Period
to 19 November 2017

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 19 November 2017 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
19 Nov 2017
Same period 2016 Same period 2015
Rank 95 66 52
Rank change year-on-year -29 -14 +22
Contract jobs citing Data Warehouse 92 177 162
As % of all contract IT jobs advertised in the West Midlands 1.93% 2.87% 3.27%
As % of the Database & Business Intelligence category 10.77% 14.30% 15.03%
Number of daily rates quoted 61 106 145
West Midlands median daily rate £450 £400 £400
Median daily rate % change year-on-year +12.50% - +6.67%
10th Percentile £298 £286 £274
90th Percentile £575 £538 £700
England median daily rate £450 £438 £425
% change year-on-year +2.86% +2.94% -
Number of hourly rates quoted 3 0 0
West Midlands median hourly rate £45.00 - -
England median hourly rate £27.50 £42.00 £26.47
% change year-on-year -34.52% +58.67% -53.36%

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 854 1238 1078
As % of all contract IT jobs advertised in the West Midlands 17.94% 20.06% 21.76%
Number of daily rates quoted 540 745 671
West Midlands median daily rate £400 £388 £375
Median daily rate % change year-on-year +3.23% +3.33% +11.94%
10th Percentile £263 £269 £213
90th Percentile £534 £538 £505
England median daily rate £458 £425 £413
% change year-on-year +7.65% +3.03% +3.13%
Number of hourly rates quoted 26 24 31
West Midlands median hourly rate £31.16 £17.75 £20.00
Median hourly rate % change year-on-year +75.52% -11.25% +14.29%
10th Percentile £21.00 £13.98 £12.30
90th Percentile £51.88 £23.70 £33.55
England median hourly rate £31.50 £28.00 £28.00
% change year-on-year +12.50% - +16.67%

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 19 November 2017.

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 19 November 2017.

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 19 November 2017. 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 -3 26 £450 +28.57% 3
Sutton Coldfield - 20 £480 -
Coventry -12 10 £413 -5.71% 2
Warwickshire -14 6 £388 +3.33%
Staffordshire -5 5 £388 +24.00% 1
West Bromwich +3 2 £450 +87.53%
Wolverhampton -1 2 £460 +104.44%
Solihull +3 1 - - 1
Data Warehouse
England

For the 6 months to 19 November 2017, 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 58 (63.04%) Business Intelligence
2 44 (47.83%) SQL
3 43 (46.74%) ETL
4 28 (30.43%) Oracle
5 26 (28.26%) Microsoft
6 25 (27.17%) SQL Server Reporting Services
7 24 (26.09%) SQL Server
8 23 (25.00%) Security Cleared
9 22 (23.91%) Analytics
10 20 (21.74%) SC Cleared
10 20 (21.74%) SQL Server Integration Services
11 18 (19.57%) Migration
12 17 (18.48%) Agile Software Development
13 16 (17.39%) Data Management
13 16 (17.39%) Oracle Database
14 15 (16.30%) OLAP
14 15 (16.30%) Cognos
15 14 (15.22%) Finance
15 14 (15.22%) Data Quality
15 14 (15.22%) Oracle Database 12c
15 14 (15.22%) Power BI
16 13 (14.13%) Tableau
16 13 (14.13%) Pentaho
16 13 (14.13%) Oracle OLAP
17 12 (13.04%) SQL Server Analysis Services
17 12 (13.04%) Oracle EDQ
18 11 (11.96%) ArcGIS
19 10 (10.87%) Oracle RMAN
19 10 (10.87%) SharePoint
19 10 (10.87%) Data Guard

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 (11.96%) ArcGIS
2 10 (10.87%) SharePoint
3 3 (3.26%) Oracle Workflow
4 2 (2.17%) SAS
5 1 (1.09%) Drupal
5 1 (1.09%) IIS
5 1 (1.09%) NetWeaver
5 1 (1.09%) Skype for Business
Applications
1 4 (4.35%) Microsoft Excel
2 3 (3.26%) Microsoft Office
3 2 (2.17%) Spreadsheet
4 1 (1.09%) MS Visio
Business Applications
1 3 (3.26%) Dynamics AX
1 3 (3.26%) Oracle Applications
2 2 (2.17%) SAP MDG
3 1 (1.09%) SAP SEM
Cloud Services
1 4 (4.35%) Microsoft Azure
2 2 (2.17%) Data Lake Analytics
3 1 (1.09%) Amazon AWS
3 1 (1.09%) Azure Data Factory
Communications & Networking
1 2 (2.17%) SMS
2 1 (1.09%) DNS
2 1 (1.09%) HTTP
2 1 (1.09%) Internet
2 1 (1.09%) NetScaler
Database & Business Intelligence
1 25 (27.17%) SQL Server Reporting Services
2 24 (26.09%) SQL Server
3 20 (21.74%) SQL Server Integration Services
4 16 (17.39%) Oracle Database
5 15 (16.30%) OLAP
6 14 (15.22%) Oracle Database 12c
6 14 (15.22%) Power BI
7 13 (14.13%) Oracle OLAP
7 13 (14.13%) Pentaho
8 12 (13.04%) SQL Server Analysis Services
9 7 (7.61%) PowerPivot
9 7 (7.61%) SQL Server 2016
10 5 (5.43%) RDBMS
10 5 (5.43%) Relational Database
11 4 (4.35%) BusinessObjects
11 4 (4.35%) SAP BW
11 4 (4.35%) SAP HANA
11 4 (4.35%) SQL Server 2008
12 3 (3.26%) Oracle Database 11g
12 3 (3.26%) QlikView
Development Applications
1 4 (4.35%) Git (software)
1 4 (4.35%) Subversion
1 4 (4.35%) Team Foundation Server
2 3 (3.26%) Oracle Forms
3 2 (2.17%) JIRA
General
1 14 (15.22%) Finance
2 5 (5.43%) Retail
3 3 (3.26%) Manufacturing
4 1 (1.09%) Advertising
4 1 (1.09%) Automotive
4 1 (1.09%) Banking
4 1 (1.09%) Electronics
4 1 (1.09%) Marketing
4 1 (1.09%) Publishing
4 1 (1.09%) Telecoms
Job Titles
1 35 (38.04%) Developer
2 19 (20.65%) Business Intelligence Developer
3 12 (13.04%) DBA
4 10 (10.87%) Oracle DBA
5 9 (9.78%) Business Intelligence Manager
6 8 (8.70%) Analyst
7 7 (7.61%) Consultant
7 7 (7.61%) Oracle Developer
7 7 (7.61%) SQL Developer
8 6 (6.52%) Business Developer
8 6 (6.52%) Business Manager
8 6 (6.52%) Senior Business Intelligence Developer
8 6 (6.52%) Senior Developer
9 5 (5.43%) Administrator
9 5 (5.43%) Data Warehouse Developer
9 5 (5.43%) Project Manager
10 4 (4.35%) Business Analyst
10 4 (4.35%) Data Architect
10 4 (4.35%) Data Manager
10 4 (4.35%) Integration Manager
Libraries, Frameworks & Software Standards
1 5 (5.43%) Web Services
2 4 (4.35%) .NET
3 3 (3.26%) MDX
4 2 (2.17%) ASP.NET
4 2 (2.17%) RESTful
5 1 (1.09%) .NET Framework
5 1 (1.09%) Ajax
5 1 (1.09%) Classic ASP
5 1 (1.09%) CSS
5 1 (1.09%) Entity Framework
5 1 (1.09%) HTML
5 1 (1.09%) jQuery
5 1 (1.09%) Oracle Fusion
5 1 (1.09%) WinForms
5 1 (1.09%) XML
Miscellaneous
1 7 (7.61%) Analytical Skills
1 7 (7.61%) Management Information System
2 5 (5.43%) Data Structures
3 3 (3.26%) EPoS
3 3 (3.26%) Greenfield Project
4 2 (2.17%) Life Science
5 1 (1.09%) CESG
5 1 (1.09%) Clustering
5 1 (1.09%) Data Protection Act
5 1 (1.09%) NHS
5 1 (1.09%) Private Cloud
5 1 (1.09%) Replication
Operating Systems
1 3 (3.26%) Windows
2 2 (2.17%) Unix
2 2 (2.17%) Windows Server
3 1 (1.09%) Windows Server 2008
3 1 (1.09%) Windows Server 2012
Processes & Methodologies
1 58 (63.04%) Business Intelligence
2 43 (46.74%) ETL
3 22 (23.91%) Analytics
4 18 (19.57%) Migration
5 17 (18.48%) Agile Software Development
6 16 (17.39%) Data Management
7 10 (10.87%) Database Security
8 9 (9.78%) Complex ETL
8 9 (9.78%) Data Modelling
8 9 (9.78%) Information Governance
9 8 (8.70%) Business Continuity
9 8 (8.70%) Data Analysis
10 7 (7.61%) Business Continuity Planning
10 7 (7.61%) Visualisation
11 6 (6.52%) Data Migration
11 6 (6.52%) Stakeholder Management
11 6 (6.52%) User Acceptance Testing
12 5 (5.43%) Continuous Improvement
12 5 (5.43%) Data Architecture
12 5 (5.43%) Data Security
Programming Languages
1 44 (47.83%) SQL
2 9 (9.78%) PL/SQL
3 6 (6.52%) T-SQL
4 4 (4.35%) C#
5 2 (2.17%) JavaScript
6 1 (1.09%) Data Analysis Expressions (DAX)
6 1 (1.09%) Java
6 1 (1.09%) VB
6 1 (1.09%) VB.NET
Qualifications
1 23 (25.00%) Security Cleared
2 20 (21.74%) SC Cleared
3 6 (6.52%) Degree
4 2 (2.17%) BPSS Clearance
4 2 (2.17%) Master's Degree
5 1 (1.09%) CCA
5 1 (1.09%) CESG Certified Professional
5 1 (1.09%) Citrix Certification
5 1 (1.09%) ITIL Certification
5 1 (1.09%) MCSA
5 1 (1.09%) MCSE
5 1 (1.09%) Microsoft Certification
5 1 (1.09%) PMP
5 1 (1.09%) Postgraduate
5 1 (1.09%) PRINCE2 Certification
Quality Assurance & Compliance
1 14 (15.22%) Data Quality
2 2 (2.17%) Disclosure Scotland
2 2 (2.17%) QA
3 1 (1.09%) GDPR
System Software
1 1 (1.09%) Active Directory
1 1 (1.09%) Hyper-V
1 1 (1.09%) Terminal Services
1 1 (1.09%) XenApp
1 1 (1.09%) XenDesktop
Systems Management
1 12 (13.04%) Oracle EDQ
2 10 (10.87%) Data Guard
2 10 (10.87%) Oracle RMAN
3 1 (1.09%) Failover Clustering
3 1 (1.09%) Systems Management Server (SMS)
Vendors
1 28 (30.43%) Oracle
2 26 (28.26%) Microsoft
3 15 (16.30%) Cognos
4 13 (14.13%) Tableau
5 9 (9.78%) SAP
6 3 (3.26%) IBM
6 3 (3.26%) Netezza
7 2 (2.17%) Citrix
7 2 (2.17%) Teradata
7 2 (2.17%) VMware
8 1 (1.09%) Cloudera
8 1 (1.09%) Dell
8 1 (1.09%) Salesforce.com