The table below looks at the statistics for Data Warehouse skills in IT contracts advertised for the West Midlands region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Warehouse over the 3 months to 25 July 2016 with a comparison to the same period over the previous 2 years.

Note that daily contractor rates and hourly contractor rates are treated separately. When calculating average contractor rates, daily rates are not derived from quoted hourly rates or vice versa.

3 months to
25 Jul 2016
Same period 2015 Same period 2014
Data Warehousing
Rank 45 48 64
Rank change year-on-year
+3 +16
Contract jobs citing Data Warehouse 117 75 60
As % of all contract IT jobs located in the West Midlands 3.70% 3.15% 2.53%
As % of the Database & Business Intelligence category 17.23% 14.07% 13.33%
Number of daily rates quoted 74 49 32
Median daily rate £414 £375 £370
Median daily rate % change year-on-year
+10.33% +1.35%
90% offered a daily rate of more than £329 £275 £276
10% offered a daily rate of more than £525 £500 £525
UK excluding London median daily rate £400 £375 £370
% change year-on-year
+6.66% +1.35%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £25.25 £30.00 £40.50
% change year-on-year
-15.83% -25.92%
Data Warehouse
England

The following table is for comparison with the above and provides statistics for the entire Database & Business Intelligence category in contract jobs advertised in the West Midlands region.

Database & Business Intelligence Category
West Midlands
Contract IT job ads with a match in the
Database & Business Intelligence category
679 533 450
As % of all contract IT jobs located in the West Midlands 21.47% 22.36% 18.95%
Number of daily rates quoted 428 340 268
Median daily rate £400 £368 £315
Median daily rate % change year-on-year
+8.84% +16.66%
90% offered a daily rate of more than £300 £223 £213
10% offered a daily rate of more than £510 £475 £450
UK excluding London median daily rate £375 £355 £350
% change year-on-year
+5.63% +1.42%
Number of hourly rates quoted 9 15 13
Median hourly rate £22.50 £18.14 £23.00
Median hourly rate % change year-on-year
+24.03% -21.13%
90% offered a hourly rate of more than £13.00 £13.80 £10.30
10% offered a hourly rate of more than £36.50 £38.35 £34.31
UK excluding London median hourly rate £32.00 £28.50 £25.00
% change year-on-year
+12.28% +14.00%

Data Warehouse
Jobs Demand Trend in the West Midlands

The demand trend of contract jobs across the West Midlands region citing Data Warehouse as a proportion of all IT contracts with a match in the Database & Business Intelligence category.

Data Warehouse Jobs Demand Trend in the West Midlands

Data Warehouse
Daily Rate Trend in the West Midlands

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

Data Warehouse Daily Rate Trend in the West Midlands

Data Warehouse
Daily Rate Histogram in the West Midlands

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Warehouse across the West Midlands region over the 3 months to 25 July 2016.

Data Warehouse Daily Rate Histogram in the West Midlands

Data Warehouse
Hourly Rate Trend in the West Midlands

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

Data Warehouse Hourly Rate Trend 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 3 months to 25 July 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Coventry +2 28 £414 +37.91% 3
Birmingham -10 21 £413 +1.53% 8
Shropshire -22 19 £515 +90.74% 3
Warwickshire +7 18 £400 +33.25% 3
Staffordshire +2 9 £290 -14.07% 1
Solihull - 7 £485 -
Walsall - 1 £400 -
Worcestershire - 1 £350 - 1
Data Warehouse
England

Data Warehouse
Top 30 Related IT Skills in the West Midlands

For the 6 months to 25 July 2016, IT contractor 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 contract ads across the West Midlands region with a requirement for Data Warehouse.

1 83 (41.50%) Business Intelligence
2 80 (40.00%) SQL
3 74 (37.00%) ETL
4 58 (29.00%) Agile Software Development
5 55 (27.50%) Oracle
6 43 (21.50%) SQL Server
7 42 (21.00%) SQL Server Integration Services
8 41 (20.50%) Hadoop
9 40 (20.00%) SQL Server Reporting Services
9 40 (20.00%) Data Modelling
9 40 (20.00%) Microsoft
10 39 (19.50%) Analytics
11 37 (18.50%) Pentaho
12 35 (17.50%) SQL Server Analysis Services
13 33 (16.50%) Cloudera
13 33 (16.50%) BusinessObjects
14 32 (16.00%) Migration
15 31 (15.50%) VMware
15 31 (15.50%) Relational Database
16 28 (14.00%) SAS
16 28 (14.00%) T-SQL
17 27 (13.50%) Data Analysis
18 26 (13.00%) Big Data
18 26 (13.00%) Data Architecture
19 25 (12.50%) Oracle Database
19 25 (12.50%) Java
19 25 (12.50%) Finance
20 24 (12.00%) REST
20 24 (12.00%) Data Migration
21 23 (11.50%) Security Cleared

Data Warehouse
Top Related 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 28 (14.00%) SAS
2 16 (8.00%) Oracle Workflow
3 14 (7.00%) SharePoint
4 8 (4.00%) Confluence
5 2 (1.00%) Apache
5 2 (1.00%) MS Exchange
5 2 (1.00%) Skype for Business
5 2 (1.00%) Tomcat
6 1 (0.50%) Oracle 10gAS
6 1 (0.50%) Oracle Application Server
6 1 (0.50%) SharePoint 2013
Applications
1 13 (6.50%) MS Excel
2 7 (3.50%) MS Visio
3 5 (2.50%) MS PowerPoint
4 4 (2.00%) MS Office
5 1 (0.50%) SPSS
Business Applications
1 5 (2.50%) Oracle Applications
2 3 (1.50%) SAP BPC
3 2 (1.00%) Cognos Business Intelligence
4 1 (0.50%) Oracle EBS
4 1 (0.50%) Oracle HRMS
4 1 (0.50%) SAP ERP
Cloud Services
1 8 (4.00%) Microsoft Azure
2 3 (1.50%) Google Cloud Platform
3 2 (1.00%) Data Lake Analytics
3 2 (1.00%) SaaS
Communications & Networking
1 9 (4.50%) Internet
2 2 (1.00%) Fibre Channel
2 2 (1.00%) Intranet
2 2 (1.00%) NAS
2 2 (1.00%) NetScaler
2 2 (1.00%) SAN
3 1 (0.50%) WebEx
Database & Business Intelligence
1 43 (21.50%) SQL Server
2 42 (21.00%) SQL Server Integration Services
3 41 (20.50%) Hadoop
4 40 (20.00%) SQL Server Reporting Services
5 37 (18.50%) Pentaho
6 35 (17.50%) SQL Server Analysis Services
7 33 (16.50%) BusinessObjects
8 31 (15.50%) Relational Database
9 26 (13.00%) Big Data
10 25 (12.50%) Oracle Database
11 21 (10.50%) Cloudera CDH
11 21 (10.50%) RDBMS
12 18 (9.00%) Oracle Reports
13 13 (6.50%) SQL Server 2008
14 11 (5.50%) Power BI
15 10 (5.00%) QlikView
15 10 (5.00%) SQL Server 2005
16 9 (4.50%) Data Mart
16 9 (4.50%) OLAP
17 8 (4.00%) Oracle OWB
Development Applications
1 18 (9.00%) Oracle Forms
2 17 (8.50%) JIRA
3 10 (5.00%) Team Foundation Server
4 9 (4.50%) ClearQuest
4 9 (4.50%) Git (software)
4 9 (4.50%) Jenkins
4 9 (4.50%) PVCS
5 5 (2.50%) Visual Studio
6 2 (1.00%) MSBuild
6 2 (1.00%) Oracle APEX
6 2 (1.00%) SQL Server Management Studio (SSMS)
7 1 (0.50%) Cucumber
7 1 (0.50%) Gatling
7 1 (0.50%) HP UFT
7 1 (0.50%) Selenium
7 1 (0.50%) Toad
General
1 25 (12.50%) Finance
2 6 (3.00%) Banking
2 6 (3.00%) Retail
3 5 (2.50%) Advertising
3 5 (2.50%) Manufacturing
4 3 (1.50%) Investment Banking
5 2 (1.00%) Corporate Banking
5 2 (1.00%) Marketing
6 1 (0.50%) Financial Institution
6 1 (0.50%) Legal
6 1 (0.50%) Military
Job Titles
1 81 (40.50%) Developer
2 47 (23.50%) Architect
3 37 (18.50%) Analyst
4 25 (12.50%) Business Intelligence Developer
4 25 (12.50%) SQL Developer
5 20 (10.00%) Hadoop Architect
5 20 (10.00%) Technical Architect
6 18 (9.00%) Business Analyst
6 18 (9.00%) Oracle Developer
7 17 (8.50%) Data Warehouse Developer
8 14 (7.00%) SSIS Developer
9 13 (6.50%) Business Developer
9 13 (6.50%) SSAS Developer
10 12 (6.00%) SSRS Developer
10 12 (6.00%) Test Analyst
11 11 (5.50%) Cloud Architect
11 11 (5.50%) ETL Developer
12 10 (5.00%) Business Intelligence Architect
12 10 (5.00%) Consultant
12 10 (5.00%) Lead Developer
Libraries, Frameworks & Software Standards
1 24 (12.00%) REST
2 15 (7.50%) MDX
2 15 (7.50%) Web Services
3 10 (5.00%) XML
4 9 (4.50%) Apache CXF
5 3 (1.50%) .NET
5 3 (1.50%) JSON
5 3 (1.50%) Play Framework
5 3 (1.50%) XBRL
6 2 (1.00%) ASP.NET
7 1 (0.50%) SAP XI
Miscellaneous
1 22 (11.00%) Data Structures
2 17 (8.50%) Data Integration
3 8 (4.00%) Visualisation
4 5 (2.50%) Analytical Skills
5 4 (2.00%) Data Centre
5 4 (2.00%) Management Information System
6 3 (1.50%) Clustering
6 3 (1.50%) Enterprise Software
7 2 (1.00%) CESG
7 2 (1.00%) Performance Metrics
7 2 (1.00%) Reference Data
7 2 (1.00%) Replication
7 2 (1.00%) Virtual Team
8 1 (0.50%) Client/Server
8 1 (0.50%) Computer Science
8 1 (0.50%) Credit Risk
8 1 (0.50%) Internet of Things
8 1 (0.50%) iPad
8 1 (0.50%) iPhone
8 1 (0.50%) Market Risk
Operating Systems
1 15 (7.50%) Windows
2 14 (7.00%) Unix
3 4 (2.00%) Windows Server 2008
3 4 (2.00%) Windows Server 2012
4 3 (1.50%) Linux
5 2 (1.00%) Solaris
5 2 (1.00%) Windows Server
6 1 (0.50%) AIX
6 1 (0.50%) Windows Server 2003
Processes & Methodologies
1 83 (41.50%) Business Intelligence
2 74 (37.00%) ETL
3 58 (29.00%) Agile Software Development
4 40 (20.00%) Data Modelling
5 39 (19.50%) Analytics
6 32 (16.00%) Migration
7 27 (13.50%) Data Analysis
8 26 (13.00%) Data Architecture
9 24 (12.00%) Data Migration
10 18 (9.00%) Test Scripting
10 18 (9.00%) User Acceptance Testing
11 17 (8.50%) Data Management
11 17 (8.50%) Scrum
11 17 (8.50%) Technical Architecture
11 17 (8.50%) UML
12 16 (8.00%) Workflow
13 15 (7.50%) Kimball Methodology
13 15 (7.50%) User Stories
13 15 (7.50%) Waterfall
14 14 (7.00%) Target Operating Model
Programming Languages
1 80 (40.00%) SQL
2 28 (14.00%) T-SQL
3 25 (12.50%) Java
4 21 (10.50%) PL/SQL
5 19 (9.50%) R
6 9 (4.50%) C
7 3 (1.50%) JavaScript
7 3 (1.50%) VBA
8 2 (1.00%) C#
8 2 (1.00%) Korn
8 2 (1.00%) PowerShell
Qualifications
1 23 (11.50%) Security Cleared
2 22 (11.00%) SC Cleared
3 9 (4.50%) Sun Certification
4 7 (3.50%) ISTQB
5 6 (3.00%) ISEB
5 6 (3.00%) ISTQB Foundation Certification
6 4 (2.00%) Degree
6 4 (2.00%) PRINCE2 Certification
7 3 (1.50%) Microsoft Certification
8 1 (0.50%) ISTQB Advanced Certification
8 1 (0.50%) PMI Certification
8 1 (0.50%) PMP
Quality Assurance & Compliance
1 13 (6.50%) Data Quality
2 9 (4.50%) QA
3 4 (2.00%) SLA
4 2 (1.00%) GCP
5 1 (0.50%) Disclosure Scotland
System Software
1 4 (2.00%) Active Directory
2 2 (1.00%) Hyper-V
2 2 (1.00%) NFS
2 2 (1.00%) Terminal Services
2 2 (1.00%) Veritas Volume Manager
2 2 (1.00%) VMware Infrastructure
2 2 (1.00%) XenApp
2 2 (1.00%) XenDesktop
Systems Management
1 2 (1.00%) Failover Clustering
1 2 (1.00%) MOM
1 2 (1.00%) Oracle EDQ
1 2 (1.00%) Oracle ZFS
1 2 (1.00%) SCOM
1 2 (1.00%) Simpana
2 1 (0.50%) Data Guard
2 1 (0.50%) Microsoft Clustering
2 1 (0.50%) Oracle RMAN
Vendors
1 55 (27.50%) Oracle
2 40 (20.00%) Microsoft
3 33 (16.50%) Cloudera
4 31 (15.50%) VMware
5 19 (9.50%) Platfora
6 12 (6.00%) Red Hat
7 11 (5.50%) Informatica
7 11 (5.50%) SAP
8 10 (5.00%) Tableau
9 6 (3.00%) Cognos
10 4 (2.00%) IBM
11 3 (1.50%) Google
11 3 (1.50%) Netezza
12 2 (1.00%) DataFlux
12 2 (1.00%) Dell
12 2 (1.00%) EMC
12 2 (1.00%) NetApp
12 2 (1.00%) Sun
12 2 (1.00%) Trillium
12 2 (1.00%) Veritas
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