Period
to 2 June 2020

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 2 June 2020 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
2 Jun 2020
Same period 2019 Same period 2018
Rank 38 57 63
Rank change year-on-year +19 +6 -6
Contract jobs citing Data Warehouse 26 32 45
As % of all contract jobs advertised in Birmingham 3.95% 2.47% 2.95%
As % of the Database & Business Intelligence category 16.35% 13.39% 13.39%
Number of daily rates quoted 13 20 34
Median daily rate £463 £400 £425
Median daily rate % change year-on-year +15.63% -5.88% +13.33%
10th Percentile £330 £294 £294
90th Percentile £585 £515 £500
West Midlands median daily rate £450 £450 £425
% change year-on-year - +5.88% +9.32%
Number of hourly rates quoted 3 1 0
Median hourly rate £35.00 £35.00 -
West Midlands median hourly rate £35.00 £35.00 -

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 159 239 336
As % of all contract IT jobs advertised in Birmingham 24.16% 18.43% 22.00%
Number of daily rates quoted 91 163 235
Median daily rate £450 £450 £410
Median daily rate % change year-on-year - +9.76% +5.81%
10th Percentile £313 £308 £305
90th Percentile £588 £575 £525
West Midlands median daily rate £450 £425 £413
% change year-on-year +5.88% +3.03% +6.45%
Number of hourly rates quoted 17 7 1
Median hourly rate £35.00 £20.00 £22.00
Median hourly rate % change year-on-year +75.00% -9.09% +39.68%
Median hourly rate £35.00 £20.00 £23.50
% change year-on-year +75.00% -14.89% -6.00%

Data Warehouse
Job Vacancy Trend in Birmingham

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

Job vacancy trend for Data Warehouse in Birmingham

Data Warehouse
Contractor Daily Rate Trend in Birmingham

3-month moving average daily rate quoted in jobs citing Data Warehouse in Birmingham.

Daily rate trend for Data Warehouse in Birmingham

Data Warehouse
Daily Rate Histogram in Birmingham

Daily rate distribution for jobs citing Data Warehouse in Birmingham over the 6 months to 2 June 2020.

Daily rate histogram for Data Warehouse in Birmingham

Data Warehouse
Contractor Hourly Rate Trend in Birmingham

3-month moving average hourly rates quoted in jobs citing Data Warehouse in Birmingham.

Hourly rate trend for Data Warehouse in Birmingham

For the 6 months to 2 June 2020, 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 20 (76.92%) Business Intelligence
2 16 (61.54%) SQL Server
3 14 (53.85%) SQL
3 14 (53.85%) Microsoft
4 13 (50.00%) ETL
5 11 (42.31%) SQL Server Integration Services
5 11 (42.31%) Azure
6 10 (38.46%) Power BI
6 10 (38.46%) Power Platform
7 9 (34.62%) SQL Server Analysis Services
7 9 (34.62%) Agile Software Development
8 8 (30.77%) SQL Server Reporting Services
9 7 (26.92%) Data Modelling
10 6 (23.08%) T-SQL
10 6 (23.08%) C#
10 6 (23.08%) JSON
10 6 (23.08%) Migration
10 6 (23.08%) PaaS
10 6 (23.08%) PowerShell
11 5 (19.23%) Data Migration
11 5 (19.23%) Tableau
11 5 (19.23%) Finance
11 5 (19.23%) Web Services
11 5 (19.23%) XML
11 5 (19.23%) Product Backlog
12 4 (15.38%) Azure Data Factory
12 4 (15.38%) .NET
12 4 (15.38%) Oracle
12 4 (15.38%) Analytics
13 3 (11.54%) Master Data Management

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:

Cloud Services
1 11 (42.31%) Azure
2 10 (38.46%) Power Platform
3 6 (23.08%) PaaS
4 4 (15.38%) Azure Data Factory
5 3 (11.54%) Dynamics 365
5 3 (11.54%) Logic Apps
6 2 (7.69%) Amazon S3
6 2 (7.69%) AWS
6 2 (7.69%) IaaS
6 2 (7.69%) SaaS
7 1 (3.85%) Cloud Computing
7 1 (3.85%) PowerApps
7 1 (3.85%) Serverless
Communications & Networking
1 1 (3.85%) Firewall
1 1 (3.85%) Network Security
1 1 (3.85%) Reverse Proxy
1 1 (3.85%) VPN
Database & Business Intelligence
1 16 (61.54%) SQL Server
2 11 (42.31%) SQL Server Integration Services
3 10 (38.46%) Power BI
4 9 (34.62%) SQL Server Analysis Services
5 8 (30.77%) SQL Server Reporting Services
6 3 (11.54%) Azure SQL Database
6 3 (11.54%) Big Data
6 3 (11.54%) Data Lake
6 3 (11.54%) Data Mining
6 3 (11.54%) Microsoft Analysis Services
6 3 (11.54%) Oracle Database
6 3 (11.54%) SQL Server 2014
7 2 (7.69%) Snowflake Schema
7 2 (7.69%) SQL Server 2017
8 1 (3.85%) BusinessObjects
8 1 (3.85%) BusinessObjects Web Intelligence
8 1 (3.85%) BusinessObjects XI
8 1 (3.85%) Oracle Database 11g
8 1 (3.85%) PostgreSQL
8 1 (3.85%) QlikView
Development Applications
1 2 (7.69%) Visual Studio Team System
2 1 (3.85%) JIRA
2 1 (3.85%) SQL Server Management Studio (SSMS)
2 1 (3.85%) Team Foundation Server
2 1 (3.85%) Visual Studio
General
1 5 (19.23%) Finance
2 3 (11.54%) Public Sector
2 3 (11.54%) Retail
3 1 (3.85%) Law
3 1 (3.85%) Legal
Job Titles
1 14 (53.85%) Developer
2 9 (34.62%) Business Intelligence Developer
3 5 (19.23%) Architect
4 4 (15.38%) Data Architect
4 4 (15.38%) SQL Developer
5 3 (11.54%) DevOps Engineer
5 3 (11.54%) Power BI Developer
5 3 (11.54%) Project Manager
6 2 (7.69%) Azure Engineer
6 2 (7.69%) ETL Developer
6 2 (7.69%) Lead DevOps
6 2 (7.69%) Lead DevOps Engineer
6 2 (7.69%) SQL BI Developer
7 1 (3.85%) Oracle Production DBA
7 1 (3.85%) Oracle SQL Server DBA
7 1 (3.85%) Production DBA
7 1 (3.85%) SQL Server Production DBA
7 1 (3.85%) SSAS Developer
7 1 (3.85%) SSIS Developer
7 1 (3.85%) SSRS Developer
Libraries, Frameworks & Software Standards
1 6 (23.08%) JSON
2 5 (19.23%) Web Services
2 5 (19.23%) XML
3 4 (15.38%) .NET
4 1 (3.85%) .NET Core
4 1 (3.85%) .NET Framework
4 1 (3.85%) CSS
4 1 (3.85%) HTML
4 1 (3.85%) jQuery
4 1 (3.85%) MDX
4 1 (3.85%) RESTful
4 1 (3.85%) SOAP
Miscellaneous
1 3 (11.54%) Analytical Skills
1 3 (11.54%) Data Centre
2 2 (7.69%) Algorithms
2 2 (7.69%) Greenfield Project
Operating Systems
1 1 (3.85%) Windows
Processes & Methodologies
1 20 (76.92%) Business Intelligence
2 13 (50.00%) ETL
3 9 (34.62%) Agile Software Development
4 7 (26.92%) Data Modelling
5 6 (23.08%) Migration
6 5 (19.23%) Data Migration
6 5 (19.23%) Product Backlog
7 4 (15.38%) Analytics
8 3 (11.54%) Architectural Design
8 3 (11.54%) Backlog Refinement
8 3 (11.54%) Case Management
8 3 (11.54%) Data Analysis
8 3 (11.54%) Data Architecture
8 3 (11.54%) Data Integration
8 3 (11.54%) DevOps
8 3 (11.54%) IT Strategy
8 3 (11.54%) Master Data Management
8 3 (11.54%) Microservices
8 3 (11.54%) Secure Coding
8 3 (11.54%) Systems Engineering
Programming Languages
1 14 (53.85%) SQL
2 6 (23.08%) C#
2 6 (23.08%) PowerShell
2 6 (23.08%) T-SQL
3 3 (11.54%) Python
4 2 (7.69%) Data Analysis Expressions (DAX)
4 2 (7.69%) Java
5 1 (3.85%) JavaScript
5 1 (3.85%) PL/SQL
5 1 (3.85%) VB
Qualifications
1 2 (7.69%) SC Cleared
1 2 (7.69%) Security Cleared
2 1 (3.85%) Degree
2 1 (3.85%) PRINCE2 Certification
Quality Assurance & Compliance
1 3 (11.54%) GDPR
2 1 (3.85%) Data Quality
System Software
1 1 (3.85%) Virtual Desktop
1 1 (3.85%) Virtual Machines
Systems Management
1 1 (3.85%) Data Guard
Vendors
1 14 (53.85%) Microsoft
2 5 (19.23%) Tableau
3 4 (15.38%) Oracle
4 3 (11.54%) Databricks
5 1 (3.85%) RedGate
5 1 (3.85%) SAP