The following table provides summary statistics for contract job vacancies advertised in Cambridge 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 26 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.

3 months to
26 Mar 2017
Same period 2016 Same period 2015
Data Warehousing
Cambridgeshire / Cambridge
Rank 36 38 37
Rank change year-on-year +2 -1  
Contract jobs citing Data Warehouse 4 8 2
As % of all contract IT jobs advertised in Cambridge 1.28% 1.96% 0.62%
As % of the Database & Business Intelligence category 8.51% 12.31% 4.55%
Number of daily rates quoted 3 2 2
Median daily rate £500 £459 £388
Median daily rate % change year-on-year +8.99% +18.38%  
90% offered a daily rate of more than £490 £422 £378
10% offered a daily rate of more than £508 £496 £398
UK excluding London median daily rate £400 £413 £400
% change year-on-year -3.03% +3.12%  
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £35.00 £52.75 £34.00
% change year-on-year -33.64% +55.14%  

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 Cambridge with a requirement for database and business intelligence skills.

Contract Database & Business Intelligence Skills
Cambridge
Contract job vacancies with a requirement for database and business intelligence skills 47 65 44
As % of all contract IT job vacancies advertised in Cambridge 15.02% 15.93% 13.71%
Number of daily rates quoted 34 48 35
Median daily rate £425 £400 £275
Median daily rate % change year-on-year +6.25% +45.45%  
90% offered a daily rate of more than £210 £275 £210
10% offered a daily rate of more than £525 £500 £400
UK excluding London median daily rate £400 £388 £375
% change year-on-year +3.22% +3.33%  
Number of hourly rates quoted 1 1 2
Median hourly rate £42.50 £19.00 £17.00
Median hourly rate % change year-on-year +123.68% +11.76%  
UK excluding London median hourly rate £31.00 £32.50 £32.50
% change year-on-year -4.61% -  

Data Warehouse
Job Vacancy Trend in Cambridge

The job posting trend of jobs advertised in Cambridge 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 Cambridge

Data Warehouse
Contractor Daily Rate Trend in Cambridge

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

Contractor daily rate trend for Data Warehouse in Cambridge

Data Warehouse
Contractor Hourly Rate Trend in Cambridge

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

Contractor hourly rate trend for Data Warehouse in Cambridge

Data Warehouse
Top 30 Related IT Skills in Cambridge

For the 6 months to 26 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 Cambridge region with a requirement for Data Warehouse.

1 12 (70.59%) Business Intelligence
2 11 (64.71%) ETL
2 11 (64.71%) Talend Open Studio
2 11 (64.71%) Talend
3 8 (47.06%) Analytics
4 7 (41.18%) Big Data
4 7 (41.18%) Cloud Computing
4 7 (41.18%) Data Integration
4 7 (41.18%) SQL
5 6 (35.29%) Open Source
5 6 (35.29%) JIRA
5 6 (35.29%) ETL Development
6 4 (23.53%) Dashboard Development
6 4 (23.53%) Process Improvement
6 4 (23.53%) Finance
6 4 (23.53%) SQL Server Reporting Services
6 4 (23.53%) Amazon AWS
6 4 (23.53%) SQL Server Integration Services
6 4 (23.53%) ERP
7 3 (17.65%) PostgreSQL
7 3 (17.65%) Embarcadero
7 3 (17.65%) JD Edwards
7 3 (17.65%) Data Modelling
7 3 (17.65%) Microsoft
7 3 (17.65%) MySQL
7 3 (17.65%) SQL Server
7 3 (17.65%) SQL Server Analysis Services
7 3 (17.65%) Oracle BI EE
7 3 (17.65%) Data Architecture
7 3 (17.65%) Agile Software Development

Data Warehouse
Top Related IT Skills in Cambridge 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:

Business Applications
1 3 (17.65%) Dynamics AX
2 1 (5.88%) Oracle ERP
2 1 (5.88%) SAP MDG
2 1 (5.88%) SAP MDM
Cloud Services
1 7 (41.18%) Cloud Computing
2 4 (23.53%) Amazon AWS
3 2 (11.76%) Microsoft Azure
Database & Business Intelligence
1 7 (41.18%) Big Data
2 4 (23.53%) SQL Server Integration Services
2 4 (23.53%) SQL Server Reporting Services
3 3 (17.65%) Amazon Redshift
3 3 (17.65%) MySQL
3 3 (17.65%) Oracle BI EE
3 3 (17.65%) PostgreSQL
3 3 (17.65%) Power BI
3 3 (17.65%) Spotfire
3 3 (17.65%) SQL Server
3 3 (17.65%) SQL Server Analysis Services
4 2 (11.76%) Data Mart
4 2 (11.76%) Star Schema
5 1 (5.88%) Amazon RDS
5 1 (5.88%) PowerCenter
Development Applications
1 11 (64.71%) Talend Open Studio
2 6 (35.29%) JIRA
3 2 (11.76%) Git (software)
General
1 4 (23.53%) Finance
2 2 (11.76%) Billing
2 2 (11.76%) Pharmaceutical
Job Titles
1 11 (64.71%) Developer
2 6 (35.29%) Talend Developer
3 4 (23.53%) Senior Developer
4 2 (11.76%) Business Intelligence Consultant
4 2 (11.76%) Business Intelligence Developer
4 2 (11.76%) Consultant
4 2 (11.76%) Django Developer
4 2 (11.76%) Power BI Consultant
5 1 (5.88%) Analyst
5 1 (5.88%) Architect
5 1 (5.88%) Business Developer
5 1 (5.88%) Business Intelligence Analyst
5 1 (5.88%) Business Intelligence Architect
5 1 (5.88%) Power BI Developer
5 1 (5.88%) Redshift Developer
5 1 (5.88%) Senior Business Intelligence Developer
5 1 (5.88%) Technical Leader
Libraries, Frameworks & Software Standards
1 2 (11.76%) CSS
1 2 (11.76%) Django
1 2 (11.76%) jQuery
1 2 (11.76%) Matplotlib
2 1 (5.88%) Web Services
2 1 (5.88%) XML
Miscellaneous
1 2 (11.76%) Public Cloud
2 1 (5.88%) Management Information System
Processes & Methodologies
1 12 (70.59%) Business Intelligence
2 11 (64.71%) ETL
3 8 (47.06%) Analytics
4 7 (41.18%) Data Integration
5 6 (35.29%) ETL Development
5 6 (35.29%) Open Source
6 4 (23.53%) Dashboard Development
6 4 (23.53%) ERP
6 4 (23.53%) Process Improvement
7 3 (17.65%) Agile Software Development
7 3 (17.65%) Data Architecture
7 3 (17.65%) Data Modelling
7 3 (17.65%) Performance Tuning
8 2 (11.76%) Capacity Planning
8 2 (11.76%) Performance Monitoring
8 2 (11.76%) Scrum
8 2 (11.76%) Web Development
9 1 (5.88%) Data Management
9 1 (5.88%) Requirements Analysis
9 1 (5.88%) Visualisation
Programming Languages
1 7 (41.18%) SQL
2 2 (11.76%) JavaScript
2 2 (11.76%) Python
3 1 (5.88%) PL/SQL
Quality Assurance & Compliance
1 1 (5.88%) Data Quality
System Software
1 2 (11.76%) Hyper-V
1 2 (11.76%) VMware Infrastructure
Vendors
1 11 (64.71%) Talend
2 3 (17.65%) Embarcadero
2 3 (17.65%) JD Edwards
2 3 (17.65%) Microsoft
3 2 (11.76%) Oracle
3 2 (11.76%) VMware
4 1 (5.88%) Cognos
4 1 (5.88%) Informatica
4 1 (5.88%) MicroStrategy
4 1 (5.88%) SAP