Period
to 13 December 2018

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 13 December 2018 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
13 Dec 2018
Same period 2017 Same period 2016
Rank 68 77 55
Rank change year-on-year +9 -22 -3
Contract jobs citing Data Warehouse 78 74 104
As % of all contract IT jobs advertised in the East Midlands 2.90% 2.31% 3.23%
As % of the Database & Business Intelligence category 13.04% 11.82% 14.36%
Number of daily rates quoted 53 54 84
East Midlands median daily rate £400 £375 £413
Median daily rate % change year-on-year +6.67% -9.09% -5.71%
10th Percentile £212 £313 £250
90th Percentile £550 £560 £584
England median daily rate £450 £450 £438
% change year-on-year - +2.86% +2.94%
Number of hourly rates quoted 3 5 0
East Midlands median hourly rate £14.00 £14.97 -
Median hourly rate % change year-on-year -6.45% - -
England median hourly rate £18.50 £27.00 £41.00
% change year-on-year -31.48% -34.15% +61.16%

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 598 626 724
As % of all contract IT jobs advertised in the East Midlands 22.23% 19.56% 22.48%
Number of daily rates quoted 411 401 442
East Midlands median daily rate £400 £375 £400
Median daily rate % change year-on-year +6.67% -6.25% +10.34%
10th Percentile £275 £270 £231
90th Percentile £550 £538 £550
England median daily rate £475 £463 £425
% change year-on-year +2.70% +8.82% +1.19%
Number of hourly rates quoted 14 27 6
East Midlands median hourly rate £36.25 £37.50 £19.50
Median hourly rate % change year-on-year -3.33% +92.31% +25.81%
10th Percentile £14.00 £13.70 £12.25
90th Percentile £49.25 £59.13 £41.25
England median hourly rate £35.00 £32.25 £27.50
% change year-on-year +8.53% +17.27% -

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 13 December 2018.

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 13 December 2018. 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
Derbyshire +20 26 £425 +13.33% 2
Nottinghamshire -2 24 £325 -23.53% 5
Leicestershire +19 16 £425 +13.33% 9
Northamptonshire -15 7 £400 +26.98% 10
Data Warehouse
England

For the 6 months to 13 December 2018, 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 45 (57.69%) Business Intelligence
2 37 (47.44%) SQL
3 34 (43.59%) SQL Server
4 31 (39.74%) Microsoft
5 29 (37.18%) Relational Database
6 27 (34.62%) Agile Software Development
7 26 (33.33%) Oracle
8 25 (32.05%) ETL
9 23 (29.49%) SQL Server Integration Services
10 21 (26.92%) Retail
11 20 (25.64%) SQL Server Analysis Services
12 18 (23.08%) Dimensional Modelling
13 16 (20.51%) Visualisation
13 16 (20.51%) SQL Server Reporting Services
13 16 (20.51%) Data Modelling
14 14 (17.95%) T-SQL
15 13 (16.67%) Microsoft Excel
15 13 (16.67%) Oracle Database 11g
15 13 (16.67%) Translating Business Requirements
15 13 (16.67%) Data Visualisation
15 13 (16.67%) Oracle Database
16 12 (15.38%) Web Services
16 12 (15.38%) Finance
17 11 (14.10%) Informatica
17 11 (14.10%) RDBMS
17 11 (14.10%) Data Analysis Expressions (DAX)
17 11 (14.10%) Power BI
17 11 (14.10%) SQL Server 2016
17 11 (14.10%) Analytical Skills
17 11 (14.10%) MDX

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 5 (6.41%) SharePoint
2 3 (3.85%) Apache Pig
2 3 (3.85%) SharePoint Server
3 2 (2.56%) SAS
3 2 (2.56%) Umbraco
Applications
1 13 (16.67%) Microsoft Excel
2 4 (5.13%) Microsoft Office
Business Applications
1 3 (3.85%) JDE EnterpriseOne
2 2 (2.56%) Oracle ERP
3 1 (1.28%) Oracle EBS
Cloud Services
1 9 (11.54%) Microsoft Azure
2 3 (3.85%) IaaS
Communications & Networking
1 2 (2.56%) 3G
1 2 (2.56%) Firewall
1 2 (2.56%) VPN
2 1 (1.28%) Cisco Firepower
2 1 (1.28%) Internet
2 1 (1.28%) SMS
Database & Business Intelligence
1 34 (43.59%) SQL Server
2 29 (37.18%) Relational Database
3 23 (29.49%) SQL Server Integration Services
4 20 (25.64%) SQL Server Analysis Services
5 16 (20.51%) SQL Server Reporting Services
6 13 (16.67%) Oracle Database
6 13 (16.67%) Oracle Database 11g
7 11 (14.10%) Power BI
7 11 (14.10%) RDBMS
7 11 (14.10%) SQL Server 2016
8 10 (12.82%) SQL Server 2012
8 10 (12.82%) SQL Server 2014
9 8 (10.26%) DB2
9 8 (10.26%) DB2 UDB
9 8 (10.26%) Oracle Database 10g
9 8 (10.26%) QlikView
9 8 (10.26%) Snowflake Schema
9 8 (10.26%) SQL Server 2005
9 8 (10.26%) SQL Server 2008
10 7 (8.97%) PowerCenter
Development Applications
1 5 (6.41%) Visual Studio
2 3 (3.85%) Team Foundation Server
3 2 (2.56%) ERwin
3 2 (2.56%) Git (software)
3 2 (2.56%) JIRA
3 2 (2.56%) Moq
3 2 (2.56%) NUnit
3 2 (2.56%) Toad
General
1 21 (26.92%) Retail
2 12 (15.38%) Finance
3 3 (3.85%) Marketing
4 2 (2.56%) Law
5 1 (1.28%) Banking
5 1 (1.28%) Billing
5 1 (1.28%) Investment Banking
5 1 (1.28%) Legal
Job Titles
1 45 (57.69%) Developer
2 15 (19.23%) Business Intelligence Developer
3 9 (11.54%) Informatica Developer
4 8 (10.26%) Report Developer
5 5 (6.41%) Data Warehouse Manager
5 5 (6.41%) PHP Developer
5 5 (6.41%) Support Engineer
6 4 (5.13%) Administrator
6 4 (5.13%) Agile Developer
6 4 (5.13%) Data Modeller
6 4 (5.13%) Developer/Software Engineer
6 4 (5.13%) MySQL Developer
6 4 (5.13%) PHP MySQL Developer
6 4 (5.13%) PHP Software Engineer
6 4 (5.13%) Software Engineer
7 3 (3.85%) Business Intelligence Manager
7 3 (3.85%) C# .NET Developer
7 3 (3.85%) Data Manager
7 3 (3.85%) Data Warehouse Project Manager
7 3 (3.85%) SQL Developer
Libraries, Frameworks & Software Standards
1 12 (15.38%) Web Services
2 11 (14.10%) MDX
3 8 (10.26%) XML
4 5 (6.41%) .NET
4 5 (6.41%) LDAP
4 5 (6.41%) SAML
5 3 (3.85%) CSS
5 3 (3.85%) HTML
6 2 (2.56%) .NET Framework
6 2 (2.56%) AngularJS
6 2 (2.56%) ASP.NET
6 2 (2.56%) ASP.NET MVC
6 2 (2.56%) CSS3
6 2 (2.56%) Entity Framework
6 2 (2.56%) HTML5
6 2 (2.56%) jQuery
6 2 (2.56%) KnockoutJS
6 2 (2.56%) Sass
6 2 (2.56%) WCF
6 2 (2.56%) WinForms
Miscellaneous
1 11 (14.10%) Analytical Skills
2 10 (12.82%) NHS
3 5 (6.41%) Self-Motivation
4 2 (2.56%) Data Structures
4 2 (2.56%) FMCG
4 2 (2.56%) Mainframe
4 2 (2.56%) Management Information System
5 1 (1.28%) Data Centre
Operating Systems
1 3 (3.85%) VMS
1 3 (3.85%) Windows
2 2 (2.56%) Windows 10
2 2 (2.56%) Windows 7
3 1 (1.28%) Windows Server
Processes & Methodologies
1 45 (57.69%) Business Intelligence
2 27 (34.62%) Agile Software Development
3 25 (32.05%) ETL
4 18 (23.08%) Dimensional Modelling
5 16 (20.51%) Data Modelling
5 16 (20.51%) Visualisation
6 13 (16.67%) Data Visualisation
6 13 (16.67%) Translating Business Requirements
7 10 (12.82%) Data Integration
7 10 (12.82%) Logical Data Model
7 10 (12.82%) Physical Data Model
8 9 (11.54%) Performance Monitoring
8 9 (11.54%) Scrum
8 9 (11.54%) Unit Testing
9 8 (10.26%) Analytics
9 8 (10.26%) Computer Science
9 8 (10.26%) Data Acquisition
10 7 (8.97%) Data Analysis
10 7 (8.97%) Problem-Solving
10 7 (8.97%) Project Management
Programming Languages
1 37 (47.44%) SQL
2 14 (17.95%) T-SQL
3 11 (14.10%) Data Analysis Expressions (DAX)
4 8 (10.26%) PowerShell
5 6 (7.69%) PL/SQL
6 5 (6.41%) C#
6 5 (6.41%) PHP
7 3 (3.85%) VB
8 2 (2.56%) JavaScript
8 2 (2.56%) VB.NET
9 1 (1.28%) Java
9 1 (1.28%) VBA
Qualifications
1 8 (10.26%) Computer Science Degree
1 8 (10.26%) Degree
1 8 (10.26%) Master's Degree
2 7 (8.97%) Security Cleared
3 6 (7.69%) SC Cleared
4 3 (3.85%) BPSS Clearance
4 3 (3.85%) MCSE
4 3 (3.85%) Microsoft Certification
Quality Assurance & Compliance
1 7 (8.97%) PMO
2 6 (7.69%) Data Quality
3 3 (3.85%) GDPR
4 2 (2.56%) ISO 9001
4 2 (2.56%) ISO 9002
4 2 (2.56%) TickIT
System Software
1 8 (10.26%) Active Directory
Systems Management
1 1 (1.28%) McAfee ePO
Vendors
1 31 (39.74%) Microsoft
2 26 (33.33%) Oracle
3 11 (14.10%) Informatica
4 9 (11.54%) SAP
5 8 (10.26%) Netezza
5 8 (10.26%) Teradata
6 3 (3.85%) JD Edwards
6 3 (3.85%) McAfee
6 3 (3.85%) ServiceNow
6 3 (3.85%) Tableau
7 2 (2.56%) Ab Initio
7 2 (2.56%) Cognos
7 2 (2.56%) F5
7 2 (2.56%) Greenplum
8 1 (1.28%) Alteryx
8 1 (1.28%) Cisco
8 1 (1.28%) JDA
8 1 (1.28%) RedPrairie
8 1 (1.28%) Talend
8 1 (1.28%) TIBCO