Period
to 19 January 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 19 January 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
19 Jan 2020
Same period 2019 Same period 2018
Rank 60 54 80
Rank change year-on-year -6 +26 -23
Contract jobs citing Data Warehouse 22 30 14
As % of all contract IT jobs advertised in Cambridgeshire 2.11% 2.83% 1.08%
As % of the Database & Business Intelligence category 11.64% 14.35% 6.67%
Number of daily rates quoted 13 18 25
Cambridgeshire median daily rate £550 £475 £335
Median daily rate % change year-on-year +15.79% +41.79% -29.47%
10th Percentile £433 £384 £300
90th Percentile £646 £604 £343
East of England median daily rate £425 £450 £363
% change year-on-year -5.56% +24.14% -9.38%
Number of hourly rates quoted 0 0 0
Cambridgeshire median hourly rate - - -
East of England median hourly rate £21.44 £14.48 -
% change year-on-year +48.07% - -

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 189 209 210
As % of all contract IT jobs advertised in Cambridgeshire 18.16% 19.74% 16.17%
Number of daily rates quoted 123 119 115
Cambridgeshire median daily rate £450 £450 £375
Median daily rate % change year-on-year - +20.00% +3.59%
10th Percentile £349 £325 £290
90th Percentile £636 £591 £520
East of England median daily rate £425 £445 £413
% change year-on-year -4.49% +7.88% +10.00%
Number of hourly rates quoted 2 3 0
Cambridgeshire median hourly rate £48.50 £17.38 -
Median hourly rate % change year-on-year +179.14% - -
East of England median hourly rate £20.99 £17.25 £37.25
% change year-on-year +21.67% -53.69% -0.67%

Data Warehouse
Job Vacancy Trend in Cambridgeshire

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

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 6 months to 19 January 2020.

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 6 months to 19 January 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 0 21 £550 +12.82% 4
Data Warehouse
East of England

For the 6 months to 19 January 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 16 (72.73%) Data Modelling
2 13 (59.09%) Analytics
3 10 (45.45%) Business Intelligence
4 8 (36.36%) ETL
4 8 (36.36%) Pharmaceutical
5 7 (31.82%) Snowflake Schema
5 7 (31.82%) Star Schema
5 7 (31.82%) SAP
6 6 (27.27%) SQL
6 6 (27.27%) Oracle
6 6 (27.27%) MicroStrategy
6 6 (27.27%) Agile Software Development
6 6 (27.27%) Data Analysis
6 6 (27.27%) SAP HANA
6 6 (27.27%) Analytical Skills
6 6 (27.27%) Logical Data Model
6 6 (27.27%) Physical Data Model
6 6 (27.27%) Process Improvement
7 5 (22.73%) High Availability
7 5 (22.73%) SAP Data Services
7 5 (22.73%) Test Automation
7 5 (22.73%) Visualisation
7 5 (22.73%) Amazon Redshift
7 5 (22.73%) DevOps
7 5 (22.73%) Continuous Integration
7 5 (22.73%) Finance
7 5 (22.73%) Project Management
7 5 (22.73%) BusinessObjects
8 4 (18.18%) Scrum
8 4 (18.18%) Oracle BI EE

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 3 (13.64%) Apache Spark
Business Applications
1 1 (4.55%) Dynamics NAV
Cloud Services
1 4 (18.18%) AWS
2 3 (13.64%) Amazon EMR
2 3 (13.64%) Amazon S3
2 3 (13.64%) Amazon SQS
3 1 (4.55%) Azure
3 1 (4.55%) Power Platform
Database & Business Intelligence
1 7 (31.82%) Snowflake Schema
1 7 (31.82%) Star Schema
2 6 (27.27%) SAP HANA
3 5 (22.73%) Amazon Redshift
3 5 (22.73%) BusinessObjects
3 5 (22.73%) SAP Data Services
4 4 (18.18%) Oracle BI EE
5 3 (13.64%) Amazon Aurora
5 3 (13.64%) Apache Hive
5 3 (13.64%) MySQL
5 3 (13.64%) PostgreSQL
5 3 (13.64%) Relational Database
6 2 (9.09%) Electronic Patient Records
7 1 (4.55%) Big Data
7 1 (4.55%) Data Mining
7 1 (4.55%) Power BI
7 1 (4.55%) SAP BW
7 1 (4.55%) SQL Server
7 1 (4.55%) SQL Server 2012
7 1 (4.55%) SQL Server 2017
Development Applications
1 4 (18.18%) ER Studio
1 4 (18.18%) Git (software)
1 4 (18.18%) Jenkins
1 4 (18.18%) Sonatype Nexus
General
1 8 (36.36%) Pharmaceutical
2 5 (22.73%) Finance
3 1 (4.55%) Law
3 1 (4.55%) Retail
Job Titles
1 8 (36.36%) Architect
2 6 (27.27%) Data Architect
3 4 (18.18%) Developer
3 4 (18.18%) DevOps Engineer
3 4 (18.18%) Information Architect
4 3 (13.64%) Automation Engineer
4 3 (13.64%) Data Modeller
4 3 (13.64%) SAP Architect
4 3 (13.64%) SAP HANA Architect
5 2 (9.09%) Analyst
5 2 (9.09%) Data Analyst
5 2 (9.09%) Data Warehouse Developer
5 2 (9.09%) DevOps Automation Engineer
5 2 (9.09%) SAP HANA Modeller
6 1 (4.55%) Administrator
6 1 (4.55%) Data Engineer
6 1 (4.55%) DBA
6 1 (4.55%) Programme Test Manager
6 1 (4.55%) SQL DBA
6 1 (4.55%) Test Manager
Miscellaneous
1 6 (27.27%) Analytical Skills
2 4 (18.18%) Data Structures
3 2 (9.09%) Life Science
4 1 (4.55%) Analytical Mindset
4 1 (4.55%) Clustering
4 1 (4.55%) Management Information System
Processes & Methodologies
1 16 (72.73%) Data Modelling
2 13 (59.09%) Analytics
3 10 (45.45%) Business Intelligence
4 8 (36.36%) ETL
5 6 (27.27%) Agile Software Development
5 6 (27.27%) Data Analysis
5 6 (27.27%) Logical Data Model
5 6 (27.27%) Physical Data Model
5 6 (27.27%) Process Improvement
6 5 (22.73%) Continuous Integration
6 5 (22.73%) DevOps
6 5 (22.73%) High Availability
6 5 (22.73%) Project Management
6 5 (22.73%) Test Automation
6 5 (22.73%) Visualisation
7 4 (18.18%) Business Analysis
7 4 (18.18%) Continuous Delivery
7 4 (18.18%) Requirements Management
7 4 (18.18%) Scrum
7 4 (18.18%) Technical Leadership
Programming Languages
1 6 (27.27%) SQL
2 2 (9.09%) Python
Qualifications
1 2 (9.09%) Degree
2 1 (4.55%) ACCA
2 1 (4.55%) CIMA
2 1 (4.55%) Master's Degree
Quality Assurance & Compliance
1 1 (4.55%) Data Quality
1 1 (4.55%) QA
Vendors
1 7 (31.82%) SAP
2 6 (27.27%) MicroStrategy
2 6 (27.27%) Oracle
3 4 (18.18%) IDERA
4 3 (13.64%) Talend
5 2 (9.09%) JD Edwards
6 1 (4.55%) Microsoft
6 1 (4.55%) RedGate
6 1 (4.55%) Tableau
6 1 (4.55%) Tagetik