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 27 September 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
27 Sep 2016
Same period 2015 Same period 2014
Data Warehousing
Rank 69 37 66
Rank change year-on-year
-32 +29
Contract jobs citing Data Warehouse 80 102 58
As % of all contract IT jobs located in the West Midlands 2.47% 4.09% 2.27%
As % of the Database & Business Intelligence category 11.87% 19.84% 12.31%
Number of daily rates quoted 47 75 25
Median daily rate £400 £400 £363
Median daily rate % change year-on-year
- +10.34%
90% offered a daily rate of more than £269 £300 £304
10% offered a daily rate of more than £510 £575 £559
UK excluding London median daily rate £400 £400 £370
% change year-on-year
- +8.10%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £44.00 £30.00 £67.00
% change year-on-year
+46.66% -55.22%
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
674 514 471
As % of all contract IT jobs located in the West Midlands 20.80% 20.61% 18.42%
Number of daily rates quoted 404 325 283
Median daily rate £375 £375 £350
Median daily rate % change year-on-year
- +7.14%
90% offered a daily rate of more than £250 £275 £265
10% offered a daily rate of more than £500 £475 £448
UK excluding London median daily rate £375 £375 £350
% change year-on-year
- +7.14%
Number of hourly rates quoted 12 13 13
Median hourly rate £18.00 £28.50 £18.50
Median hourly rate % change year-on-year
-36.84% +54.05%
90% offered a hourly rate of more than £13.00 £13.80 £9.50
10% offered a hourly rate of more than £39.20 £33.55 £20.00
UK excluding London median hourly rate £36.32 £33.55 £22.50
% change year-on-year
+8.25% +49.11%

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 27 September 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 27 September 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
Birmingham -21 16 £418 -7.11% 7
Coventry -21 16 £400 - 2
Staffordshire +7 11 £347 -4.20% 2
Warwickshire -2 9 £400 +23.07% 1
Shropshire -21 8 £570 +111.11%
Solihull 0 3 £298 -0.83%
Wolverhampton +2 2 £225 -48.86%
West Bromwich - 1 £240 -
Data Warehouse
England

Data Warehouse
Top 30 Related IT Skills in the West Midlands

For the 6 months to 27 September 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 81 (45.51%) ETL
1 81 (45.51%) Business Intelligence
2 79 (44.38%) SQL
3 48 (26.97%) SQL Server Integration Services
4 46 (25.84%) SQL Server Reporting Services
5 45 (25.28%) Oracle
6 43 (24.16%) Microsoft
7 41 (23.03%) Agile Software Development
8 40 (22.47%) Data Modelling
9 35 (19.66%) SQL Server
10 33 (18.54%) SQL Server Analysis Services
11 32 (17.98%) Analytics
12 31 (17.42%) T-SQL
13 30 (16.85%) Migration
14 24 (13.48%) Data Analysis
14 24 (13.48%) Data Migration
14 24 (13.48%) Data Architecture
15 22 (12.36%) Big Data
15 22 (12.36%) PL/SQL
15 22 (12.36%) BusinessObjects
16 21 (11.80%) Finance
16 21 (11.80%) Oracle Database
16 21 (11.80%) Relational Database
17 20 (11.24%) R
17 20 (11.24%) Hadoop
17 20 (11.24%) Java
18 19 (10.67%) Oracle Forms
18 19 (10.67%) Workflow
18 19 (10.67%) Oracle Workflow
18 19 (10.67%) Pentaho

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 19 (10.67%) Oracle Workflow
2 18 (10.11%) SAS
3 11 (6.18%) SharePoint
4 3 (1.69%) Confluence
4 3 (1.69%) MS Exchange
5 2 (1.12%) Apache Pig
5 2 (1.12%) Apache Spark
5 2 (1.12%) Drupal
5 2 (1.12%) Skype for Business
6 1 (0.56%) SharePoint 2013
Applications
1 14 (7.87%) MS Excel
2 7 (3.93%) MS Office
2 7 (3.93%) MS Visio
3 5 (2.81%) MS PowerPoint
Business Applications
1 8 (4.49%) Oracle Applications
2 3 (1.69%) SAP BPC
3 2 (1.12%) SAP ERP
4 1 (0.56%) Cognos Business Intelligence
4 1 (0.56%) Oracle HRMS
Cloud Services
1 14 (7.87%) Microsoft Azure
2 2 (1.12%) Amazon AWS
2 2 (1.12%) Data Lake Analytics
2 2 (1.12%) SaaS
3 1 (0.56%) Boomi
3 1 (0.56%) Google Cloud Platform
3 1 (0.56%) Office 365
Communications & Networking
1 5 (2.81%) Intranet
2 3 (1.69%) Internet
2 3 (1.69%) NAS
3 2 (1.12%) NetScaler
4 1 (0.56%) Unified Communications
4 1 (0.56%) WebEx
Database & Business Intelligence
1 48 (26.97%) SQL Server Integration Services
2 46 (25.84%) SQL Server Reporting Services
3 35 (19.66%) SQL Server
4 33 (18.54%) SQL Server Analysis Services
5 22 (12.36%) Big Data
5 22 (12.36%) BusinessObjects
6 21 (11.80%) Oracle Database
6 21 (11.80%) Relational Database
7 20 (11.24%) Hadoop
8 19 (10.67%) Pentaho
9 18 (10.11%) Oracle Reports
10 15 (8.43%) OLAP
11 14 (7.87%) RDBMS
12 13 (7.30%) Cloudera CDH
12 13 (7.30%) QlikView
13 10 (5.62%) Power BI
14 8 (4.49%) BusinessObjects Web Intelligence
14 8 (4.49%) SQL Server 2008
14 8 (4.49%) SQL Server 2014
14 8 (4.49%) SQLPlus
Development Applications
1 19 (10.67%) Oracle Forms
2 12 (6.74%) JIRA
3 10 (5.62%) Team Foundation Server
4 9 (5.06%) ClearQuest
4 9 (5.06%) Git (software)
4 9 (5.06%) Jenkins
4 9 (5.06%) PVCS
5 5 (2.81%) Visual Studio
6 2 (1.12%) MSBuild
6 2 (1.12%) Oracle APEX
6 2 (1.12%) SQL Server Management Studio (SSMS)
General
1 21 (11.80%) Finance
2 9 (5.06%) Retail
3 7 (3.93%) Banking
4 6 (3.37%) Advertising
5 4 (2.25%) Manufacturing
6 2 (1.12%) Corporate Banking
6 2 (1.12%) Legal
6 2 (1.12%) Marketing
7 1 (0.56%) Financial Institution
7 1 (0.56%) Investment Banking
7 1 (0.56%) Pharmaceutical
Job Titles
1 86 (48.31%) Developer
2 31 (17.42%) Architect
3 30 (16.85%) Analyst
4 25 (14.04%) Business Intelligence Developer
5 21 (11.80%) Data Warehouse Developer
5 21 (11.80%) SQL Developer
6 18 (10.11%) Business Analyst
6 18 (10.11%) ETL Developer
6 18 (10.11%) Oracle Developer
7 16 (8.99%) SSIS Developer
8 15 (8.43%) SSRS Developer
9 12 (6.74%) Data Business Analyst
9 12 (6.74%) Hadoop Architect
10 11 (6.18%) Business Developer
10 11 (6.18%) Technical Architect
11 10 (5.62%) Lead Developer
12 9 (5.06%) SSAS Developer
13 8 (4.49%) Data Architect
14 7 (3.93%) Consultant
14 7 (3.93%) Solutions Architect
Libraries, Frameworks & Software Standards
1 17 (9.55%) MDX
2 14 (7.87%) REST
3 13 (7.30%) Web Services
4 9 (5.06%) Apache CXF
5 6 (3.37%) XML
6 3 (1.69%) .NET
6 3 (1.69%) JSON
6 3 (1.69%) Play Framework
7 2 (1.12%) ASP.NET
7 2 (1.12%) Drools
7 2 (1.12%) iXBRL
7 2 (1.12%) XBRL
8 1 (0.56%) SAP XI
Miscellaneous
1 13 (7.30%) Data Integration
1 13 (7.30%) Data Structures
2 8 (4.49%) Management Information System
3 7 (3.93%) Visualisation
4 6 (3.37%) Analytical Skills
5 4 (2.25%) Clustering
5 4 (2.25%) Data Centre
5 4 (2.25%) NHS
6 3 (1.69%) Enterprise Software
7 2 (1.12%) CESG
7 2 (1.12%) Credit Risk
7 2 (1.12%) Performance Metrics
7 2 (1.12%) Replication
8 1 (0.56%) Client/Server
8 1 (0.56%) Computer Science
8 1 (0.56%) Informatics
8 1 (0.56%) Internet of Things
8 1 (0.56%) Market Risk
8 1 (0.56%) Mathematics
8 1 (0.56%) Private Cloud
Operating Systems
1 15 (8.43%) Windows
2 6 (3.37%) Unix
3 4 (2.25%) Windows Server 2008
3 4 (2.25%) Windows Server 2012
4 2 (1.12%) Windows Server
5 1 (0.56%) AIX
5 1 (0.56%) Linux
5 1 (0.56%) Windows Server 2003
Processes & Methodologies
1 81 (45.51%) Business Intelligence
1 81 (45.51%) ETL
2 41 (23.03%) Agile Software Development
3 40 (22.47%) Data Modelling
4 32 (17.98%) Analytics
5 30 (16.85%) Migration
6 24 (13.48%) Data Analysis
6 24 (13.48%) Data Architecture
6 24 (13.48%) Data Migration
7 19 (10.67%) Workflow
8 16 (8.99%) User Stories
9 15 (8.43%) User Acceptance Testing
10 14 (7.87%) Continuous Integration
10 14 (7.87%) Target Operating Model
10 14 (7.87%) UML
11 13 (7.30%) Data Mapping
11 13 (7.30%) Kimball Methodology
11 13 (7.30%) Use Case
12 12 (6.74%) Data Analytics
12 12 (6.74%) Test Scripting
Programming Languages
1 79 (44.38%) SQL
2 31 (17.42%) T-SQL
3 22 (12.36%) PL/SQL
4 20 (11.24%) Java
4 20 (11.24%) R
5 12 (6.74%) C
6 4 (2.25%) C#
7 3 (1.69%) JavaScript
8 2 (1.12%) PowerShell
8 2 (1.12%) Python
8 2 (1.12%) VBA
9 1 (0.56%) COBOL
9 1 (0.56%) JCL
9 1 (0.56%) Shell Script
Qualifications
1 16 (8.99%) Security Cleared
2 15 (8.43%) SC Cleared
3 9 (5.06%) Sun Certification
4 4 (2.25%) Microsoft Certification
5 2 (1.12%) Degree
5 2 (1.12%) ISEB
5 2 (1.12%) ISTQB
5 2 (1.12%) ISTQB Foundation Certification
5 2 (1.12%) PRINCE2 Certification
6 1 (0.56%) MCSA
6 1 (0.56%) MCSE
6 1 (0.56%) PMI Certification
6 1 (0.56%) PMP
Quality Assurance & Compliance
1 15 (8.43%) Data Quality
2 5 (2.81%) QA
3 2 (1.12%) Basel II
3 2 (1.12%) Disclosure Scotland
4 1 (0.56%) GCP
4 1 (0.56%) SLA
4 1 (0.56%) Solvency II
System Software
1 5 (2.81%) Active Directory
2 2 (1.12%) HDFS
2 2 (1.12%) Hyper-V
2 2 (1.12%) Terminal Services
2 2 (1.12%) XenApp
2 2 (1.12%) XenDesktop
Systems Management
1 2 (1.12%) Failover Clustering
1 2 (1.12%) MOM
1 2 (1.12%) Oracle EDQ
1 2 (1.12%) SCOM
2 1 (0.56%) CA Endevor
2 1 (0.56%) Control-M
2 1 (0.56%) Microsoft Clustering
Vendors
1 45 (25.28%) Oracle
2 43 (24.16%) Microsoft
3 18 (10.11%) VMware
4 16 (8.99%) Cloudera
5 13 (7.30%) Informatica
5 13 (7.30%) Platfora
6 10 (5.62%) SAP
7 6 (3.37%) Tableau
8 5 (2.81%) Cognos
9 4 (2.25%) IBM
10 3 (1.69%) Dell
10 3 (1.69%) EMC
10 3 (1.69%) Red Hat
11 2 (1.12%) Citrix
11 2 (1.12%) DataFlux
11 2 (1.12%) Teradata
11 2 (1.12%) Trillium
12 1 (0.56%) Cadence
12 1 (0.56%) Google
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