Period
to 21 September 2019

The following table provides summary statistics for contract job vacancies advertised in Birmingham 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 September 2019 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
West Midlands > Birmingham
6 months to
21 Sep 2019
Same period 2018 Same period 2017
Rank 44 63 70
Rank change year-on-year +19 +7 -5
Contract jobs citing Data Warehouse 55 39 25
As % of all contract IT jobs advertised in Birmingham 4.04% 2.65% 1.76%
As % of the Database & Business Intelligence category 16.98% 13.45% 9.19%
Number of daily rates quoted 33 29 17
Birmingham median daily rate £400 £425 £400
Median daily rate % change year-on-year -5.88% +6.25% -1.54%
10th Percentile £245 £294 £331
90th Percentile £535 £575 £645
West Midlands median daily rate £450 £438 £450
% change year-on-year +2.86% -2.78% +11.11%
Number of hourly rates quoted 3 0 0
Birmingham median hourly rate £12.50 - -
West Midlands median hourly rate £12.50 £10.41 £40.00
% change year-on-year +20.13% -73.99% -

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 Birmingham with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Birmingham
Contract vacancies with a requirement for database or business intelligence skills 324 290 272
As % of all contract IT jobs advertised in Birmingham 23.81% 19.70% 19.17%
Number of daily rates quoted 217 208 182
Birmingham median daily rate £450 £400 £375
Median daily rate % change year-on-year +12.50% +6.67% -6.25%
10th Percentile £287 £293 £263
90th Percentile £597 £529 £500
West Midlands median daily rate £425 £400 £375
% change year-on-year +6.25% +6.67% -5.18%
Number of hourly rates quoted 7 3 2
Birmingham median hourly rate £20.00 £22.00 £26.00
Median hourly rate % change year-on-year -9.09% -15.38% +36.84%
10th Percentile £11.90 £21.00 £18.35
90th Percentile £35.00 £23.00 £33.25
West Midlands median hourly rate £20.00 £21.00 £30.25
% change year-on-year -4.76% -30.58% +47.56%

Data Warehouse
Job Vacancy Trend in Birmingham

Job postings citing Data Warehouse as a percentage of all IT jobs advertised in Birmingham.

Job vacancy trend for Data Warehouse in Birmingham

Data Warehouse
Contractor Daily Rate Trend in Birmingham

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Data Warehouse in Birmingham.

Contractor daily rate trend for Data Warehouse in Birmingham

Data Warehouse
Contractor Daily Rate Histogram in Birmingham

The daily rate distribution of IT jobs citing Data Warehouse in Birmingham over the 6 months to 21 September 2019.

Contractor daily rate histogram for Data Warehouse in Birmingham

Data Warehouse
Contractor Hourly Rate Trend in Birmingham

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing Data Warehouse in Birmingham.

Contractor hourly rate trend for Data Warehouse in Birmingham

Data Warehouse
Contractor Hourly Rate Histogram in Birmingham

The hourly rate distribution of IT jobs citing Data Warehouse in Birmingham over the 6 months to 21 September 2019.

Contractor hourly rate histogram for Data Warehouse in Birmingham

For the 6 months to 21 September 2019, 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 Birmingham region with a requirement for Data Warehouse.

1 37 (67.27%) Business Intelligence
2 25 (45.45%) SQL Server
3 24 (43.64%) Microsoft
4 22 (40.00%) SQL
4 22 (40.00%) Power Platform
5 21 (38.18%) SQL Server Analysis Services
5 21 (38.18%) Power BI
6 19 (34.55%) Azure
7 18 (32.73%) SQL Server Reporting Services
8 17 (30.91%) Agile Software Development
9 14 (25.45%) Migration
9 14 (25.45%) Analytics
9 14 (25.45%) Data Lake
10 13 (23.64%) Finance
10 13 (23.64%) ETL
11 12 (21.82%) Web Services
11 12 (21.82%) Microsoft Analysis Services
11 12 (21.82%) SQL Server 2017
12 11 (20.00%) Public Sector
12 11 (20.00%) SQL Server Integration Services
12 11 (20.00%) Azure Data Factory
13 10 (18.18%) Microservices
13 10 (18.18%) DevOps
13 10 (18.18%) Big Data
13 10 (18.18%) Kanban
13 10 (18.18%) Data Migration
13 10 (18.18%) PowerShell
13 10 (18.18%) Scrum
14 9 (16.36%) T-SQL
14 9 (16.36%) SOA

Data Warehouse
Co-occurring IT Skills in Birmingham 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 (10.91%) SharePoint
2 4 (7.27%) SAS
3 1 (1.82%) Confluence
Applications
1 1 (1.82%) GIMP
1 1 (1.82%) Photoshop
Business Applications
1 3 (5.45%) Dynamics CRM
2 1 (1.82%) Cognos TM1
2 1 (1.82%) Sparx Enterprise Architect
Cloud Services
1 22 (40.00%) Power Platform
2 19 (34.55%) Azure
3 11 (20.00%) Azure Data Factory
4 5 (9.09%) PaaS
5 4 (7.27%) Office 365
5 4 (7.27%) PowerApps
6 3 (5.45%) Azure Active Directory
6 3 (5.45%) Dynamics 365
6 3 (5.45%) IaaS
6 3 (5.45%) Mimecast
6 3 (5.45%) OneDrive
7 2 (3.64%) AWS
7 2 (3.64%) SaaS
Communications & Networking
1 3 (5.45%) Cisco ASA
1 3 (5.45%) Cisco IOS
1 3 (5.45%) DHCP
1 3 (5.45%) Skype
1 3 (5.45%) VLAN
1 3 (5.45%) VPN
1 3 (5.45%) WAN
2 1 (1.82%) Wi-Fi
2 1 (1.82%) Wireless
Database & Business Intelligence
1 25 (45.45%) SQL Server
2 21 (38.18%) Power BI
2 21 (38.18%) SQL Server Analysis Services
3 18 (32.73%) SQL Server Reporting Services
4 14 (25.45%) Data Lake
5 12 (21.82%) Microsoft Analysis Services
5 12 (21.82%) SQL Server 2017
6 11 (20.00%) SQL Server Integration Services
7 10 (18.18%) Big Data
8 9 (16.36%) SQL Server 2014
9 7 (12.73%) OLAP
9 7 (12.73%) Relational Database
10 6 (10.91%) Azure SQL Data Warehouse
11 5 (9.09%) OLAP Cube
12 3 (5.45%) Crystal Reports
13 2 (3.64%) Azure SQL Database
14 1 (1.82%) Amazon Redshift
14 1 (1.82%) BusinessObjects
14 1 (1.82%) DataStage
14 1 (1.82%) RDBMS
Development Applications
1 9 (16.36%) Visual Studio Team System
2 3 (5.45%) Team Foundation Server
3 2 (3.64%) JIRA
3 2 (3.64%) Visual Studio
4 1 (1.82%) ERwin
4 1 (1.82%) Git (software)
4 1 (1.82%) Grunt
4 1 (1.82%) gulp
4 1 (1.82%) Vagrant
4 1 (1.82%) webpack
General
1 13 (23.64%) Finance
2 11 (20.00%) Public Sector
3 5 (9.09%) Retail
4 3 (5.45%) Legal
5 1 (1.82%) Automotive
Job Titles
1 15 (27.27%) Developer
2 9 (16.36%) DevOps Engineer
3 7 (12.73%) Analyst
4 6 (10.91%) Business Intelligence Developer
5 4 (7.27%) Consultant
5 4 (7.27%) Data Manager
5 4 (7.27%) SQL Developer
5 4 (7.27%) SSRS Developer
6 3 (5.45%) Administrator
6 3 (5.45%) Azure DevOps
6 3 (5.45%) Azure DevOps Engineer
6 3 (5.45%) Azure Engineer
6 3 (5.45%) Data Warehouse Manager
6 3 (5.45%) DBA
6 3 (5.45%) Infrastructure Engineer
6 3 (5.45%) Lead DevOps
6 3 (5.45%) Lead DevOps Engineer
6 3 (5.45%) Power BI Developer
6 3 (5.45%) Report Analyst
6 3 (5.45%) SQL DBA
Libraries, Frameworks & Software Standards
1 12 (21.82%) Web Services
2 8 (14.55%) JSON
3 7 (12.73%) XML
4 4 (7.27%) MDX
5 1 (1.82%) .NET
5 1 (1.82%) Angular 2
5 1 (1.82%) AngularJS
5 1 (1.82%) CSS
5 1 (1.82%) CSS3
5 1 (1.82%) HTML
5 1 (1.82%) HTML5
5 1 (1.82%) J2EE
5 1 (1.82%) Java EE
5 1 (1.82%) LESS
5 1 (1.82%) REST
5 1 (1.82%) RESTful
5 1 (1.82%) Sass
5 1 (1.82%) Spring
Miscellaneous
1 6 (10.91%) NHS
2 5 (9.09%) Analytical Skills
3 3 (5.45%) Tandem
3 3 (5.45%) Video Conferencing
4 2 (3.64%) Driving Licence
4 2 (3.64%) Hybrid Cloud
5 1 (1.82%) Algorithms
5 1 (1.82%) Clustering
5 1 (1.82%) Data Structures
5 1 (1.82%) Derivative
5 1 (1.82%) Fixed Income
5 1 (1.82%) Self-Motivation
5 1 (1.82%) User Experience
Operating Systems
1 6 (10.91%) Windows
2 4 (7.27%) Windows 10
3 1 (1.82%) Apple iOS
3 1 (1.82%) Windows 7
3 1 (1.82%) Windows Server
Processes & Methodologies
1 37 (67.27%) Business Intelligence
2 17 (30.91%) Agile Software Development
3 14 (25.45%) Analytics
3 14 (25.45%) Migration
4 13 (23.64%) ETL
5 10 (18.18%) Data Migration
5 10 (18.18%) DevOps
5 10 (18.18%) Kanban
5 10 (18.18%) Microservices
5 10 (18.18%) Scrum
6 9 (16.36%) Continuous Delivery
6 9 (16.36%) Deployment Automation
6 9 (16.36%) Service Design
6 9 (16.36%) SOA
6 9 (16.36%) Test Automation
7 7 (12.73%) Data Analytics
7 7 (12.73%) Data Integration
7 7 (12.73%) OWASP
7 7 (12.73%) Secure Coding
8 5 (9.09%) Kimball Methodology
Programming Languages
1 22 (40.00%) SQL
2 10 (18.18%) PowerShell
3 9 (16.36%) T-SQL
4 8 (14.55%) C#
5 2 (3.64%) Java
5 2 (3.64%) VBA
6 1 (1.82%) Data Analysis Expressions (DAX)
6 1 (1.82%) PL/SQL
6 1 (1.82%) Python
6 1 (1.82%) TypeScript
Qualifications
1 5 (9.09%) SC Cleared
1 5 (9.09%) Security Cleared
2 1 (1.82%) DBS Check
2 1 (1.82%) TOGAF Certification
Quality Assurance & Compliance
1 4 (7.27%) Data Quality
1 4 (7.27%) PMO
1 4 (7.27%) SLA
2 3 (5.45%) GDPR
System Software
1 6 (10.91%) Active Directory
2 4 (7.27%) VMware Infrastructure
3 1 (1.82%) Docker
Systems Management
1 4 (7.27%) SCCM
2 3 (5.45%) FortiGate
2 3 (5.45%) Microsoft Intune
2 3 (5.45%) Single Sign-On
2 3 (5.45%) Terraform
Vendors
1 24 (43.64%) Microsoft
2 9 (16.36%) Databricks
2 9 (16.36%) Tableau
3 4 (7.27%) VMware
4 3 (5.45%) Aerohive Networks
4 3 (5.45%) Apple
4 3 (5.45%) Cisco
4 3 (5.45%) Darktrace
4 3 (5.45%) Juniper
4 3 (5.45%) Meraki
4 3 (5.45%) Polycom
4 3 (5.45%) Splunk
4 3 (5.45%) Zscaler
5 2 (3.64%) Cognos
5 2 (3.64%) Oracle
6 1 (1.82%) Google
6 1 (1.82%) IBM
6 1 (1.82%) MuleSoft
6 1 (1.82%) Netezza
6 1 (1.82%) SAP