Period
to 5 June 2020

The following table provides summary statistics for contract job vacancies advertised in the East of England 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 5 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
England > East of England
6 months to
5 Jun 2020
Same period 2019 Same period 2018
Rank 69 67 94
Rank change year-on-year -2 +27 +24
Contract jobs citing Data Warehouse 57 128 102
As % of all contract jobs advertised in the East of England 2.52% 3.12% 2.31%
As % of the Database & Business Intelligence category 12.42% 14.68% 12.20%
Number of daily rates quoted 38 77 80
Median daily rate £438 £465 £425
Median daily rate % change year-on-year -5.91% +9.41% -
10th Percentile £323 £361 £313
90th Percentile £588 £604 £588
England median daily rate £475 £470 £475
% change year-on-year +1.06% -1.05% +5.56%
Number of hourly rates quoted 0 2 0
Median hourly rate - £16.34 -
England median hourly rate £35.00 £19.85 £26.50
% change year-on-year +76.32% -25.09% -23.45%

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 the East of England with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
East of England
Contract vacancies with a requirement for database or business intelligence skills 459 872 836
As % of all contract IT jobs advertised in the East of England 20.27% 21.28% 18.97%
Number of daily rates quoted 270 508 511
Median daily rate £438 £450 £425
Median daily rate % change year-on-year -2.78% +5.88% +6.25%
10th Percentile £313 £325 £298
90th Percentile £600 £600 £563
England median daily rate £500 £485 £475
% change year-on-year +3.09% +2.11% +5.56%
Number of hourly rates quoted 13 20 25
Median hourly rate £21.57 £26.18 £24.00
Median hourly rate % change year-on-year -17.61% +9.08% -23.81%
10th Percentile £16.60 £14.73 £13.57
90th Percentile £28.21 £57.88 £45.60
Median hourly rate £35.00 £35.00 £33.75
% change year-on-year - +3.70% +13.20%

Data Warehouse
Job Vacancy Trend in the East of England

Job postings citing Data Warehouse as a proportion of all IT jobs advertised in the East of England.

Job vacancy trend for Data Warehouse in the East of England

Data Warehouse
Contractor Daily Rate Trend in the East of England

3-month moving average daily rate quoted in jobs citing Data Warehouse in the East of England.

Daily rate trend for Data Warehouse in the East of England

Data Warehouse
Daily Rate Histogram in the East of England

Daily rate distribution for jobs citing Data Warehouse in the East of England over the 6 months to 5 June 2020.

Daily rate histogram for Data Warehouse in the East of England

Data Warehouse
Contractor Hourly Rate Trend in the East of England

3-month moving average hourly rates quoted in jobs citing Data Warehouse in the East of England.

Hourly rate trend for Data Warehouse in the East of England

Data Warehouse
Contract Job Locations in the East of England

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 East of England region over the 6 months to 5 June 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
Hertfordshire +14 20 £438 -5.91% 10
Essex +11 19 £405 -14.74% 5
Cambridgeshire +2 13 £475 +2.70% 6
Bedfordshire +15 2 £400 -8.57%
Suffolk +2 2 £350 -20.00% 1
Norfolk +16 1 £600 -
Data Warehouse
England

For the 6 months to 5 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 East of England region with a requirement for Data Warehouse.

1 36 (63.16%) ETL
2 33 (57.89%) Business Intelligence
3 26 (45.61%) SQL
4 18 (31.58%) Data Modelling
5 15 (26.32%) Oracle
6 13 (22.81%) Agile Software Development
6 13 (22.81%) Power BI
6 13 (22.81%) Power Platform
7 12 (21.05%) Data Lake
7 12 (21.05%) Hadoop
7 12 (21.05%) Relational Database
7 12 (21.05%) SQL Server Integration Services
7 12 (21.05%) RDBMS
8 11 (19.30%) Data Analysis
8 11 (19.30%) Analytics
8 11 (19.30%) Visualisation
8 11 (19.30%) AWS
8 11 (19.30%) Data Visualisation
9 10 (17.54%) Data Strategy
10 9 (15.79%) JIRA
10 9 (15.79%) Dimensional Modelling
10 9 (15.79%) Data Quality
11 8 (14.04%) Confluence
11 8 (14.04%) Amazon Redshift
11 8 (14.04%) Data Integration
12 7 (12.28%) XML
12 7 (12.28%) Data Mart
12 7 (12.28%) Retail
12 7 (12.28%) Pentaho
12 7 (12.28%) Kafka

Data Warehouse
Co-occurring IT Skills in the East of England 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 8 (14.04%) Confluence
2 2 (3.51%) Apache Spark
2 2 (3.51%) BizTalk Server
2 2 (3.51%) SharePoint
3 1 (1.75%) SAS
3 1 (1.75%) WebLogic
Applications
1 4 (7.02%) Microsoft Excel
2 3 (5.26%) Microsoft Office
3 1 (1.75%) MS Visio
Business Applications
1 2 (3.51%) Oracle EBS
Cloud Services
1 13 (22.81%) Power Platform
2 11 (19.30%) AWS
3 6 (10.53%) Azure
4 5 (8.77%) Amazon EMR
5 4 (7.02%) Azure Data Factory
5 4 (7.02%) Azure Functions
5 4 (7.02%) Serverless
6 3 (5.26%) Amazon S3
7 1 (1.75%) GCP
7 1 (1.75%) Trello
Database & Business Intelligence
1 13 (22.81%) Power BI
2 12 (21.05%) Data Lake
2 12 (21.05%) Hadoop
2 12 (21.05%) RDBMS
2 12 (21.05%) Relational Database
2 12 (21.05%) SQL Server Integration Services
3 8 (14.04%) Amazon Redshift
4 7 (12.28%) Data Mart
4 7 (12.28%) Pentaho
5 6 (10.53%) MySQL
5 6 (10.53%) SQL Server
5 6 (10.53%) SQL Server Analysis Services
5 6 (10.53%) SQL Server Reporting Services
6 5 (8.77%) Azure SQL Data Warehouse
6 5 (8.77%) Azure SQL Database
7 4 (7.02%) Data Mining
7 4 (7.02%) Snowflake Schema
8 3 (5.26%) NoSQL
8 3 (5.26%) SQL Server 2008
9 2 (3.51%) SAP Data Services
Development Applications
1 9 (15.79%) JIRA
2 3 (5.26%) ERwin
2 3 (5.26%) Jenkins
3 1 (1.75%) ER Studio
3 1 (1.75%) Git (software)
3 1 (1.75%) GitLab
3 1 (1.75%) Subversion
3 1 (1.75%) Zephyr
General
1 7 (12.28%) Retail
2 6 (10.53%) Law
3 5 (8.77%) Finance
4 4 (7.02%) Public Sector
5 3 (5.26%) Pharmaceutical
6 1 (1.75%) Banking
6 1 (1.75%) French Language
6 1 (1.75%) German Language
Job Titles
1 13 (22.81%) Analyst
1 13 (22.81%) Architect
2 10 (17.54%) Data Analyst
3 9 (15.79%) Data Architect
3 9 (15.79%) Data Engineer
4 8 (14.04%) Developer
5 4 (7.02%) Azure Engineer
5 4 (7.02%) Business Intelligence Developer
5 4 (7.02%) SQL Developer
6 3 (5.26%) Consultant
6 3 (5.26%) Information Architect
7 2 (3.51%) Business Intelligence Analyst
7 2 (3.51%) Data Manager
7 2 (3.51%) Data Warehouse Developer
7 2 (3.51%) Database Consultant
7 2 (3.51%) Database Developer
7 2 (3.51%) Enterprise Architect
7 2 (3.51%) Product Manager
7 2 (3.51%) Project Manager
7 2 (3.51%) SQL Server Developer
Libraries, Frameworks & Software Standards
1 7 (12.28%) Kafka
1 7 (12.28%) XML
2 6 (10.53%) JDBC
3 2 (3.51%) Middleware
3 2 (3.51%) Swagger
4 1 (1.75%) .NET
4 1 (1.75%) JSON
4 1 (1.75%) Oracle Fusion
4 1 (1.75%) Web Services
Miscellaneous
1 6 (10.53%) Analytical Skills
2 4 (7.02%) Reference Data
3 2 (3.51%) FMCG
4 1 (1.75%) Hedge funds
Operating Systems
1 2 (3.51%) Unix
2 1 (1.75%) Linux
Processes & Methodologies
1 36 (63.16%) ETL
2 33 (57.89%) Business Intelligence
3 18 (31.58%) Data Modelling
4 13 (22.81%) Agile Software Development
5 11 (19.30%) Analytics
5 11 (19.30%) Data Analysis
5 11 (19.30%) Data Visualisation
5 11 (19.30%) Visualisation
6 10 (17.54%) Data Strategy
7 9 (15.79%) Dimensional Modelling
8 8 (14.04%) Data Integration
9 7 (12.28%) Data Governance
9 7 (12.28%) Requirements Gathering
10 6 (10.53%) Data Science
10 6 (10.53%) Data Security
10 6 (10.53%) Kimball Methodology
11 5 (8.77%) Coaching
11 5 (8.77%) Data Engineering
11 5 (8.77%) Master Data Management
11 5 (8.77%) Mentoring
Programming Languages
1 26 (45.61%) SQL
2 4 (7.02%) T-SQL
3 3 (5.26%) Python
4 2 (3.51%) Java
4 2 (3.51%) PL/SQL
4 2 (3.51%) Shell Script
5 1 (1.75%) C#
5 1 (1.75%) Data Analysis Expressions (DAX)
5 1 (1.75%) JavaScript
5 1 (1.75%) Perl
5 1 (1.75%) SAS Macro
Qualifications
1 5 (8.77%) SC Cleared
1 5 (8.77%) Security Cleared
2 3 (5.26%) Computer Science Degree
2 3 (5.26%) Degree
Quality Assurance & Compliance
1 9 (15.79%) Data Quality
2 3 (5.26%) QA
System Software
1 7 (12.28%) Apache Flume
2 1 (1.75%) HDFS
Systems Management
1 1 (1.75%) Kubernetes
1 1 (1.75%) Oozie
Vendors
1 15 (26.32%) Oracle
2 6 (10.53%) Talend
3 5 (8.77%) Microsoft
3 5 (8.77%) MicroStrategy
3 5 (8.77%) Tableau
4 4 (7.02%) Databricks
5 3 (5.26%) Informatica
6 2 (3.51%) Ab Initio
6 2 (3.51%) SAP
6 2 (3.51%) SnapLogic
7 1 (1.75%) Google
7 1 (1.75%) IDERA