Period
to 15 December 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 15 December 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
15 Dec 2018
Same period 2017 Same period 2016
Rank 117 99 71
Rank change year-on-year -18 -28 -19
Contract jobs citing Data Warehouse 93 93 150
As % of all contract IT jobs advertised in the West Midlands 1.80% 1.92% 2.55%
As % of the Database & Business Intelligence category 9.54% 10.70% 13.16%
Number of daily rates quoted 52 59 92
West Midlands median daily rate £427 £450 £406
Median daily rate % change year-on-year -5.06% +10.77% +1.56%
10th Percentile £313 £293 £286
90th Percentile £534 £575 £538
England median daily rate £450 £450 £438
% change year-on-year - +2.86% +2.94%
Number of hourly rates quoted 2 3 0
West Midlands median hourly rate £10.41 £45.00 -
Median hourly rate % change year-on-year -76.88% - -
England median hourly rate £18.50 £27.00 £41.00
% change year-on-year -31.48% -34.15% +62.57%

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 975 869 1,140
As % of all contract IT jobs advertised in the West Midlands 18.92% 17.91% 19.36%
Number of daily rates quoted 590 556 689
West Midlands median daily rate £413 £400 £375
Median daily rate % change year-on-year +3.13% +6.67% -
10th Percentile £297 £263 £259
90th Percentile £550 £538 £538
England median daily rate £475 £463 £425
% change year-on-year +2.70% +8.82% +1.19%
Number of hourly rates quoted 18 23 24
West Midlands median hourly rate £25.75 £32.50 £17.56
Median hourly rate % change year-on-year -20.77% +85.08% -16.38%
10th Percentile £13.74 £20.85 £13.98
90th Percentile £61.19 £53.00 £23.70
England median hourly rate £32.50 £33.00 £28.00
% change year-on-year -1.52% +17.86% +2.30%

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 15 December 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 15 December 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 +4 26 £400 -11.11% 22
Warwickshire +24 16 £450 +12.50% 2
Shropshire - 12 £434 - 1
Coventry -10 10 £525 +31.25% 4
Solihull +5 5 £363 - 2
Wolverhampton 0 4 - -
Sutton Coldfield -2 3 £338 -29.69%
West Bromwich -3 1 - -
Dudley - 1 - -
Herefordshire - 1 £375 -
Data Warehouse
England

For the 6 months to 15 December 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 55 (59.14%) Business Intelligence
2 47 (50.54%) SQL
3 37 (39.78%) ETL
3 37 (39.78%) Agile Software Development
4 31 (33.33%) SQL Server
5 27 (29.03%) Migration
6 22 (23.66%) Power BI
7 21 (22.58%) Retail
8 20 (21.51%) Java
9 19 (20.43%) SQL Server Integration Services
10 18 (19.35%) RESTful
10 18 (19.35%) Amazon AWS
10 18 (19.35%) Analytics
10 18 (19.35%) Jenkins
11 17 (18.28%) SQL Server Reporting Services
12 16 (17.20%) Web Services
12 16 (17.20%) Microsoft Azure
13 15 (16.13%) NHS
13 15 (16.13%) Microsoft
14 14 (15.05%) SOAP
14 14 (15.05%) Finance
14 14 (15.05%) Visualisation
14 14 (15.05%) PMO
14 14 (15.05%) Problem-Solving
15 13 (13.98%) Google
15 13 (13.98%) SQL Server Analysis Services
15 13 (13.98%) Maven
15 13 (13.98%) T-SQL
16 12 (12.90%) SC Cleared
16 12 (12.90%) Security Cleared

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 6 (6.45%) Confluence
2 4 (4.30%) Tomcat
3 2 (2.15%) Apache
4 1 (1.08%) Apache ServiceMix
4 1 (1.08%) Apache Spark
4 1 (1.08%) NServiceBus
4 1 (1.08%) SharePoint
Applications
1 2 (2.15%) Microsoft Office
2 1 (1.08%) Microsoft Excel
2 1 (1.08%) Microsoft Project
Business Applications
1 1 (1.08%) Cognos Business Intelligence
1 1 (1.08%) Salesforce.com CRM
Cloud Services
1 18 (19.35%) Amazon AWS
2 16 (17.20%) Microsoft Azure
3 5 (5.38%) Amazon EC2
4 2 (2.15%) Azure Data Factory
5 1 (1.08%) Amazon ELB
5 1 (1.08%) Amazon S3
5 1 (1.08%) Google Analytics
5 1 (1.08%) Google Cloud Platform
5 1 (1.08%) Office 365
5 1 (1.08%) PaaS
5 1 (1.08%) Route 53
5 1 (1.08%) SaaS
Communications & Networking
1 1 (1.08%) DHCP
1 1 (1.08%) DNS
1 1 (1.08%) Fibre Channel
1 1 (1.08%) Firewall
1 1 (1.08%) Internet
1 1 (1.08%) SAN
Database & Business Intelligence
1 31 (33.33%) SQL Server
2 22 (23.66%) Power BI
3 19 (20.43%) SQL Server Integration Services
4 17 (18.28%) SQL Server Reporting Services
5 13 (13.98%) SQL Server Analysis Services
6 10 (10.75%) NoSQL
7 9 (9.68%) Big Data
7 9 (9.68%) Hadoop
8 5 (5.38%) MySQL
8 5 (5.38%) OLAP
8 5 (5.38%) Oracle Database
8 5 (5.38%) PostgreSQL
9 4 (4.30%) Pentaho
9 4 (4.30%) SQL Server 2012
10 3 (3.23%) Amazon Redshift
10 3 (3.23%) Data Mart
10 3 (3.23%) Microsoft Analysis Services
10 3 (3.23%) Oracle Database 12c
10 3 (3.23%) SQL Server 2014
10 3 (3.23%) SQL Server 2016
Development Applications
1 18 (19.35%) Jenkins
2 13 (13.98%) Maven
3 9 (9.68%) Ant
3 9 (9.68%) Apache Ivy
3 9 (9.68%) Gradle
4 8 (8.60%) Selenium
5 6 (6.45%) JIRA
6 5 (5.38%) Git (software)
6 5 (5.38%) WebDriver
7 4 (4.30%) Cucumber
7 4 (4.30%) DbUnit
7 4 (4.30%) JMeter
7 4 (4.30%) jMock
7 4 (4.30%) JUnit
7 4 (4.30%) Mockito
7 4 (4.30%) SoapUI
7 4 (4.30%) SonarQube
8 2 (2.15%) Team Foundation Server
9 1 (1.08%) SQL Server Management Studio (SSMS)
9 1 (1.08%) Visual Studio
General
1 21 (22.58%) Retail
2 14 (15.05%) Finance
3 5 (5.38%) Banking
4 1 (1.08%) Billing
4 1 (1.08%) Legal
4 1 (1.08%) Manufacturing
Job Titles
1 39 (41.94%) Developer
2 21 (22.58%) Analyst
3 16 (17.20%) Business Intelligence Developer
4 15 (16.13%) Architect
5 14 (15.05%) SQL Developer
6 9 (9.68%) Business Analyst
7 7 (7.53%) SQL BI Developer
7 7 (7.53%) SSIS Developer
8 6 (6.45%) AWS Architect
8 6 (6.45%) Data Warehouse Developer
8 6 (6.45%) Java Developer
8 6 (6.45%) Test Analyst
9 5 (5.38%) Cloud Architect
9 5 (5.38%) Data Analyst
9 5 (5.38%) Data Architect
9 5 (5.38%) SSRS Developer
10 4 (4.30%) Administrator
10 4 (4.30%) Business Intelligence Analyst
10 4 (4.30%) DBA
10 4 (4.30%) Power BI Developer
Libraries, Frameworks & Software Standards
1 18 (19.35%) RESTful
2 16 (17.20%) Web Services
3 14 (15.05%) SOAP
4 10 (10.75%) .NET
4 10 (10.75%) Java EE
5 9 (9.68%) JSON
5 9 (9.68%) XML
5 9 (9.68%) XSD
6 8 (8.60%) Spring
7 6 (6.45%) J2EE
8 5 (5.38%) Apache Camel
9 4 (4.30%) AngularJS
9 4 (4.30%) CSS
9 4 (4.30%) PowerMock
9 4 (4.30%) Spring Boot
10 3 (3.23%) MDX
11 2 (2.15%) Hibernate
11 2 (2.15%) JPA
12 1 (1.08%) Apache CXF
12 1 (1.08%) KnockoutJS
Miscellaneous
1 15 (16.13%) NHS
2 10 (10.75%) Analytical Skills
3 9 (9.68%) Enterprise Software
4 4 (4.30%) FMCG
5 2 (2.15%) Management Information System
6 1 (1.08%) Data Structures
6 1 (1.08%) Industry 4.0
6 1 (1.08%) Replication
6 1 (1.08%) Robotics
6 1 (1.08%) SCADA
6 1 (1.08%) User Experience
6 1 (1.08%) Video\Live Streaming
Operating Systems
1 6 (6.45%) Windows
2 1 (1.08%) Apple iOS
2 1 (1.08%) Linux
2 1 (1.08%) Solaris
2 1 (1.08%) Unix
2 1 (1.08%) Windows 7
2 1 (1.08%) Windows 8
2 1 (1.08%) Windows XP
Processes & Methodologies
1 55 (59.14%) Business Intelligence
2 37 (39.78%) Agile Software Development
2 37 (39.78%) ETL
3 27 (29.03%) Migration
4 18 (19.35%) Analytics
5 14 (15.05%) Problem-Solving
5 14 (15.05%) Visualisation
6 11 (11.83%) Data Architecture
6 11 (11.83%) DevOps
7 10 (10.75%) Data Migration
7 10 (10.75%) Data Modelling
7 10 (10.75%) Microservices
7 10 (10.75%) Scrum
7 10 (10.75%) Test Automation
8 9 (9.68%) Dependency Management
8 9 (9.68%) SOA
8 9 (9.68%) Software Architecture
9 8 (8.60%) Computer Science
9 8 (8.60%) Continuous Integration
9 8 (8.60%) Data Analysis
Programming Languages
1 47 (50.54%) SQL
2 20 (21.51%) Java
3 13 (13.98%) T-SQL
4 10 (10.75%) JavaScript
5 4 (4.30%) PL/SQL
6 3 (3.23%) Apex Code
6 3 (3.23%) Python
7 2 (2.15%) C#
8 1 (1.08%) C++
8 1 (1.08%) Korn
8 1 (1.08%) R
Qualifications
1 12 (12.90%) SC Cleared
1 12 (12.90%) Security Cleared
2 9 (9.68%) Degree
3 8 (8.60%) Computer Science Degree
4 1 (1.08%) AWS Certification
4 1 (1.08%) DBS Check
4 1 (1.08%) ISEB
Quality Assurance & Compliance
1 14 (15.05%) PMO
2 11 (11.83%) Data Quality
3 4 (4.30%) GDPR
4 3 (3.23%) QA
5 1 (1.08%) ISO/IEC 27001
System Software
1 5 (5.38%) VMware Infrastructure
2 4 (4.30%) Active Directory
2 4 (4.30%) vSphere
3 2 (2.15%) Docker
4 1 (1.08%) Hyper-V
4 1 (1.08%) NFS
4 1 (1.08%) Veritas Volume Manager
Systems Management
1 3 (3.23%) Data Guard
1 3 (3.23%) Oracle EDQ
1 3 (3.23%) Oracle RMAN
2 1 (1.08%) Oracle ZFS
2 1 (1.08%) Puppet
2 1 (1.08%) SCCM
2 1 (1.08%) Simpana
2 1 (1.08%) Terraform
Vendors
1 15 (16.13%) Microsoft
2 13 (13.98%) Google
3 9 (9.68%) Oracle
4 8 (8.60%) Cognos
5 7 (7.53%) Salesforce.com
6 6 (6.45%) VMware
7 5 (5.38%) Informatica
8 4 (4.30%) Tableau
9 2 (2.15%) Atlassian
10 1 (1.08%) CommVault
10 1 (1.08%) IBM
10 1 (1.08%) NetApp
10 1 (1.08%) Netezza
10 1 (1.08%) Red Hat
10 1 (1.08%) SAP
10 1 (1.08%) Sun
10 1 (1.08%) Talend
10 1 (1.08%) Veritas