The following table provides summary statistics for contract job vacancies advertised in Cambridgeshire 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 3 months to 29 March 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
East of England / Cambridgeshire
3 months to
29 Mar 2017
Same period 2016 Same period 2015
Rank 50 42 59
Rank change year-on-year -8 +17  
Contract jobs citing Data Warehouse 8 19 6
As % of all contract IT jobs advertised in Cambridgeshire 1.48% 3.01% 0.90%
As % of the Database & Business Intelligence category 9.52% 17.43% 6.25%
Number of daily rates quoted 6 12 6
Median daily rate £494 £495 £400
Median daily rate % change year-on-year -0.25% +23.75%  
90% offered a daily rate of more than £350 £401 £388
10% offered a daily rate of more than £505 £530 £488
UK excluding London median daily rate £400 £415 £400
% change year-on-year -3.61% +3.75%  
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £35.00 £43.00 £34.00
% change year-on-year -18.60% +26.47%  

Data Warehouse is in the database and business intelligence skills category. The next table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Cambridgeshire with a requirement for database and business intelligence skills.

Contract Database & Business Intelligence Skills
Cambridgeshire
Contract job vacancies with a requirement for database and business intelligence skills 84 109 96
As % of all contract IT job vacancies advertised in Cambridgeshire 15.56% 17.25% 14.39%
Number of daily rates quoted 60 72 62
Median daily rate £413 £400 £350
Median daily rate % change year-on-year +3.12% +14.28%  
90% offered a daily rate of more than £216 £275 £210
10% offered a daily rate of more than £510 £500 £525
UK excluding London median daily rate £400 £388 £375
% change year-on-year +3.22% +3.33%  
Number of hourly rates quoted 0 1 4
Median hourly rate - £19.00 £21.00
Median hourly rate % change year-on-year - -9.52%  
UK excluding London median hourly rate £34.24 £32.50 £32.50
% change year-on-year +5.35% -  

Data Warehouse
Job Vacancy Trend in Cambridgeshire

The job posting trend of jobs advertised in Cambridgeshire citing Data Warehouse as a proportion of all contract or permanent IT jobs with a match in the Database & Business Intelligence category.

Job vacancy trend for Data Warehouse in Cambridgeshire

Data Warehouse
Contractor Daily Rate Trend in Cambridgeshire

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

Contractor daily rate trend for Data Warehouse in Cambridgeshire

Data Warehouse
Contractor Daily Rate Histogram in Cambridgeshire

The daily rate distribution of IT jobs citing Data Warehouse in Cambridgeshire over the 3 months to 29 March 2017.

Contractor daily rate histogram for Data Warehouse in Cambridgeshire

Data Warehouse
Contractor Hourly Rate Trend in Cambridgeshire

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

Contractor hourly rate trend for Data Warehouse in Cambridgeshire

Data Warehouse
Contract Job Locations in Cambridgeshire

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 Cambridgeshire region over the 3 months to 29 March 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Cambridge +4 4 £500 +21.21% 5
Peterborough +1 2 £300 -11.11%
March - 1 £400 -
Data Warehouse
East of England

For the 6 months to 29 March 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 Cambridgeshire region with a requirement for Data Warehouse.

1 13 (61.90%) Business Intelligence
2 12 (57.14%) ETL
3 11 (52.38%) Talend Open Studio
3 11 (52.38%) Talend
4 10 (47.62%) SQL
5 8 (38.10%) Analytics
5 8 (38.10%) Big Data
6 7 (33.33%) Cloud Computing
6 7 (33.33%) Data Integration
7 6 (28.57%) Open Source
7 6 (28.57%) ETL Development
7 6 (28.57%) Finance
7 6 (28.57%) JIRA
8 5 (23.81%) Agile Software Development
8 5 (23.81%) SQL Server
8 5 (23.81%) Microsoft
9 4 (19.05%) ERP
9 4 (19.05%) SQL Server Reporting Services
9 4 (19.05%) SQL Server Integration Services
9 4 (19.05%) Dashboard Development
9 4 (19.05%) Process Improvement
9 4 (19.05%) Amazon AWS
10 3 (14.29%) Dynamics AX
10 3 (14.29%) VMware Infrastructure
10 3 (14.29%) Data Architecture
10 3 (14.29%) SQL Server Analysis Services
10 3 (14.29%) Oracle BI EE
10 3 (14.29%) Data Quality
10 3 (14.29%) Performance Tuning
10 3 (14.29%) Power BI

Data Warehouse
Co-occurring IT Skills in Cambridgeshire 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 (9.52%) BizTalk Server
1 2 (9.52%) JBoss
2 1 (4.76%) Apache Spark
Business Applications
1 3 (14.29%) Dynamics AX
2 1 (4.76%) Oracle ERP
2 1 (4.76%) SAP MDG
2 1 (4.76%) SAP MDM
Cloud Services
1 7 (33.33%) Cloud Computing
2 4 (19.05%) Amazon AWS
3 2 (9.52%) Microsoft Azure
Communications & Networking
1 2 (9.52%) Firewall
Database & Business Intelligence
1 8 (38.10%) Big Data
2 5 (23.81%) SQL Server
3 4 (19.05%) SQL Server Integration Services
3 4 (19.05%) SQL Server Reporting Services
4 3 (14.29%) Amazon Redshift
4 3 (14.29%) MySQL
4 3 (14.29%) Oracle BI EE
4 3 (14.29%) PostgreSQL
4 3 (14.29%) Power BI
4 3 (14.29%) Spotfire
4 3 (14.29%) SQL Server Analysis Services
5 2 (9.52%) Data Mart
5 2 (9.52%) SQL Server 2012
5 2 (9.52%) Star Schema
6 1 (4.76%) Amazon RDS
6 1 (4.76%) BusinessObjects
6 1 (4.76%) Hadoop
6 1 (4.76%) PowerCenter
Development Applications
1 11 (52.38%) Talend Open Studio
2 6 (28.57%) JIRA
3 2 (9.52%) Git (software)
General
1 6 (28.57%) Finance
2 2 (9.52%) Billing
2 2 (9.52%) Pharmaceutical
Job Titles
1 12 (57.14%) Developer
2 6 (28.57%) Talend Developer
3 4 (19.05%) Senior Developer
4 2 (9.52%) Analyst
4 2 (9.52%) Business Intelligence Analyst
4 2 (9.52%) Business Intelligence Consultant
4 2 (9.52%) Business Intelligence Developer
4 2 (9.52%) Consultant
4 2 (9.52%) Django Developer
4 2 (9.52%) Power BI Consultant
4 2 (9.52%) Support Engineer
4 2 (9.52%) Test Engineer
5 1 (4.76%) Architect
5 1 (4.76%) Big Data Developer
5 1 (4.76%) Business Analyst
5 1 (4.76%) Business Developer
5 1 (4.76%) Business Intelligence Business Analyst
5 1 (4.76%) Redshift Developer
5 1 (4.76%) Senior Business Intelligence Developer
5 1 (4.76%) Test Manager
Libraries, Frameworks & Software Standards
1 2 (9.52%) CSS
1 2 (9.52%) Django
1 2 (9.52%) Java EE
1 2 (9.52%) jQuery
1 2 (9.52%) Matplotlib
2 1 (4.76%) Kafka
2 1 (4.76%) Spark Streaming
2 1 (4.76%) Web Services
2 1 (4.76%) XML
Miscellaneous
1 2 (9.52%) Public Cloud
2 1 (4.76%) AS400
2 1 (4.76%) Management Information System
Operating Systems
1 2 (9.52%) Windows
1 2 (9.52%) Windows Server
1 2 (9.52%) Windows Server 2012
Processes & Methodologies
1 13 (61.90%) Business Intelligence
2 12 (57.14%) ETL
3 8 (38.10%) Analytics
4 7 (33.33%) Data Integration
5 6 (28.57%) ETL Development
5 6 (28.57%) Open Source
6 5 (23.81%) Agile Software Development
7 4 (19.05%) Dashboard Development
7 4 (19.05%) ERP
7 4 (19.05%) Process Improvement
8 3 (14.29%) Data Architecture
8 3 (14.29%) Data Modelling
8 3 (14.29%) Performance Tuning
9 2 (9.52%) Capacity Planning
9 2 (9.52%) Data Analysis
9 2 (9.52%) Defect Management
9 2 (9.52%) Load Balancing
9 2 (9.52%) Software Testing
9 2 (9.52%) Waterfall
9 2 (9.52%) Web Development
Programming Languages
1 10 (47.62%) SQL
2 3 (14.29%) Java
3 2 (9.52%) JavaScript
3 2 (9.52%) Python
4 1 (4.76%) PL/SQL
4 1 (4.76%) Scala
Qualifications
1 2 (9.52%) ITIL Foundation Certificate
Quality Assurance & Compliance
1 3 (14.29%) Data Quality
2 2 (9.52%) GDPR
System Software
1 3 (14.29%) VMware Infrastructure
2 2 (9.52%) Hyper-V
3 1 (4.76%) HDFS
3 1 (4.76%) VMware ESXi
Systems Management
1 1 (4.76%) Hadoop YARN
Vendors
1 11 (52.38%) Talend
2 5 (23.81%) Microsoft
3 3 (14.29%) Embarcadero
3 3 (14.29%) JD Edwards
3 3 (14.29%) VMware
4 2 (9.52%) Cognos
4 2 (9.52%) Oracle
5 1 (4.76%) Informatica
5 1 (4.76%) Jaspersoft
5 1 (4.76%) MicroStrategy
5 1 (4.76%) SAP