Period
to 18 September 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 18 September 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
18 Sep 2018
Same period 2017 Same period 2016
Rank 104 93 67
Rank change year-on-year -11 -26 -16
Contract jobs citing Data Warehouse 98 94 176
As % of all contract IT jobs advertised in the West Midlands 1.91% 2.10% 2.87%
As % of the Database & Business Intelligence category 10.64% 11.11% 13.85%
Number of daily rates quoted 61 65 107
West Midlands median daily rate £438 £425 £410
Median daily rate % change year-on-year +2.94% +3.66% +5.81%
10th Percentile £313 £318 £286
90th Percentile £575 £575 £530
England median daily rate £450 £450 £438
% change year-on-year - +2.86% +2.94%
Number of hourly rates quoted 2 2 0
West Midlands median hourly rate £10.41 £40.00 -
Median hourly rate % change year-on-year -73.99% - -
England median hourly rate £41.25 £27.00 £32.50
% change year-on-year +52.78% -16.92% -1.52%

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 921 846 1,271
As % of all contract IT jobs advertised in the West Midlands 17.99% 18.91% 20.75%
Number of daily rates quoted 594 526 770
West Midlands median daily rate £400 £375 £399
Median daily rate % change year-on-year +6.67% -5.90% +12.49%
10th Percentile £282 £261 £275
90th Percentile £538 £528 £525
England median daily rate £475 £450 £425
% change year-on-year +5.56% +5.88% +6.25%
Number of hourly rates quoted 14 20 21
West Midlands median hourly rate £21.00 £30.25 £20.50
Median hourly rate % change year-on-year -30.58% +47.56% -3.53%
10th Percentile £12.07 £20.48 £11.50
90th Percentile £48.13 £50.38 £24.00
England median hourly rate £30.00 £30.00 £29.70
% change year-on-year - +1.00% +7.46%

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 18 September 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 18 September 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 39 £425 +6.25% 16
Warwickshire +14 13 £450 +25.87% 1
Coventry -7 11 £525 +44.83% 1
Herefordshire - 5 £375 -
Sutton Coldfield -2 4 £438 -14.22%
West Bromwich +3 2 £413 +10.00%
Solihull - 2 £375 - 1
Wolverhampton -3 1 - -
Staffordshire -6 1 - - 6
Shropshire -39 1 - - 2
Dudley - 1 - -
Worcestershire - 1 - - 1
Data Warehouse
England

For the 6 months to 18 September 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 55 (56.12%) Business Intelligence
2 34 (34.69%) SQL
3 30 (30.61%) ETL
4 29 (29.59%) Migration
4 29 (29.59%) Agile Software Development
5 28 (28.57%) SQL Server
6 23 (23.47%) Retail
7 18 (18.37%) NHS
7 18 (18.37%) PMO
8 17 (17.35%) SQL Server Reporting Services
9 15 (15.31%) Microsoft
9 15 (15.31%) Analytics
10 14 (14.29%) Analytical Skills
11 13 (13.27%) Problem-Solving
11 13 (13.27%) Finance
11 13 (13.27%) SQL Server Analysis Services
11 13 (13.27%) SC Cleared
11 13 (13.27%) Security Cleared
11 13 (13.27%) Microsoft Azure
12 12 (12.24%) Amazon AWS
12 12 (12.24%) Data Modelling
12 12 (12.24%) Oracle
12 12 (12.24%) Java
12 12 (12.24%) Data Quality
12 12 (12.24%) Power BI
13 11 (11.22%) Visualisation
13 11 (11.22%) SQL Server Integration Services
14 10 (10.20%) Web Services
15 9 (9.18%) SAP
15 9 (9.18%) T-SQL

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 (5.10%) Tomcat
2 4 (4.08%) Confluence
3 3 (3.06%) Apache
3 3 (3.06%) SharePoint
4 2 (2.04%) Apache Spark
5 1 (1.02%) Apache ServiceMix
5 1 (1.02%) SAS
Applications
1 2 (2.04%) Microsoft Excel
2 1 (1.02%) Microsoft Office
2 1 (1.02%) Microsoft Project
Business Applications
1 5 (5.10%) SAP S/4HANA
2 1 (1.02%) Salesforce.com CRM
Cloud Services
1 13 (13.27%) Microsoft Azure
2 12 (12.24%) Amazon AWS
3 5 (5.10%) Amazon EC2
4 4 (4.08%) IaaS
4 4 (4.08%) PaaS
4 4 (4.08%) SaaS
5 2 (2.04%) Amazon ELB
5 2 (2.04%) Amazon S3
5 2 (2.04%) Route 53
6 1 (1.02%) Google Cloud Platform
6 1 (1.02%) IBM Cloud
6 1 (1.02%) Office 365
Communications & Networking
1 2 (2.04%) Fibre Channel
1 2 (2.04%) Internet
1 2 (2.04%) SAN
2 1 (1.02%) DHCP
2 1 (1.02%) DNS
2 1 (1.02%) Firewall
Database & Business Intelligence
1 28 (28.57%) SQL Server
2 17 (17.35%) SQL Server Reporting Services
3 13 (13.27%) SQL Server Analysis Services
4 12 (12.24%) Power BI
5 11 (11.22%) SQL Server Integration Services
6 6 (6.12%) BusinessObjects
6 6 (6.12%) OLAP
6 6 (6.12%) SAP BW
7 5 (5.10%) BusinessObjects Web Intelligence
7 5 (5.10%) Lumira
7 5 (5.10%) MySQL
7 5 (5.10%) Oracle Database
7 5 (5.10%) PostgreSQL
8 4 (4.08%) Pentaho
8 4 (4.08%) SQL Server 2008
8 4 (4.08%) SQL Server 2012
9 3 (3.06%) Oracle Database 12c
9 3 (3.06%) Oracle OLAP
10 2 (2.04%) Amazon RDS
10 2 (2.04%) Data Mining
Development Applications
1 9 (9.18%) Jenkins
2 8 (8.16%) Selenium
3 5 (5.10%) JIRA
3 5 (5.10%) WebDriver
4 4 (4.08%) Cucumber
4 4 (4.08%) JMeter
4 4 (4.08%) Maven
4 4 (4.08%) SoapUI
5 3 (3.06%) DbUnit
5 3 (3.06%) Git (software)
5 3 (3.06%) jMock
5 3 (3.06%) JUnit
5 3 (3.06%) Mockito
5 3 (3.06%) SonarQube
6 2 (2.04%) Oracle Forms
6 2 (2.04%) Team Foundation Server
7 1 (1.02%) Ant
7 1 (1.02%) Apache Ivy
7 1 (1.02%) Gradle
7 1 (1.02%) Subversion
General
1 23 (23.47%) Retail
2 13 (13.27%) Finance
3 3 (3.06%) Automotive
4 2 (2.04%) Legal
5 1 (1.02%) Banking
5 1 (1.02%) Law
5 1 (1.02%) Manufacturing
5 1 (1.02%) Marketing
Job Titles
1 35 (35.71%) Developer
2 18 (18.37%) Analyst
3 12 (12.24%) Architect
3 12 (12.24%) SQL Developer
4 9 (9.18%) Business Analyst
4 9 (9.18%) Business Intelligence Developer
5 7 (7.14%) Data Architect
6 6 (6.12%) Data Warehouse Developer
6 6 (6.12%) DBA
6 6 (6.12%) Project Manager
7 5 (5.10%) Consultant
7 5 (5.10%) Java Developer
7 5 (5.10%) SAP Consultant
7 5 (5.10%) SSIS Developer
8 4 (4.08%) Data Analyst
8 4 (4.08%) Migration Architect
8 4 (4.08%) Power BI Developer
8 4 (4.08%) SQL BI Developer
8 4 (4.08%) SSRS Developer
8 4 (4.08%) Tester
Libraries, Frameworks & Software Standards
1 10 (10.20%) Web Services
2 9 (9.18%) RESTful
3 8 (8.16%) Spring
4 7 (7.14%) CSS
5 4 (4.08%) .NET
5 4 (4.08%) Ajax
5 4 (4.08%) AngularJS
5 4 (4.08%) Apache Camel
5 4 (4.08%) HTML
5 4 (4.08%) J2EE
5 4 (4.08%) jQuery
5 4 (4.08%) SOAP
6 3 (3.06%) .NET Framework
6 3 (3.06%) ASP.NET
6 3 (3.06%) Classic ASP
6 3 (3.06%) Entity Framework
6 3 (3.06%) PowerMock
6 3 (3.06%) Spring Boot
7 2 (2.04%) Java EE
7 2 (2.04%) JSON
Miscellaneous
1 18 (18.37%) NHS
2 14 (14.29%) Analytical Skills
3 4 (4.08%) Computer Science
3 4 (4.08%) Public Cloud
4 3 (3.06%) Management Information System
5 1 (1.02%) Data Structures
5 1 (1.02%) Enterprise Software
5 1 (1.02%) FMCG
5 1 (1.02%) Greenfield Project
5 1 (1.02%) Industry 4.0
5 1 (1.02%) Photography
5 1 (1.02%) Replication
5 1 (1.02%) Robotics
5 1 (1.02%) SCADA
5 1 (1.02%) Self-Motivation
5 1 (1.02%) User Experience
Operating Systems
1 6 (6.12%) Windows
2 3 (3.06%) Linux
2 3 (3.06%) Red Hat Enterprise Linux
3 2 (2.04%) Solaris
3 2 (2.04%) Unix
4 1 (1.02%) Apple iOS
4 1 (1.02%) Windows 7
4 1 (1.02%) Windows 8
4 1 (1.02%) Windows XP
Processes & Methodologies
1 55 (56.12%) Business Intelligence
2 30 (30.61%) ETL
3 29 (29.59%) Agile Software Development
3 29 (29.59%) Migration
4 15 (15.31%) Analytics
5 13 (13.27%) Problem-Solving
6 12 (12.24%) Data Modelling
7 11 (11.22%) Visualisation
8 9 (9.18%) Stakeholder Management
9 8 (8.16%) Data Migration
9 8 (8.16%) Test Automation
10 7 (7.14%) Continuous Integration
10 7 (7.14%) Data Architecture
10 7 (7.14%) E-Commerce
10 7 (7.14%) Open Source
10 7 (7.14%) Project Management
11 6 (6.12%) Data Analysis
11 6 (6.12%) Waterfall
12 5 (5.10%) Data Management
12 5 (5.10%) Scrum
Programming Languages
1 34 (34.69%) SQL
2 12 (12.24%) Java
3 9 (9.18%) T-SQL
4 5 (5.10%) PL/SQL
5 4 (4.08%) C#
6 3 (3.06%) Apex Code
6 3 (3.06%) VB.NET
7 2 (2.04%) JavaScript
7 2 (2.04%) Korn
7 2 (2.04%) Python
8 1 (1.02%) C++
Qualifications
1 13 (13.27%) SC Cleared
1 13 (13.27%) Security Cleared
2 6 (6.12%) Degree
3 2 (2.04%) AWS Certification
3 2 (2.04%) Computer Science Degree
3 2 (2.04%) DBS Check
3 2 (2.04%) ISEB
3 2 (2.04%) PRINCE2 Certification
4 1 (1.02%) CISA
4 1 (1.02%) CISM
4 1 (1.02%) CISMP
4 1 (1.02%) CISSP
4 1 (1.02%) ECSA
4 1 (1.02%) ISSAP
4 1 (1.02%) ISSMP
Quality Assurance & Compliance
1 18 (18.37%) PMO
2 12 (12.24%) Data Quality
3 5 (5.10%) GDPR
4 3 (3.06%) QA
5 2 (2.04%) ISO/IEC 27001
6 1 (1.02%) PCI DSS
System Software
1 4 (4.08%) Active Directory
1 4 (4.08%) VMware Infrastructure
2 3 (3.06%) Docker
2 3 (3.06%) vSphere
3 2 (2.04%) NFS
3 2 (2.04%) Veritas Volume Manager
4 1 (1.02%) Hyper-V
Systems Management
1 3 (3.06%) Data Guard
1 3 (3.06%) Oracle EDQ
1 3 (3.06%) Oracle RMAN
2 2 (2.04%) Oracle ZFS
2 2 (2.04%) Puppet
2 2 (2.04%) Simpana
2 2 (2.04%) Terraform
3 1 (1.02%) SCCM
Vendors
1 15 (15.31%) Microsoft
2 12 (12.24%) Oracle
3 9 (9.18%) SAP
4 8 (8.16%) Informatica
5 5 (5.10%) Salesforce.com
5 5 (5.10%) VMware
6 4 (4.08%) Tableau
7 3 (3.06%) Cognos
7 3 (3.06%) Google
8 2 (2.04%) CommVault
8 2 (2.04%) IBM
8 2 (2.04%) NetApp
8 2 (2.04%) Netezza
8 2 (2.04%) Red Hat
8 2 (2.04%) Sun
8 2 (2.04%) Veritas
9 1 (1.02%) Cloudera
9 1 (1.02%) MapR
9 1 (1.02%) Talend
9 1 (1.02%) Teradata