Period
to 21 April 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 21 April 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
21 Apr 2018
Same period 2017 Same period 2016
Rank 76 73 60
Rank change year-on-year -3 -13 +7
Contract jobs citing Data Warehouse 117 117 162
As % of all contract IT jobs advertised in the West Midlands 2.45% 2.52% 3.06%
As % of the Database & Business Intelligence category 13.21% 12.89% 12.69%
Number of daily rates quoted 79 66 101
West Midlands median daily rate £425 £400 £400
Median daily rate % change year-on-year +6.25% - +6.67%
10th Percentile £280 £310 £280
90th Percentile £525 £525 £501
England median daily rate £450 £438 £425
% change year-on-year +2.86% +2.94% -
Number of hourly rates quoted 0 0 0
West Midlands median hourly rate - - -
England median hourly rate £26.60 £38.75 £26.46
% change year-on-year -31.37% +46.43% -33.01%

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 886 908 1,277
As % of all contract IT jobs advertised in the West Midlands 18.58% 19.58% 24.14%
Number of daily rates quoted 571 551 739
West Midlands median daily rate £425 £388 £400
Median daily rate % change year-on-year +9.68% -3.13% +11.89%
10th Percentile £275 £250 £275
90th Percentile £540 £525 £506
England median daily rate £475 £450 £425
% change year-on-year +5.56% +5.88% +6.25%
Number of hourly rates quoted 13 11 31
West Midlands median hourly rate £32.50 £18.39 £20.00
Median hourly rate % change year-on-year +76.73% -8.05% -20.00%
10th Percentile £18.37 £15.00 £15.50
90th Percentile £48.75 £29.50 £27.50
England median hourly rate £32.50 £29.00 £26.00
% change year-on-year +12.07% +11.54% -13.33%

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 21 April 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 21 April 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 -13 40 £425 +13.33% 8
Coventry -5 17 £463 +8.82% 4
Warwickshire +1 15 £500 +21.21% 1
Solihull +1 5 - -
Staffordshire +3 4 £363 -1.69% 7
Shropshire -16 4 £438 +6.06% 1
Wolverhampton -1 3 £460 +31.43%
Sutton Coldfield - 3 £500 - 2
West Bromwich +9 1 £413 +15.38%
Herefordshire - 1 - - 1
Worcestershire - 1 - - 3
Data Warehouse
England

For the 6 months to 21 April 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 68 (58.12%) Business Intelligence
2 57 (48.72%) SQL Server
3 45 (38.46%) SQL
4 41 (35.04%) ETL
5 40 (34.19%) SQL Server Reporting Services
6 36 (30.77%) SQL Server Integration Services
7 35 (29.91%) SQL Server Analysis Services
8 33 (28.21%) Microsoft
9 27 (23.08%) Agile Software Development
9 27 (23.08%) Analytics
10 24 (20.51%) Finance
11 22 (18.80%) T-SQL
12 18 (15.38%) Data Modelling
12 18 (15.38%) Migration
12 18 (15.38%) Power BI
12 18 (15.38%) SQL Server 2016
13 17 (14.53%) Microsoft Azure
14 15 (12.82%) Analytical Skills
15 13 (11.11%) Oracle
15 13 (11.11%) Retail
16 12 (10.26%) SQL Server 2008
17 11 (9.40%) Stakeholder Management
17 11 (9.40%) .NET
17 11 (9.40%) Cognos
17 11 (9.40%) Data Migration
17 11 (9.40%) Data Management
17 11 (9.40%) SQL Server 2012
18 10 (8.55%) TDD
18 10 (8.55%) C#
18 10 (8.55%) HTML

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 2 (1.71%) Oracle Workflow
1 2 (1.71%) SAS
1 2 (1.71%) SharePoint
2 1 (0.85%) Apache Spark
2 1 (0.85%) MS Exchange
2 1 (0.85%) NetWeaver
Applications
1 3 (2.56%) Microsoft Excel
Business Applications
1 2 (1.71%) Dynamics NAV
2 1 (0.85%) Oracle Applications
2 1 (0.85%) Salesforce.com CRM
2 1 (0.85%) SAP SEM
Cloud Services
1 17 (14.53%) Microsoft Azure
2 7 (5.98%) Amazon AWS
3 3 (2.56%) Amazon EC2
3 3 (2.56%) Azure Data Factory
4 2 (1.71%) Dynamics 365
4 2 (1.71%) Google Cloud Platform
4 2 (1.71%) IaaS
4 2 (1.71%) PaaS
4 2 (1.71%) SaaS
5 1 (0.85%) Bluemix
5 1 (0.85%) Cortana Intelligence Suite
5 1 (0.85%) Data Lake Analytics
5 1 (0.85%) IBM Cloud
Communications & Networking
1 2 (1.71%) DNS
2 1 (0.85%) DHCP
2 1 (0.85%) HTTP
2 1 (0.85%) Internet
2 1 (0.85%) SAN
2 1 (0.85%) SMS
2 1 (0.85%) TCP/IP
Database & Business Intelligence
1 57 (48.72%) SQL Server
2 40 (34.19%) SQL Server Reporting Services
3 36 (30.77%) SQL Server Integration Services
4 35 (29.91%) SQL Server Analysis Services
5 18 (15.38%) Power BI
5 18 (15.38%) SQL Server 2016
6 12 (10.26%) SQL Server 2008
7 11 (9.40%) SQL Server 2012
8 8 (6.84%) Data Lake
8 8 (6.84%) QlikView
9 7 (5.98%) Big Data
9 7 (5.98%) OLAP
10 6 (5.13%) SQL Server 2014
11 5 (4.27%) Hadoop
11 5 (4.27%) Star Schema
12 4 (3.42%) DataStage
12 4 (3.42%) Enterprise Data Warehouse
12 4 (3.42%) Qlik Sense
12 4 (3.42%) Snowflake Schema
13 3 (2.56%) OLAP Cube
Development Applications
1 3 (2.56%) DbUnit
1 3 (2.56%) Git (software)
1 3 (2.56%) Jenkins
1 3 (2.56%) jMock
1 3 (2.56%) JUnit
1 3 (2.56%) Maven
1 3 (2.56%) Mockito
1 3 (2.56%) SonarQube
1 3 (2.56%) Team Foundation Server
2 1 (0.85%) Oracle Forms
2 1 (0.85%) Selenium
2 1 (0.85%) Toad
2 1 (0.85%) WebDriver
General
1 24 (20.51%) Finance
2 13 (11.11%) Retail
3 5 (4.27%) Marketing
4 3 (2.56%) Automotive
5 2 (1.71%) Advertising
5 2 (1.71%) Banking
5 2 (1.71%) Law
6 1 (0.85%) Manufacturing
6 1 (0.85%) Publishing
Job Titles
1 58 (49.57%) Developer
2 17 (14.53%) Business Intelligence Developer
3 14 (11.97%) Analyst
3 14 (11.97%) SQL Developer
4 12 (10.26%) Consultant
5 11 (9.40%) Architect
6 9 (7.69%) Project Manager
6 9 (7.69%) SSIS Developer
7 8 (6.84%) Data Warehouse Developer
7 8 (6.84%) Oracle Developer
8 7 (5.98%) SSAS Developer
8 7 (5.98%) SSRS Developer
9 6 (5.13%) Business Intelligence Consultant
9 6 (5.13%) C# Developer
9 6 (5.13%) Test Analyst
10 5 (4.27%) Azure Architect
10 5 (4.27%) Business Intelligence Analyst
10 5 (4.27%) Java Developer
11 4 (3.42%) SQL BI Developer
11 4 (3.42%) T-SQL Developer
Libraries, Frameworks & Software Standards
1 11 (9.40%) .NET
2 10 (8.55%) HTML
3 9 (7.69%) Ajax
3 9 (7.69%) CSS
3 9 (7.69%) jQuery
3 9 (7.69%) MDX
4 7 (5.98%) .NET Framework
4 7 (5.98%) ASP.NET
4 7 (5.98%) Classic ASP
4 7 (5.98%) Entity Framework
4 7 (5.98%) RESTful
4 7 (5.98%) Web Services
5 5 (4.27%) J2EE
6 4 (3.42%) XML
7 3 (2.56%) Apache Camel
7 3 (2.56%) JSON
7 3 (2.56%) PowerMock
7 3 (2.56%) SOAP
7 3 (2.56%) Spring
7 3 (2.56%) Spring Boot
Miscellaneous
1 15 (12.82%) Analytical Skills
2 7 (5.98%) NHS
3 5 (4.27%) Self-Motivation
4 3 (2.56%) Data Protection Act
4 3 (2.56%) Greenfield Project
4 3 (2.56%) Management Information System
5 2 (1.71%) CCTV
5 2 (1.71%) Computer Science
5 2 (1.71%) Freedom of Information
5 2 (1.71%) Freedom of Information Act
5 2 (1.71%) Private Cloud
5 2 (1.71%) Public Cloud
5 2 (1.71%) User Experience
6 1 (0.85%) Analytical Mindset
6 1 (0.85%) Clustering
6 1 (0.85%) Data Structures
6 1 (0.85%) Replication
Operating Systems
1 4 (3.42%) Windows
2 2 (1.71%) Windows Server
3 1 (0.85%) Windows 7
3 1 (0.85%) Windows XP
Processes & Methodologies
1 68 (58.12%) Business Intelligence
2 41 (35.04%) ETL
3 27 (23.08%) Agile Software Development
3 27 (23.08%) Analytics
4 18 (15.38%) Data Modelling
4 18 (15.38%) Migration
5 11 (9.40%) Data Management
5 11 (9.40%) Data Migration
5 11 (9.40%) Stakeholder Management
6 10 (8.55%) TDD
7 9 (7.69%) Data Analytics
7 9 (7.69%) ETL Development
7 9 (7.69%) Kimball Methodology
7 9 (7.69%) Visualisation
8 7 (5.98%) Data Architecture
8 7 (5.98%) Data Integration
8 7 (5.98%) Logistics
8 7 (5.98%) OO
8 7 (5.98%) Open Source
9 6 (5.13%) Scrum
Programming Languages
1 45 (38.46%) SQL
2 22 (18.80%) T-SQL
3 10 (8.55%) C#
4 9 (7.69%) Java
5 8 (6.84%) PL/SQL
6 7 (5.98%) VB.NET
7 3 (2.56%) JavaScript
8 2 (1.71%) Shell Script
9 1 (0.85%) Python
Qualifications
1 9 (7.69%) SC Cleared
1 9 (7.69%) Security Cleared
2 3 (2.56%) Degree
3 2 (1.71%) ISEB
3 2 (1.71%) PRINCE2 Certification
4 1 (0.85%) CISA
4 1 (0.85%) CISM
4 1 (0.85%) CISMP
4 1 (0.85%) CISSP
4 1 (0.85%) Computer Science Degree
4 1 (0.85%) DBS Check
4 1 (0.85%) ECSA
4 1 (0.85%) ISSAP
4 1 (0.85%) ISSMP
4 1 (0.85%) ITIL Certification
Quality Assurance & Compliance
1 8 (6.84%) Data Quality
2 6 (5.13%) GDPR
2 6 (5.13%) PMO
3 1 (0.85%) Disclosure Scotland
3 1 (0.85%) ISO/IEC 27001
3 1 (0.85%) PCI DSS
3 1 (0.85%) QA
System Software
1 3 (2.56%) VMware Infrastructure
1 3 (2.56%) vSphere
2 2 (1.71%) Docker
3 1 (0.85%) Active Directory
Vendors
1 33 (28.21%) Microsoft
2 13 (11.11%) Oracle
3 11 (9.40%) Cognos
4 8 (6.84%) SAP
5 7 (5.98%) Tableau
6 5 (4.27%) Cloudera
6 5 (4.27%) Salesforce.com
7 4 (3.42%) JDA
7 4 (3.42%) RedPrairie
7 4 (3.42%) VMware
8 2 (1.71%) Google
9 1 (0.85%) Alteryx
9 1 (0.85%) Capita
9 1 (0.85%) Citrix
9 1 (0.85%) Informatica
9 1 (0.85%) MapR
9 1 (0.85%) MuleSoft
9 1 (0.85%) RedGate
9 1 (0.85%) Teradata