Period
to 28 February 2020

The following table provides summary statistics for contract job vacancies advertised in the East Midlands 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 28 February 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 Midlands
6 months to
28 Feb 2020
Same period 2019 Same period 2018
Rank 62 56 68
Rank change year-on-year -6 +12 0
Contract jobs citing Data Warehouse 36 85 83
As % of all contract IT jobs advertised in the East Midlands 2.32% 3.48% 2.73%
As % of the Database & Business Intelligence category 11.92% 14.10% 13.26%
Number of daily rates quoted 14 53 55
East Midlands median daily rate £388 £400 £325
Median daily rate % change year-on-year -3.13% +23.08% -12.46%
10th Percentile £313 £194 £224
90th Percentile £493 £550 £495
England median daily rate £480 £463 £450
% change year-on-year +3.78% +2.78% +2.86%
Number of hourly rates quoted 1 4 6
East Midlands median hourly rate £14.28 £13.85 £14.56
Median hourly rate % change year-on-year +3.14% -4.88% -
England median hourly rate £35.00 £19.18 £27.00
% change year-on-year +82.53% -28.98% -32.50%

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 Midlands with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
East Midlands
Contract vacancies with a requirement for database or business intelligence skills 302 603 626
As % of all contract IT jobs advertised in the East Midlands 19.46% 24.67% 20.57%
Number of daily rates quoted 195 422 371
East Midlands median daily rate £375 £400 £390
Median daily rate % change year-on-year -6.25% +2.56% +4.00%
10th Percentile £275 £285 £273
90th Percentile £535 £550 £538
England median daily rate £488 £488 £475
% change year-on-year - +2.63% +8.57%
Number of hourly rates quoted 5 14 28
East Midlands median hourly rate £15.50 £18.00 £36.00
Median hourly rate % change year-on-year -13.89% -50.00% +89.47%
10th Percentile £12.50 £13.78 £13.78
90th Percentile £29.60 £42.00 £58.56
England median hourly rate £32.50 £35.00 £35.00
% change year-on-year -7.14% - +27.27%

Data Warehouse
Job Vacancy Trend in the East Midlands

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

Job vacancy trend for Data Warehouse in the East Midlands

Data Warehouse
Contractor Daily Rate Trend in the East Midlands

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

Contractor daily rate trend for Data Warehouse in the East Midlands

Data Warehouse
Contractor Daily Rate Histogram in the East Midlands

The daily rate distribution of IT jobs citing Data Warehouse in the East Midlands over the 6 months to 28 February 2020.

Contractor daily rate histogram for Data Warehouse in the East Midlands

Data Warehouse
Contractor Hourly Rate Trend in the East Midlands

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

Contractor hourly rate trend for Data Warehouse in the East Midlands

Data Warehouse
Contract Job Locations in the East Midlands

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 Midlands region over the 6 months to 28 February 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
Nottinghamshire +9 16 £400 +6.67% 9
Leicestershire -1 10 £375 - 8
Derbyshire -26 2 - - 2
Data Warehouse
England

For the 6 months to 28 February 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 Midlands region with a requirement for Data Warehouse.

1 22 (61.11%) SQL
2 19 (52.78%) Azure
3 16 (44.44%) Business Intelligence
4 15 (41.67%) SQL Server
5 14 (38.89%) ETL
6 13 (36.11%) SQL Server Integration Services
7 10 (27.78%) SQL Server Analysis Services
7 10 (27.78%) Agile Software Development
8 9 (25.00%) Stakeholder Management
8 9 (25.00%) Microsoft
8 9 (25.00%) Data Architecture
8 9 (25.00%) Data Lake
9 8 (22.22%) Azure SQL Data Warehouse
9 8 (22.22%) Analytics
9 8 (22.22%) Informatica
10 7 (19.44%) Data Modelling
10 7 (19.44%) T-SQL
10 7 (19.44%) SQL Server Reporting Services
11 6 (16.67%) Data Mapping
11 6 (16.67%) Relational Database
11 6 (16.67%) Analytical Skills
11 6 (16.67%) XML
11 6 (16.67%) Star Schema
11 6 (16.67%) Finance
11 6 (16.67%) Migration
11 6 (16.67%) Retail
11 6 (16.67%) Power Platform
11 6 (16.67%) Power BI
12 5 (13.89%) Performance Tuning
12 5 (13.89%) Azure Data Factory

Data Warehouse
Co-occurring IT Skills in the East Midlands 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 4 (11.11%) SharePoint
2 1 (2.78%) MS Exchange
Applications
1 1 (2.78%) Microsoft Excel
Business Applications
1 2 (5.56%) Primavera
1 2 (5.56%) SAP ERP
Cloud Services
1 19 (52.78%) Azure
2 6 (16.67%) Power Platform
3 5 (13.89%) Azure Data Factory
4 3 (8.33%) PowerApps
5 1 (2.78%) AWS
5 1 (2.78%) Google Analytics
Communications & Networking
1 1 (2.78%) 3G
1 1 (2.78%) VPN
Database & Business Intelligence
1 15 (41.67%) SQL Server
2 13 (36.11%) SQL Server Integration Services
3 10 (27.78%) SQL Server Analysis Services
4 9 (25.00%) Data Lake
5 8 (22.22%) Azure SQL Data Warehouse
6 7 (19.44%) SQL Server Reporting Services
7 6 (16.67%) Power BI
7 6 (16.67%) Relational Database
7 6 (16.67%) Star Schema
8 3 (8.33%) Azure SQL Database
8 3 (8.33%) Big Data
8 3 (8.33%) Microsoft Analysis Services
8 3 (8.33%) PowerCenter
9 2 (5.56%) Crystal Reports
9 2 (5.56%) Data Mart
9 2 (5.56%) NoSQL
10 1 (2.78%) Amazon Redshift
10 1 (2.78%) DataStage
10 1 (2.78%) OLAP
10 1 (2.78%) Snowflake Schema
Development Applications
1 3 (8.33%) Selenium
2 1 (2.78%) Visual Studio
General
1 6 (16.67%) Finance
1 6 (16.67%) Retail
2 3 (8.33%) Pharmaceutical
2 3 (8.33%) Public Sector
3 1 (2.78%) Law
3 1 (2.78%) Marketing
Job Titles
1 14 (38.89%) Developer
2 12 (33.33%) Data Engineer
3 6 (16.67%) Analyst
4 4 (11.11%) Data Analyst
4 4 (11.11%) Data Warehouse Developer
5 3 (8.33%) Azure Developer
5 3 (8.33%) Business Data Analyst
6 2 (5.56%) Architect
6 2 (5.56%) Azure Engineer
6 2 (5.56%) Business Analyst
6 2 (5.56%) Cognos Developer
6 2 (5.56%) Crystal Reports Developer
6 2 (5.56%) Informatica Developer
6 2 (5.56%) Report Developer
6 2 (5.56%) SQL Developer
7 1 (2.78%) Data Architect
7 1 (2.78%) HTML Developer
7 1 (2.78%) Solutions Architect
7 1 (2.78%) Support Technician
7 1 (2.78%) VBA Developer
Libraries, Frameworks & Software Standards
1 6 (16.67%) XML
2 5 (13.89%) MDX
3 4 (11.11%) .NET
4 3 (8.33%) .NET Framework
4 3 (8.33%) Ajax
4 3 (8.33%) CSS
4 3 (8.33%) HTML
4 3 (8.33%) JSON
4 3 (8.33%) XHTML
Miscellaneous
1 6 (16.67%) Analytical Skills
2 3 (8.33%) Management Information System
3 2 (5.56%) Greenfield Project
3 2 (5.56%) NHS
4 1 (2.78%) Driving Licence
Operating Systems
1 1 (2.78%) Windows
1 1 (2.78%) Windows 10
1 1 (2.78%) Windows 7
Processes & Methodologies
1 16 (44.44%) Business Intelligence
2 14 (38.89%) ETL
3 10 (27.78%) Agile Software Development
4 9 (25.00%) Data Architecture
4 9 (25.00%) Stakeholder Management
5 8 (22.22%) Analytics
6 7 (19.44%) Data Modelling
7 6 (16.67%) Data Mapping
7 6 (16.67%) Migration
8 5 (13.89%) Data Migration
8 5 (13.89%) Dimensional Modelling
8 5 (13.89%) Kimball Methodology
8 5 (13.89%) Performance Tuning
8 5 (13.89%) Project Delivery
8 5 (13.89%) Workshop Facilitation
9 4 (11.11%) E-Commerce
10 3 (8.33%) Business Analytics
10 3 (8.33%) Data Engineering
10 3 (8.33%) DevOps
10 3 (8.33%) ERP
Programming Languages
1 22 (61.11%) SQL
2 7 (19.44%) T-SQL
3 3 (8.33%) JavaScript
3 3 (8.33%) PowerShell
4 2 (5.56%) Java
4 2 (5.56%) Python
4 2 (5.56%) R
5 1 (2.78%) C#
5 1 (2.78%) PL/SQL
5 1 (2.78%) Scala
5 1 (2.78%) VB.NET
5 1 (2.78%) VBA
5 1 (2.78%) VBScript
Qualifications
1 4 (11.11%) Degree
2 3 (8.33%) Security Cleared
3 1 (2.78%) BPSS Clearance
3 1 (2.78%) Computer Science Degree
3 1 (2.78%) Microsoft Certification
Quality Assurance & Compliance
1 2 (5.56%) Data Quality
2 1 (2.78%) PMO
System Software
1 1 (2.78%) Active Directory
Vendors
1 9 (25.00%) Microsoft
2 8 (22.22%) Informatica
3 4 (11.11%) SAP
4 3 (8.33%) Cognos
4 3 (8.33%) Oracle
4 3 (8.33%) Tableau
5 1 (2.78%) Databricks
5 1 (2.78%) Google
5 1 (2.78%) McAfee
5 1 (2.78%) Workday