000
% change year-on-year +5.26% +5.56% -

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 24 November 2017.

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 24 November 2017. 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 +56 133 £57,500 +4.55% 5
Warwickshire +9 28 £32,500 -27.78%
Coventry +8 23 £44,000 -2.22% 2
Herefordshire +19 22 £47,500 +8.57% 1
Shropshire +3 16 £40,000 +12.68%
Staffordshire -12 13 £40,000 +35.59% 2
West Bromwich +5 12 £45,000 +12.50%
Worcestershire +5 10 £47,500 -
Solihull +2 10 £60,000 +58.94% 1
Walsall +4 3 £45,000 +12.50%
Wolverhampton +3 2 £31,500 -10.64%
Halesowen - 1 £30,000 - 1
Data Warehouse
England

For the 6 months to 24 November 2017, IT jobs citing Data Warehouse 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 West Midlands region with a requirement for Data Warehouse.

1 207 (73.93%) Business Intelligence
2 170 (60.71%) SQL
3 108 (38.57%) ETL
4 102 (36.43%) SQL Server Integration Services
5 97 (34.64%) SQL Server
6 80 (28.57%) Finance
7 78 (27.86%) SQL Server Reporting Services
8 70 (25.00%) SQL Server Analysis Services
9 62 (22.14%) Analytics
10 60 (21.43%) Microsoft
11 55 (19.64%) Oracle
12 53 (18.93%) T-SQL
13 52 (18.57%) BusinessObjects
14 48 (17.14%) Stakeholder Management
15 47 (16.79%) Migration
15 47 (16.79%) Data Integration
16 44 (15.71%) Data Modelling
16 44 (15.71%) Data Migration
16 44 (15.71%) Power BI
17 38 (13.57%) Management Information System
17 38 (13.57%) SAP
18 37 (13.21%) Cognos
19 36 (12.86%) Agile Software Development
20 35 (12.50%) Data Management
20 35 (12.50%) UML
20 35 (12.50%) Microsoft Azure
21 33 (11.79%) Analytical Skills
21 33 (11.79%) .NET
21 33 (11.79%) TOGAF
22 31 (11.07%) Presales

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 11 (3.93%) CMS
2 9 (3.21%) Confluence
3 8 (2.86%) SAS
4 3 (1.07%) SharePoint
5 1 (0.36%) IIS
5 1 (0.36%) Oracle Application Server
5 1 (0.36%) Oracle Workflow
5 1 (0.36%) WebLogic
Applications
1 15 (5.36%) Microsoft Excel
2 10 (3.57%) SPSS
3 4 (1.43%) Microsoft Office
4 1 (0.36%) Microsoft PowerPoint
Business Applications
1 9 (3.21%) Cognos Business Intelligence
2 4 (1.43%) JDE EnterpriseOne
2 4 (1.43%) SAP ERP
3 2 (0.71%) Cognos TM1
3 2 (0.71%) Dynamics AX
4 1 (0.36%) Dynamics CRM
4 1 (0.36%) Oracle BPM
4 1 (0.36%) Oracle ERP
4 1 (0.36%) SAP BPC
Cloud Services
1 35 (12.50%) Microsoft Azure
2 15 (5.36%) Azure Data Factory
3 11 (3.93%) SaaS
4 10 (3.57%) Azure Machine Learning
4 10 (3.57%) PaaS
5 6 (2.14%) Office 365
6 2 (0.71%) Amazon AWS
6 2 (0.71%) GitHub
6 2 (0.71%) Google Cloud Platform
7 1 (0.36%) Cortana Intelligence Suite
7 1 (0.36%) Dynamics 365
7 1 (0.36%) IaaS
Communications & Networking
1 2 (0.71%) SMS
2 1 (0.36%) Internet
2 1 (0.36%) SAN
Database & Business Intelligence
1 102 (36.43%) SQL Server Integration Services
2 97 (34.64%) SQL Server
3 78 (27.86%) SQL Server Reporting Services
4 70 (25.00%) SQL Server Analysis Services
5 52 (18.57%) BusinessObjects
6 44 (15.71%) Power BI
7 23 (8.21%) Oracle Database
7 23 (8.21%) Relational Database
7 23 (8.21%) SQL Server 2008
8 21 (7.50%) MySQL
8 21 (7.50%) QlikView
9 20 (7.14%) SAP Data Services
10 19 (6.79%) OLAP
11 18 (6.43%) SQL Server 2014
12 16 (5.71%) Oracle Database 12c
13 15 (5.36%) DataStage
14 14 (5.00%) Data Mart
14 14 (5.00%) SQL Server 2016
15 13 (4.64%) Big Data
15 13 (4.64%) SAP HANA
Development Applications
1 17 (6.07%) Visual Studio
2 13 (4.64%) JIRA
3 12 (4.29%) Team Foundation Server
4 4 (1.43%) SQL Server Management Studio (SSMS)
5 3 (1.07%) Talend Open Studio
6 1 (0.36%) Ant
6 1 (0.36%) ERwin
6 1 (0.36%) MSBuild
6 1 (0.36%) Oracle APEX
6 1 (0.36%) Visual Studio Team System
General
1 80 (28.57%) Finance
2 30 (10.71%) Retail
3 28 (10.00%) Banking
4 16 (5.71%) Electronics
5 8 (2.86%) Manufacturing
6 5 (1.79%) Legal
7 4 (1.43%) Local Government
7 4 (1.43%) Marketing
8 2 (0.71%) Advertising
8 2 (0.71%) Games
9 1 (0.36%) Automotive
Job Titles
1 126 (45.00%) Developer
2 46 (16.43%) Architect
2 46 (16.43%) Business Intelligence Developer
3 43 (15.36%) SQL Developer
4 42 (15.00%) Analyst
4 42 (15.00%) Data Architect
5 30 (10.71%) Solutions Architect
6 28 (10.00%) Infrastructure Architect
6 28 (10.00%) Infrastructure Solutions Architect
6 28 (10.00%) Senior Architect
6 28 (10.00%) Senior Data Architect
6 28 (10.00%) Senior Infrastructure Architect
6 28 (10.00%) Senior Solutions Architect
7 26 (9.29%) Consultant
7 26 (9.29%) Data Warehouse Developer
8 22 (7.86%) .NET Developer
9 19 (6.79%) SAP Developer
10 18 (6.43%) Senior Developer
11 16 (5.71%) Business Consultant
12 14 (5.00%) Oracle Developer
Libraries, Frameworks & Software Standards
1 33 (11.79%) .NET
2 29 (10.36%) HTML
3 28 (10.00%) CSS
4 24 (8.57%) CSS3
4 24 (8.57%) HTML5
5 16 (5.71%) Ruby on Rails
5 16 (5.71%) XML
6 11 (3.93%) MDX
7 8 (2.86%) .NET Core
7 8 (2.86%) AngularJS
7 8 (2.86%) Apache Cordova
7 8 (2.86%) ASP.NET
7 8 (2.86%) ASP.NET Core
7 8 (2.86%) ASP.NET MVC
7 8 (2.86%) ASP.NET Web API
8 4 (1.43%) Web Services
9 1 (0.36%) .NET Framework
9 1 (0.36%) Entity Framework
9 1 (0.36%) JSON
9 1 (0.36%) Spring
Miscellaneous
1 38 (13.57%) Management Information System
2 33 (11.79%) Analytical Skills
3 14 (5.00%) Virtual Team
4 9 (3.21%) Data Structures
4 9 (3.21%) Greenfield Project
5 6 (2.14%) iPad
6 5 (1.79%) EPoS
7 4 (1.43%) Computer Science
8 3 (1.07%) Replication
9 2 (0.71%) Clustering
9 2 (0.71%) Public Cloud
10 1 (0.36%) Client/Server
10 1 (0.36%) Enterprise Storage
Operating Systems
1 16 (5.71%) Android
1 16 (5.71%) Apple iOS
2 5 (1.79%) Windows
3 4 (1.43%) Windows Server
3 4 (1.43%) Windows Server 2008
3 4 (1.43%) Windows Server 2012
4 3 (1.07%) Unix
5 1 (0.36%) AIX
5 1 (0.36%) Linux
Processes & Methodologies
1 207 (73.93%) Business Intelligence
2 108 (38.57%) ETL
3 62 (22.14%) Analytics
4 48 (17.14%) Stakeholder Management
5 47 (16.79%) Data Integration
5 47 (16.79%) Migration
6 44 (15.71%) Data Migration
6 44 (15.71%) Data Modelling
7 36 (12.86%) Agile Software Development
8 35 (12.50%) Data Management
8 35 (12.50%) UML
9 33 (11.79%) TOGAF
10 31 (11.07%) Presales
11 30 (10.71%) ArchiMate
11 30 (10.71%) E-Commerce
12 28 (10.00%) Asset Management
12 28 (10.00%) Data Acquisition
12 28 (10.00%) Data Ingestion
12 28 (10.00%) Infrastructure Management
13 25 (8.93%) Logistics
Programming Languages
1 170 (60.71%) SQL
2 53 (18.93%) T-SQL
3 17 (6.07%) PL/SQL
3 17 (6.07%) VB.NET
4 16 (5.71%) C
4 16 (5.71%) C#
4 16 (5.71%) Ruby
5 15 (5.36%) VB
6 14 (5.00%) VB6
7 12 (4.29%) JavaScript
8 5 (1.79%) PowerShell
8 5 (1.79%) Python
9 4 (1.43%) VBA
10 2 (0.71%) Data Analysis Expressions (DAX)
10 2 (0.71%) Java
11 1 (0.36%) PHP
11 1 (0.36%) Shell Script
Qualifications
1 5 (1.79%) Microsoft Certification
2 4 (1.43%) Degree
3 3 (1.07%) MCSD
3 3 (1.07%) Security Cleared
4 2 (0.71%) MCSE
4 2 (0.71%) MCTS
5 1 (0.36%) ISTQB
5 1 (0.36%) ITIL Certification
5 1 (0.36%) MCSA
5 1 (0.36%) OCP
5 1 (0.36%) Oracle Certification
5 1 (0.36%) SC Cleared
Quality Assurance & Compliance
1 29 (10.36%) Data Quality
2 11 (3.93%) GDPR
3 4 (1.43%) QA
4 1 (0.36%) ISO/IEC 20000
4 1 (0.36%) SLA
System Software
1 1 (0.36%) VMware Infrastructure
Systems Management
1 2 (0.71%) Oracle Enterprise Manager
1 2 (0.71%) Packer
1 2 (0.71%) Terraform
2 1 (0.36%) Data Guard
2 1 (0.36%) Netcool
2 1 (0.36%) Netcool/OMNIbus
2 1 (0.36%) Oracle RMAN
Vendors
1 60 (21.43%) Microsoft
2 55 (19.64%) Oracle
3 38 (13.57%) SAP
4 37 (13.21%) Cognos
5 24 (8.57%) IBM
6 19 (6.79%) Tableau
7 18 (6.43%) Informatica
8 8 (2.86%) Xamarin
9 6 (2.14%) Netezza
10 5 (1.79%) JD Edwards
11 4 (1.43%) Greenplum
11 4 (1.43%) TIBCO
12 3 (1.07%) Ab Initio
12 3 (1.07%) BT
12 3 (1.07%) Talend
13 2 (0.71%) Capita
13 2 (0.71%) Google
14 1 (0.36%) MicroStrategy
14 1 (0.36%) Teradata
14 1 (0.36%) VMware