Period
to 22 January 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 22 January 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
22 Jan 2018
Same period 2017 Same period 2016
Rank 81 70 49
Rank change year-on-year -11 -21 +19
Contract jobs citing Data Warehouse 113 136 172
As % of all contract IT jobs advertised in the West Midlands 2.41% 2.53% 3.46%
As % of the Database & Business Intelligence category 13.42% 13.33% 14.81%
Number of daily rates quoted 71 79 142
West Midlands median daily rate £425 £400 £400
Median daily rate % change year-on-year +6.25% - -
10th Percentile £281 £279 £285
90th Percentile £525 £525 £700
England median daily rate £450 £438 £425
% change year-on-year +2.86% +2.94% -
Number of hourly rates quoted 2 0 0
West Midlands median hourly rate £56.00 - -
England median hourly rate £26.80 £41.00 £26.93
% change year-on-year -34.64% +52.27% -31.84%

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 842 1,020 1,161
As % of all contract IT jobs advertised in the West Midlands 17.98% 18.96% 23.38%
Number of daily rates quoted 533 604 712
West Midlands median daily rate £401 £375 £375
Median daily rate % change year-on-year +6.80% - +7.14%
10th Percentile £264 £250 £260
90th Percentile £538 £538 £500
England median daily rate £475 £430 £425
% change year-on-year +10.47% +1.18% +6.25%
Number of hourly rates quoted 22 23 37
West Midlands median hourly rate £30.91 £17.12 £20.50
Median hourly rate % change year-on-year +80.52% -16.49% +9.33%
10th Percentile £18.28 £14.30 £14.22
90th Percentile £53.38 £23.80 £33.55
England median hourly rate £30.75 £27.50 £30.00
% change year-on-year +11.82% -8.33% +9.09%

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 22 January 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
Contractor Hourly Rate Histogram in the West Midlands

The hourly rate distribution of IT jobs citing Data Warehouse in the West Midlands over the 6 months to 22 January 2018.

Contractor hourly rate histogram 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 22 January 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 35 £413 +17.93% 10
Coventry -4 17 £450 +5.88% 4
Sutton Coldfield - 16 £440 - 1
Warwickshire -8 9 £500 +25.00% 4
Solihull +5 5 - - 2
Staffordshire +3 5 £388 +19.23% 1
Wolverhampton -3 3 £460 +104.44% 2
Shropshire +9 1 £425 -
West Bromwich +4 1 - -
Data Warehouse
England

For the 6 months to 22 January 2018, 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 69 (61.06%) Business Intelligence
2 56 (49.56%) ETL
3 50 (44.25%) SQL
4 47 (41.59%) SQL Server
5 40 (35.40%) SQL Server Reporting Services
6 31 (27.43%) SQL Server Integration Services
7 30 (26.55%) Analytics
8 28 (24.78%) Microsoft
8 28 (24.78%) Finance
9 25 (22.12%) SQL Server Analysis Services
10 24 (21.24%) Oracle
11 23 (20.35%) Migration
12 21 (18.58%) Security Cleared
13 20 (17.70%) Agile Software Development
13 20 (17.70%) Cognos
14 19 (16.81%) SC Cleared
15 17 (15.04%) T-SQL
15 17 (15.04%) Oracle Database
15 17 (15.04%) Power BI
16 16 (14.16%) OLAP
17 14 (12.39%) Oracle Database 12c
18 13 (11.50%) Tableau
18 13 (11.50%) SQL Server 2016
18 13 (11.50%) Data Management
18 13 (11.50%) Oracle OLAP
19 12 (10.62%) Pentaho
19 12 (10.62%) SQL Server 2008
19 12 (10.62%) Data Modelling
19 12 (10.62%) Oracle EDQ
20 11 (9.73%) SQL Server 2012

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 (9.73%) ArcGIS
2 10 (8.85%) SharePoint
3 1 (0.88%) MS Exchange
3 1 (0.88%) NetWeaver
3 1 (0.88%) SAS
3 1 (0.88%) Skype for Business
Applications
1 3 (2.65%) Microsoft Office
2 2 (1.77%) Microsoft Excel
3 1 (0.88%) MS Visio
Business Applications
1 2 (1.77%) Dynamics AX
1 2 (1.77%) Dynamics NAV
1 2 (1.77%) SAP MDG
2 1 (0.88%) SAP SEM
Cloud Services
1 7 (6.19%) Microsoft Azure
2 3 (2.65%) Azure Data Factory
3 2 (1.77%) Amazon AWS
3 2 (1.77%) Data Lake Analytics
4 1 (0.88%) Amazon EC2
4 1 (0.88%) Cortana Intelligence Suite
4 1 (0.88%) Google Cloud Platform
Communications & Networking
1 2 (1.77%) DNS
2 1 (0.88%) DHCP
2 1 (0.88%) HTTP
2 1 (0.88%) Internet
2 1 (0.88%) NetScaler
2 1 (0.88%) SAN
2 1 (0.88%) SMS
2 1 (0.88%) TCP/IP
Database & Business Intelligence
1 47 (41.59%) SQL Server
2 40 (35.40%) SQL Server Reporting Services
3 31 (27.43%) SQL Server Integration Services
4 25 (22.12%) SQL Server Analysis Services
5 17 (15.04%) Oracle Database
5 17 (15.04%) Power BI
6 16 (14.16%) OLAP
7 14 (12.39%) Oracle Database 12c
8 13 (11.50%) Oracle OLAP
8 13 (11.50%) SQL Server 2016
9 12 (10.62%) Pentaho
9 12 (10.62%) SQL Server 2008
10 11 (9.73%) SQL Server 2012
11 8 (7.08%) PowerPivot
12 7 (6.19%) Data Lake
13 5 (4.42%) DataStage
13 5 (4.42%) Relational Database
13 5 (4.42%) SQL Server 2014
14 4 (3.54%) BusinessObjects
14 4 (3.54%) SAP BW
Development Applications
1 5 (4.42%) Git (software)
1 5 (4.42%) Team Foundation Server
2 4 (3.54%) Subversion
3 2 (1.77%) JIRA
4 1 (0.88%) DbUnit
4 1 (0.88%) Jenkins
4 1 (0.88%) jMock
4 1 (0.88%) JUnit
4 1 (0.88%) Maven
4 1 (0.88%) Mockito
4 1 (0.88%) SonarQube
4 1 (0.88%) Toad
General
1 28 (24.78%) Finance
2 10 (8.85%) Retail
3 5 (4.42%) Marketing
4 4 (3.54%) Manufacturing
5 3 (2.65%) Banking
6 2 (1.77%) Advertising
7 1 (0.88%) Electronics
7 1 (0.88%) Publishing
7 1 (0.88%) Telecoms
Job Titles
1 56 (49.56%) Developer
2 23 (20.35%) Business Intelligence Developer
3 15 (13.27%) Analyst
4 12 (10.62%) DBA
5 11 (9.73%) SQL Developer
6 10 (8.85%) Oracle DBA
7 8 (7.08%) Project Manager
8 7 (6.19%) Business Developer
8 7 (6.19%) Consultant
8 7 (6.19%) Data Warehouse Developer
8 7 (6.19%) Microsoft BI Developer
8 7 (6.19%) Oracle Developer
8 7 (6.19%) Senior Business Intelligence Developer
8 7 (6.19%) Senior Developer
9 6 (5.31%) Business Intelligence Analyst
10 5 (4.42%) Administrator
10 5 (4.42%) Business Intelligence Manager
10 5 (4.42%) C# Developer
10 5 (4.42%) Microsoft Developer
10 5 (4.42%) SSRS Developer
Libraries, Frameworks & Software Standards
1 9 (7.96%) .NET
2 8 (7.08%) HTML
3 7 (6.19%) Ajax
3 7 (6.19%) CSS
3 7 (6.19%) jQuery
3 7 (6.19%) MDX
4 6 (5.31%) .NET Framework
4 6 (5.31%) ASP.NET
4 6 (5.31%) Classic ASP
4 6 (5.31%) Entity Framework
5 5 (4.42%) Web Services
6 4 (3.54%) RESTful
7 2 (1.77%) J2EE
8 1 (0.88%) Backbone.js
8 1 (0.88%) CSS3
8 1 (0.88%) HTML5
8 1 (0.88%) PowerMock
8 1 (0.88%) SOAP
8 1 (0.88%) Spring
8 1 (0.88%) XML
Miscellaneous
1 6 (5.31%) Management Information System
2 5 (4.42%) Analytical Skills
3 3 (2.65%) Data Structures
3 3 (2.65%) EPoS
3 3 (2.65%) Greenfield Project
3 3 (2.65%) NHS
4 2 (1.77%) Clustering
4 2 (1.77%) Life Science
5 1 (0.88%) CESG
5 1 (0.88%) Private Cloud
5 1 (0.88%) Replication
5 1 (0.88%) User Experience
Operating Systems
1 4 (3.54%) Windows
2 3 (2.65%) Windows Server
3 2 (1.77%) Unix
4 1 (0.88%) Windows 7
4 1 (0.88%) Windows Server 2008
4 1 (0.88%) Windows Server 2012
4 1 (0.88%) Windows XP
Processes & Methodologies
1 69 (61.06%) Business Intelligence
2 56 (49.56%) ETL
3 30 (26.55%) Analytics
4 23 (20.35%) Migration
5 20 (17.70%) Agile Software Development
6 13 (11.50%) Data Management
7 12 (10.62%) Data Modelling
8 11 (9.73%) Data Migration
9 10 (8.85%) Database Security
10 9 (7.96%) Complex ETL
10 9 (7.96%) Data Analysis
10 9 (7.96%) ETL Development
10 9 (7.96%) Information Governance
10 9 (7.96%) Kimball Methodology
10 9 (7.96%) Stakeholder Management
11 7 (6.19%) Data Architecture
11 7 (6.19%) Visualisation
12 6 (5.31%) Integration Testing
12 6 (5.31%) OO
12 6 (5.31%) System Integration Testing
Programming Languages
1 50 (44.25%) SQL
2 17 (15.04%) T-SQL
3 9 (7.96%) C#
4 8 (7.08%) PL/SQL
5 6 (5.31%) VB.NET
6 4 (3.54%) JavaScript
7 3 (2.65%) Java
8 1 (0.88%) Data Analysis Expressions (DAX)
8 1 (0.88%) Shell Script
Qualifications
1 21 (18.58%) Security Cleared
2 19 (16.81%) SC Cleared
3 5 (4.42%) Degree
4 2 (1.77%) BPSS Clearance
4 2 (1.77%) Master's Degree
5 1 (0.88%) CCA
5 1 (0.88%) CESG Certified Professional
5 1 (0.88%) Citrix Certification
5 1 (0.88%) DBS Check
5 1 (0.88%) ITIL Certification
5 1 (0.88%) MCSA
5 1 (0.88%) MCSE
5 1 (0.88%) Microsoft Certification
5 1 (0.88%) PMP
Quality Assurance & Compliance
1 8 (7.08%) Data Quality
2 3 (2.65%) PMO
3 1 (0.88%) Disclosure Scotland
3 1 (0.88%) GDPR
3 1 (0.88%) QA
System Software
1 2 (1.77%) Active Directory
2 1 (0.88%) Docker
2 1 (0.88%) Hyper-V
2 1 (0.88%) Terminal Services
2 1 (0.88%) VMware Infrastructure
2 1 (0.88%) vSphere
2 1 (0.88%) XenApp
2 1 (0.88%) XenDesktop
Systems Management
1 12 (10.62%) Oracle EDQ
2 10 (8.85%) Data Guard
2 10 (8.85%) Oracle RMAN
3 1 (0.88%) Failover Clustering
3 1 (0.88%) Systems Management Server (SMS)
Vendors
1 28 (24.78%) Microsoft
2 24 (21.24%) Oracle
3 20 (17.70%) Cognos
4 13 (11.50%) Tableau
5 11 (9.73%) SAP
6 4 (3.54%) Cloudera
6 4 (3.54%) Salesforce.com
7 3 (2.65%) VMware
8 2 (1.77%) Citrix
8 2 (1.77%) IBM
8 2 (1.77%) Netezza
8 2 (1.77%) Teradata
9 1 (0.88%) Capita
9 1 (0.88%) Dell
9 1 (0.88%) Google
9 1 (0.88%) JDA
9 1 (0.88%) RedPrairie