Period
to 16 July 2018

The following table provides summary statistics for contract job vacancies advertised in the West Midlands with a requirement for Data Warehouse skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Warehouse over the 6 months to 16 July 2018 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Data Warehousing
England > West Midlands
6 months to
16 Jul 2018
Same period 2017 Same period 2016
Rank 94 93 54
Rank change year-on-year -1 -39 +1
Contract jobs citing Data Warehouse 106 90 200
As % of all contract IT jobs advertised in the West Midlands 2.06% 2.05% 3.33%
As % of the Database & Business Intelligence category 11.52% 9.89% 14.57%
Number of daily rates quoted 66 57 122
West Midlands median daily rate £425 £400 £413
Median daily rate % change year-on-year +6.25% -3.03% +15.79%
10th Percentile £302 £331 £313
90th Percentile £563 £575 £538
England median daily rate £463 £450 £435
% change year-on-year +2.78% +3.45% +2.35%
Number of hourly rates quoted 1 1 0
West Midlands median hourly rate £10.00 £35.00 -
Median hourly rate % change year-on-year -71.43% - -
England median hourly rate £35.00 £35.00 £23.00
% change year-on-year - +52.17% -32.35%

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 contract job vacancies advertised in the West Midlands with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
West Midlands
Contract vacancies with a requirement for database or business intelligence skills 920 910 1,373
As % of all contract IT jobs advertised in the West Midlands 17.86% 20.74% 22.88%
Number of daily rates quoted 611 556 822
West Midlands median daily rate £413 £393 £400
Median daily rate % change year-on-year +5.10% -1.88% +14.29%
10th Percentile £275 £260 £281
90th Percentile £538 £525 £525
England median daily rate £475 £450 £425
% change year-on-year +5.56% +5.88% +6.25%
Number of hourly rates quoted 10 11 15
West Midlands median hourly rate £23.50 £31.00 £20.50
Median hourly rate % change year-on-year -24.19% +51.22% +13.89%
10th Percentile £16.94 £23.00 £13.82
90th Percentile £48.75 £40.25 £32.55
England median hourly rate £33.50 £30.50 £28.50
% change year-on-year +9.84% +7.02% +14.00%

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
Contractor Daily Rate Trend in the West Midlands

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Data Warehouse in the West Midlands.

Contractor daily rate trend for Data Warehouse in the West Midlands

Data Warehouse
Contractor Daily Rate Histogram in the West Midlands

The daily rate distribution of IT jobs citing Data Warehouse in the West Midlands over the 6 months to 16 July 2018.

Contractor daily rate histogram for Data Warehouse in the West Midlands

Data Warehouse
Contractor Hourly Rate Trend in the West Midlands

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

Contractor hourly rate trend for Data Warehouse in the West Midlands

Data Warehouse
Contract Job Locations in the West Midlands

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Warehouse within the West Midlands region over the 6 months to 16 July 2018. 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Birmingham +5 50 £425 +6.25% 15
Warwickshire +9 9 £440 +29.41% 3
Coventry -20 8 £525 +46.85% 1
Sutton Coldfield -1 5 £460 -20.00% 2
Staffordshire - 5 £363 - 2
Shropshire -28 4 £438 +6.06%
Herefordshire - 4 £375 - 1
West Bromwich +8 2 £413 +10.00%
Wolverhampton -8 1 - -
Worcestershire - 1 - -
Data Warehouse
England

For the 6 months to 16 July 2018, IT contractor 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 contract job ads across the West Midlands region with a requirement for Data Warehouse.

1 62 (58.49%) Business Intelligence
2 38 (35.85%) SQL Server
3 36 (33.96%) SQL
4 31 (29.25%) ETL
5 28 (26.42%) Microsoft
6 27 (25.47%) Agile Software Development
7 24 (22.64%) Retail
8 23 (21.70%) SQL Server Reporting Services
8 23 (21.70%) SQL Server Analysis Services
9 21 (19.81%) Migration
9 21 (19.81%) Analytics
10 19 (17.92%) Analytical Skills
10 19 (17.92%) SQL Server Integration Services
11 18 (16.98%) NHS
12 17 (16.04%) PMO
13 16 (15.09%) Microsoft Azure
13 16 (15.09%) Data Modelling
13 16 (15.09%) Oracle
14 14 (13.21%) Web Services
14 14 (13.21%) Java
14 14 (13.21%) SC Cleared
14 14 (13.21%) Security Cleared
15 12 (11.32%) Finance
16 11 (10.38%) T-SQL
16 11 (10.38%) Amazon AWS
16 11 (10.38%) RESTful
17 10 (9.43%) TDD
17 10 (9.43%) Problem-Solving
17 10 (9.43%) Data Quality
17 10 (9.43%) Power BI

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 5 (4.72%) Tomcat
2 3 (2.83%) SharePoint
3 2 (1.89%) Apache
3 2 (1.89%) Confluence
3 2 (1.89%) Oracle Workflow
4 1 (0.94%) Apache Spark
4 1 (0.94%) SAS
Applications
1 4 (3.77%) Microsoft Excel
2 1 (0.94%) Microsoft Office
Business Applications
1 5 (4.72%) SAP S/4HANA
2 1 (0.94%) Oracle Applications
2 1 (0.94%) Salesforce.com CRM
Cloud Services
1 16 (15.09%) Microsoft Azure
2 11 (10.38%) Amazon AWS
3 6 (5.66%) Amazon EC2
4 4 (3.77%) IaaS
4 4 (3.77%) PaaS
4 4 (3.77%) SaaS
5 2 (1.89%) Amazon ELB
5 2 (1.89%) Amazon S3
5 2 (1.89%) Dynamics 365
5 2 (1.89%) Route 53
6 1 (0.94%) Azure Data Factory
6 1 (0.94%) Data Lake Analytics
6 1 (0.94%) Google Cloud Platform
6 1 (0.94%) IBM Cloud
6 1 (0.94%) Office 365
Communications & Networking
1 2 (1.89%) Fibre Channel
1 2 (1.89%) Internet
1 2 (1.89%) SAN
2 1 (0.94%) Firewall
2 1 (0.94%) SMS
Database & Business Intelligence
1 38 (35.85%) SQL Server
2 23 (21.70%) SQL Server Analysis Services
2 23 (21.70%) SQL Server Reporting Services
3 19 (17.92%) SQL Server Integration Services
4 10 (9.43%) Power BI
5 9 (8.49%) SQL Server 2016
6 7 (6.60%) BusinessObjects
6 7 (6.60%) OLAP
6 7 (6.60%) Oracle Database
6 7 (6.60%) QlikView
7 6 (5.66%) SAP BW
8 5 (4.72%) BusinessObjects Web Intelligence
8 5 (4.72%) Lumira
8 5 (4.72%) SQL Server 2008
8 5 (4.72%) Star Schema
9 4 (3.77%) Qlik Sense
9 4 (3.77%) Snowflake Schema
9 4 (3.77%) SQL Server 2012
9 4 (3.77%) SQL Server 2014
10 3 (2.83%) Pentaho
Development Applications
1 7 (6.60%) Jenkins
2 4 (3.77%) DbUnit
2 4 (3.77%) Git (software)
2 4 (3.77%) jMock
2 4 (3.77%) JUnit
2 4 (3.77%) Maven
2 4 (3.77%) Mockito
2 4 (3.77%) Selenium
2 4 (3.77%) SonarQube
2 4 (3.77%) Team Foundation Server
3 3 (2.83%) JIRA
3 3 (2.83%) Oracle Forms
4 2 (1.89%) Cucumber
4 2 (1.89%) JMeter
4 2 (1.89%) SoapUI
4 2 (1.89%) WebDriver
5 1 (0.94%) Subversion
5 1 (0.94%) Toad
General
1 24 (22.64%) Retail
2 12 (11.32%) Finance
3 3 (2.83%) Automotive
4 2 (1.89%) Law
4 2 (1.89%) Marketing
5 1 (0.94%) Banking
5 1 (0.94%) Legal
Job Titles
1 45 (42.45%) Developer
2 17 (16.04%) SQL Developer
3 13 (12.26%) Architect
3 13 (12.26%) Consultant
4 12 (11.32%) Analyst
5 11 (10.38%) Business Intelligence Developer
6 8 (7.55%) SSIS Developer
7 7 (6.60%) DBA
7 7 (6.60%) Oracle Developer
8 6 (5.66%) Business Intelligence Consultant
8 6 (5.66%) Data Warehouse Developer
8 6 (5.66%) Java Developer
9 5 (4.72%) Azure Architect
9 5 (4.72%) Data Architect
9 5 (4.72%) SAP Consultant
10 4 (3.77%) Business Analyst
10 4 (3.77%) J2EE Developer
10 4 (3.77%) Migration Architect
10 4 (3.77%) SSAS Developer
10 4 (3.77%) Test Analyst
Libraries, Frameworks & Software Standards
1 14 (13.21%) Web Services
2 11 (10.38%) RESTful
3 8 (7.55%) CSS
4 7 (6.60%) Ajax
4 7 (6.60%) HTML
4 7 (6.60%) J2EE
4 7 (6.60%) jQuery
4 7 (6.60%) Spring
5 6 (5.66%) .NET
6 5 (4.72%) MDX
7 4 (3.77%) .NET Framework
7 4 (3.77%) AngularJS
7 4 (3.77%) Apache Camel
7 4 (3.77%) ASP.NET
7 4 (3.77%) Classic ASP
7 4 (3.77%) Entity Framework
7 4 (3.77%) PowerMock
7 4 (3.77%) SOAP
7 4 (3.77%) Spring Boot
8 3 (2.83%) Durandal
Miscellaneous
1 19 (17.92%) Analytical Skills
2 18 (16.98%) NHS
3 5 (4.72%) Self-Motivation
4 4 (3.77%) Public Cloud
5 3 (2.83%) Computer Science
5 3 (2.83%) Data Protection Act
5 3 (2.83%) Management Information System
5 3 (2.83%) User Experience
6 2 (1.89%) CCTV
6 2 (1.89%) Freedom of Information
6 2 (1.89%) Freedom of Information Act
6 2 (1.89%) Private Cloud
7 1 (0.94%) Analytical Mindset
7 1 (0.94%) Data Structures
7 1 (0.94%) Greenfield Project
7 1 (0.94%) Photography
Operating Systems
1 6 (5.66%) Windows
2 3 (2.83%) Linux
2 3 (2.83%) Red Hat Enterprise Linux
3 2 (1.89%) Solaris
3 2 (1.89%) Unix
4 1 (0.94%) Apple iOS
4 1 (0.94%) Windows 7
Processes & Methodologies
1 62 (58.49%) Business Intelligence
2 31 (29.25%) ETL
3 27 (25.47%) Agile Software Development
4 21 (19.81%) Analytics
4 21 (19.81%) Migration
5 16 (15.09%) Data Modelling
6 10 (9.43%) Problem-Solving
6 10 (9.43%) TDD
7 9 (8.49%) Continuous Integration
7 9 (8.49%) E-Commerce
8 8 (7.55%) Open Source
8 8 (7.55%) Visualisation
9 7 (6.60%) BDD
9 7 (6.60%) Data Governance
9 7 (6.60%) Data Integration
9 7 (6.60%) Logistics
9 7 (6.60%) Scrum
10 6 (5.66%) Data Analytics
10 6 (5.66%) Data Management
10 6 (5.66%) Waterfall
Programming Languages
1 36 (33.96%) SQL
2 14 (13.21%) Java
3 11 (10.38%) T-SQL
4 9 (8.49%) PL/SQL
5 6 (5.66%) C#
6 4 (3.77%) VB.NET
7 3 (2.83%) JavaScript
8 2 (1.89%) Korn
9 1 (0.94%) Python
9 1 (0.94%) Shell Script
Qualifications
1 14 (13.21%) SC Cleared
1 14 (13.21%) Security Cleared
2 5 (4.72%) Degree
3 3 (2.83%) ISEB
4 2 (1.89%) AWS Certification
4 2 (1.89%) PRINCE2 Certification
5 1 (0.94%) CISA
5 1 (0.94%) CISM
5 1 (0.94%) CISMP
5 1 (0.94%) CISSP
5 1 (0.94%) Computer Science Degree
5 1 (0.94%) DBS Check
5 1 (0.94%) ECSA
5 1 (0.94%) ISSAP
5 1 (0.94%) ISSMP
5 1 (0.94%) ITIL Certification
Quality Assurance & Compliance
1 17 (16.04%) PMO
2 10 (9.43%) Data Quality
3 7 (6.60%) GDPR
4 1 (0.94%) ISO/IEC 27001
4 1 (0.94%) PCI DSS
4 1 (0.94%) QA
System Software
1 5 (4.72%) Docker
2 4 (3.77%) VMware Infrastructure
2 4 (3.77%) vSphere
3 3 (2.83%) Active Directory
4 2 (1.89%) NFS
4 2 (1.89%) Veritas Volume Manager
Systems Management
1 3 (2.83%) Data Guard
1 3 (2.83%) Oracle EDQ
1 3 (2.83%) Oracle RMAN
2 2 (1.89%) Oracle ZFS
2 2 (1.89%) Puppet
2 2 (1.89%) Simpana
2 2 (1.89%) Terraform
3 1 (0.94%) SCCM
Vendors
1 28 (26.42%) Microsoft
2 16 (15.09%) Oracle
3 9 (8.49%) SAP
4 7 (6.60%) Cognos
4 7 (6.60%) Tableau
5 5 (4.72%) VMware
6 4 (3.77%) JDA
6 4 (3.77%) RedPrairie
7 3 (2.83%) Informatica
8 2 (1.89%) CommVault
8 2 (1.89%) Google
8 2 (1.89%) IBM
8 2 (1.89%) NetApp
8 2 (1.89%) Netezza
8 2 (1.89%) Red Hat
8 2 (1.89%) Sun
8 2 (1.89%) Veritas
9 1 (0.94%) Ab Initio
9 1 (0.94%) Capita
9 1 (0.94%) Teradata