Period
to 9 July 2020

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 6 months to 9 July 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
East of England > Cambridgeshire
6 months to
9 Jul 2020
Same period 2019 Same period 2018
Rank 36 41 69
Rank change year-on-year +5 +28 +1
Contract jobs citing Data Warehouse 14 37 13
As % of all contract jobs advertised in Cambridgeshire 3.04% 3.27% 1.22%
As % of the Database & Business Intelligence category 10.77% 15.88% 7.51%
Number of daily rates quoted 11 20 8
Median daily rate £475 £450 £419
Median daily rate % change year-on-year +5.56% +7.46% +4.69%
10th Percentile £406 £399 £371
90th Percentile £588 £639 £596
East of England median daily rate £438 £463 £428
% change year-on-year -5.41% +8.19% +0.59%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
East of England median hourly rate - - -

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 Cambridgeshire with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Cambridgeshire
Contract vacancies with a requirement for database or business intelligence skills 130 233 173
As % of all contract IT jobs advertised in Cambridgeshire 28.26% 20.60% 16.18%
Number of daily rates quoted 85 143 94
Median daily rate £475 £450 £400
Median daily rate % change year-on-year +5.56% +12.50% +17.65%
10th Percentile £353 £359 £281
90th Percentile £630 £643 £525
East of England median daily rate £450 £450 £425
% change year-on-year - +5.88% +6.25%
Number of hourly rates quoted 1 7 4
Median hourly rate £75.00 £22.36 £16.50
Median hourly rate % change year-on-year +235.42% +35.52% -5.71%
Median hourly rate £21.57 £30.00 £26.00
% change year-on-year -28.10% +15.38% -17.46%

Data Warehouse
Job Vacancy Trend in Cambridgeshire

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

Job vacancy trend for Data Warehouse in Cambridgeshire

Data Warehouse
Contractor Daily Rate Trend in Cambridgeshire

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

Daily rate trend for Data Warehouse in Cambridgeshire

Data Warehouse
Daily Rate Histogram in Cambridgeshire

Daily rate distribution for jobs citing Data Warehouse in Cambridgeshire over the 6 months to 9 July 2020.

Daily rate histogram for Data Warehouse in Cambridgeshire

Data Warehouse
Contractor Hourly Rate Trend in Cambridgeshire

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

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 6 months to 9 July 2020. 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
Cambridge +7 7 £475 +5.56% 1
Peterborough +7 5 £438 -2.78% 1
Data Warehouse
East of England

For the 6 months to 9 July 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 Cambridgeshire region with a requirement for Data Warehouse.

1 12 (85.71%) SQL
2 9 (64.29%) ETL
3 8 (57.14%) Business Intelligence
4 7 (50.00%) SQL Server Integration Services
5 6 (42.86%) Dimensional Modelling
5 6 (42.86%) Data Integration
5 6 (42.86%) Azure
6 5 (35.71%) Azure SQL Database
6 5 (35.71%) Agile Software Development
6 5 (35.71%) Azure SQL Data Warehouse
6 5 (35.71%) Data Science
7 4 (28.57%) Serverless
7 4 (28.57%) Data Lake
7 4 (28.57%) Databricks
7 4 (28.57%) Azure Data Factory
7 4 (28.57%) Azure Functions
7 4 (28.57%) Data Mart
7 4 (28.57%) Data Modelling
7 4 (28.57%) AWS
7 4 (28.57%) SQL Server Analysis Services
7 4 (28.57%) Kimball Methodology
8 3 (21.43%) Amazon EMR
8 3 (21.43%) Relational Database
8 3 (21.43%) Amazon Redshift
8 3 (21.43%) Pharmaceutical
8 3 (21.43%) Data Visualisation
8 3 (21.43%) Visualisation
8 3 (21.43%) MicroStrategy
8 3 (21.43%) RDBMS
8 3 (21.43%) Snowflake Schema

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 (14.29%) BizTalk Server
Business Applications
1 2 (14.29%) Oracle EBS
Cloud Services
1 6 (42.86%) Azure
2 4 (28.57%) AWS
2 4 (28.57%) Azure Data Factory
2 4 (28.57%) Azure Functions
2 4 (28.57%) Serverless
3 3 (21.43%) Amazon EMR
4 2 (14.29%) Amazon S3
5 1 (7.14%) GCP
Database & Business Intelligence
1 7 (50.00%) SQL Server Integration Services
2 5 (35.71%) Azure SQL Data Warehouse
2 5 (35.71%) Azure SQL Database
3 4 (28.57%) Data Lake
3 4 (28.57%) Data Mart
3 4 (28.57%) SQL Server Analysis Services
4 3 (21.43%) Amazon Redshift
4 3 (21.43%) RDBMS
4 3 (21.43%) Relational Database
4 3 (21.43%) Snowflake Schema
5 2 (14.29%) NoSQL
5 2 (14.29%) SQL Server
5 2 (14.29%) SQL Server 2012
6 1 (7.14%) Amazon Athena
6 1 (7.14%) BigQuery
6 1 (7.14%) Data Mining
6 1 (7.14%) SQL Server Reporting Services
6 1 (7.14%) Star Schema
Development Applications
1 1 (7.14%) ER Studio
1 1 (7.14%) Jenkins
General
1 3 (21.43%) Pharmaceutical
2 1 (7.14%) Law
2 1 (7.14%) Retail
Job Titles
1 5 (35.71%) Data Engineer
2 4 (28.57%) Architect
2 4 (28.57%) Azure Engineer
3 2 (14.29%) Data Architect
3 2 (14.29%) Developer
3 2 (14.29%) Information Architect
3 2 (14.29%) SQL Developer
4 1 (7.14%) AWS Engineer
4 1 (7.14%) Cloud Architect
4 1 (7.14%) Data Integration Engineer
4 1 (7.14%) Integration Engineer
4 1 (7.14%) Lead Architect
4 1 (7.14%) Lead Cloud Architect
4 1 (7.14%) Microsoft Developer
4 1 (7.14%) SQL Server Developer
Libraries, Frameworks & Software Standards
1 2 (14.29%) Middleware
1 2 (14.29%) Swagger
2 1 (7.14%) Web Services
Miscellaneous
1 1 (7.14%) Analytical Skills
1 1 (7.14%) Hedge funds
Processes & Methodologies
1 9 (64.29%) ETL
2 8 (57.14%) Business Intelligence
3 6 (42.86%) Data Integration
3 6 (42.86%) Dimensional Modelling
4 5 (35.71%) Agile Software Development
4 5 (35.71%) Data Science
5 4 (28.57%) Data Modelling
5 4 (28.57%) Kimball Methodology
6 3 (21.43%) Data Visualisation
6 3 (21.43%) Visualisation
7 2 (14.29%) Analytics
7 2 (14.29%) Master Data Management
7 2 (14.29%) Requirements Gathering
8 1 (7.14%) Data Architecture
8 1 (7.14%) Data Engineering
8 1 (7.14%) Information Architecture
8 1 (7.14%) Machine Learning
8 1 (7.14%) Metadata Management
8 1 (7.14%) Predictive Analytics
8 1 (7.14%) Technology Roadmap
Programming Languages
1 12 (85.71%) SQL
Quality Assurance & Compliance
1 1 (7.14%) Data Quality
1 1 (7.14%) QA
Systems Management
1 1 (7.14%) Kubernetes
Vendors
1 4 (28.57%) Databricks
2 3 (21.43%) MicroStrategy
3 2 (14.29%) Informatica
3 2 (14.29%) Microsoft
3 2 (14.29%) Oracle
3 2 (14.29%) SnapLogic
3 2 (14.29%) Talend
4 1 (7.14%) Google
4 1 (7.14%) IDERA