Job Vacancy Trend Daily Rate Trend Daily Rate Histogram Hourly Rate Trend Hourly Rate Histogram Job Locations Skill Sets
Period
to 15 October 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 15 October 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
15 Oct 2018		 Same period 2017 Same period 2016
Rank 58 86 55
Rank change year-on-year +28 -31 -4
Contract jobs citing Data Warehouse 96 57 104
As % of all contract IT jobs advertised in the East Midlands 3.48% 1.88% 3.23%
As % of the Database & Business Intelligence category 15.95% 9.27% 14.59%
Number of daily rates quoted 64 34 87
East Midlands median daily rate £394 £400 £413
Median daily rate % change year-on-year -1.56% -3.03% -2.94%
10th Percentile £268 £315 £269
90th Percentile £500 £575 £600
England median daily rate £450 £450 £425
% change year-on-year - +5.88% -
Number of hourly rates quoted 2 1 0
East Midlands median hourly rate £29.25 £42.50 -
Median hourly rate % change year-on-year -31.18% - -
England median hourly rate £22.00 £27.00 £38.75
% change year-on-year -18.52% -30.32% +29.17%

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 602 615 713
As % of all contract IT jobs advertised in the East Midlands 21.85% 20.33% 22.13%
Number of daily rates quoted 397 391 446
East Midlands median daily rate £388 £375 £400
Median daily rate % change year-on-year +3.33% -6.25% +14.29%
10th Percentile £288 £270 £250
90th Percentile £550 £525 £557
England median daily rate £475 £450 £425
% change year-on-year +5.56% +5.88% +6.25%
Number of hourly rates quoted 16 30 8
East Midlands median hourly rate £40.00 £45.00 £16.09
Median hourly rate % change year-on-year -11.11% +179.68% -10.61%
10th Percentile £15.13 £18.28 £12.58
90th Percentile £49.38 £63.00 £40.75
England median hourly rate £32.00 £30.50 £28.50
% change year-on-year +4.92% +7.02% +3.64%

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 15 October 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
Contractor Hourly Rate Histogram in the East Midlands

The hourly rate distribution of IT jobs citing Data Warehouse in the East Midlands over the 6 months to 15 October 2018.

Contractor hourly rate histogram 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 15 October 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
Nottinghamshire +11 31 £375 -13.29% 11
Derbyshire +32 30 £425 +15.25% 5
Northamptonshire -7 18 £350 +11.11% 5
Leicestershire +10 11 £320 -14.67% 3
Data Warehouse
England

For the 6 months to 15 October 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 60 (62.50%) Business Intelligence
2 56 (58.33%) SQL
3 37 (38.54%) Oracle
4 36 (37.50%) ETL
5 35 (36.46%) Microsoft
6 34 (35.42%) SQL Server
6 34 (35.42%) Agile Software Development
7 32 (33.33%) Relational Database
8 20 (20.83%) Analytical Skills
8 20 (20.83%) SQL Server Integration Services
9 18 (18.75%) Microsoft Azure
10 16 (16.67%) QlikView
10 16 (16.67%) Dimensional Modelling
10 16 (16.67%) Data Modelling
11 15 (15.63%) T-SQL
11 15 (15.63%) XML
11 15 (15.63%) Data Integration
11 15 (15.63%) SQL Server Reporting Services
11 15 (15.63%) Oracle Database
11 15 (15.63%) Analytics
12 14 (14.58%) Power BI
12 14 (14.58%) Retail
12 14 (14.58%) SQL Server Analysis Services
12 14 (14.58%) Visualisation
12 14 (14.58%) PL/SQL
12 14 (14.58%) Informatica
12 14 (14.58%) Finance
13 13 (13.54%) RDBMS
13 13 (13.54%) Qlik Sense
14 12 (12.50%) SQL Server 2014

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 6 (6.25%) SharePoint
2 5 (5.21%) SAS
3 1 (1.04%) Apache Pig
3 1 (1.04%) SharePoint 2013
3 1 (1.04%) SharePoint Server
3 1 (1.04%) Umbraco
Applications
1 12 (12.50%) Microsoft Excel
2 3 (3.13%) Microsoft Office
Business Applications
1 6 (6.25%) JDE EnterpriseOne
2 1 (1.04%) Oracle EBS
2 1 (1.04%) Oracle ERP
2 1 (1.04%) SAP ERP
Cloud Services
1 18 (18.75%) Microsoft Azure
2 5 (5.21%) IaaS
3 1 (1.04%) Amazon AWS
3 1 (1.04%) Office 365
Communications & Networking
1 5 (5.21%) FTP
1 5 (5.21%) SAN
2 4 (4.17%) Firewall
3 3 (3.13%) Cisco Firepower
4 1 (1.04%) Internet
4 1 (1.04%) SMS
Database & Business Intelligence
1 34 (35.42%) SQL Server
2 32 (33.33%) Relational Database
3 20 (20.83%) SQL Server Integration Services
4 16 (16.67%) QlikView
5 15 (15.63%) Oracle Database
5 15 (15.63%) SQL Server Reporting Services
6 14 (14.58%) Power BI
6 14 (14.58%) SQL Server Analysis Services
7 13 (13.54%) Qlik Sense
7 13 (13.54%) RDBMS
8 12 (12.50%) SQL Server 2014
8 12 (12.50%) SQL Server 2016
9 11 (11.46%) SQL Server 2012
10 10 (10.42%) Hadoop
10 10 (10.42%) Oracle Database 11g
11 9 (9.38%) Oracle BI EE
11 9 (9.38%) SQL Server 2005
12 8 (8.33%) DB2 UDB
12 8 (8.33%) Snowflake Schema
12 8 (8.33%) SQL Server 2008
Development Applications
1 10 (10.42%) Visual Studio
2 4 (4.17%) ERwin
2 4 (4.17%) Team Foundation Server
2 4 (4.17%) Toad
3 1 (1.04%) Git (software)
3 1 (1.04%) JIRA
3 1 (1.04%) Moq
3 1 (1.04%) NUnit
3 1 (1.04%) SQL Server Management Studio (SSMS)
3 1 (1.04%) Visual Studio Team System
General
1 14 (14.58%) Finance
1 14 (14.58%) Retail
2 3 (3.13%) Legal
3 2 (2.08%) Law
3 2 (2.08%) Marketing
4 1 (1.04%) Aerospace
4 1 (1.04%) Banking
4 1 (1.04%) Billing
4 1 (1.04%) Investment Banking
4 1 (1.04%) Manufacturing
Job Titles
1 48 (50.00%) Developer
2 19 (19.79%) Business Intelligence Developer
3 12 (12.50%) Analyst
4 9 (9.38%) Informatica Developer
5 7 (7.29%) Business Analyst
6 6 (6.25%) Report Developer
6 6 (6.25%) SQL Developer
7 5 (5.21%) Business Intelligence Specialist
7 5 (5.21%) Data Engineer
8 4 (4.17%) Administrator
8 4 (4.17%) Data Modeller
8 4 (4.17%) Data Warehouse Developer
8 4 (4.17%) ETL Developer
9 3 (3.13%) Architect
9 3 (3.13%) Consultant
9 3 (3.13%) Data Analyst
9 3 (3.13%) Data Warehouse Manager
9 3 (3.13%) OBIEE Specialist
9 3 (3.13%) PHP Developer
9 3 (3.13%) QlikView Specialist
Libraries, Frameworks & Software Standards
1 15 (15.63%) XML
2 11 (11.46%) MDX
3 10 (10.42%) Web Services
4 7 (7.29%) HTML
5 6 (6.25%) .NET
5 6 (6.25%) CSS
6 5 (5.21%) LDAP
6 5 (5.21%) Oracle GoldenGate
6 5 (5.21%) Oracle Streams
6 5 (5.21%) SAML
7 2 (2.08%) ASP.NET
7 2 (2.08%) JSON
8 1 (1.04%) .NET Framework
8 1 (1.04%) CSS3
8 1 (1.04%) Entity Framework
8 1 (1.04%) jQuery
8 1 (1.04%) KnockoutJS
8 1 (1.04%) WCF
8 1 (1.04%) WinForms
8 1 (1.04%) WPF
Miscellaneous
1 20 (20.83%) Analytical Skills
2 8 (8.33%) Computer Science
3 7 (7.29%) Management Information System
4 5 (5.21%) Data Structures
4 5 (5.21%) NHS
5 4 (4.17%) Self-Motivation
6 3 (3.13%) Data Centre
6 3 (3.13%) Greenfield Project
6 3 (3.13%) User Experience
7 2 (2.08%) FMCG
7 2 (2.08%) Mainframe
8 1 (1.04%) Replication
Operating Systems
1 9 (9.38%) Unix
2 6 (6.25%) Linux
2 6 (6.25%) Windows
3 5 (5.21%) VMS
3 5 (5.21%) Windows Server
3 5 (5.21%) Windows Server 2003
4 1 (1.04%) Windows XP
Processes & Methodologies
1 60 (62.50%) Business Intelligence
2 36 (37.50%) ETL
3 34 (35.42%) Agile Software Development
4 16 (16.67%) Data Modelling
4 16 (16.67%) Dimensional Modelling
5 15 (15.63%) Analytics
5 15 (15.63%) Data Integration
6 14 (14.58%) Visualisation
7 10 (10.42%) Data Visualisation
7 10 (10.42%) Performance Monitoring
7 10 (10.42%) Unit Testing
8 9 (9.38%) Translating Business Requirements
9 8 (8.33%) Data Acquisition
9 8 (8.33%) ITIL
9 8 (8.33%) Logical Data Model
9 8 (8.33%) Physical Data Model
9 8 (8.33%) Scrum
10 7 (7.29%) Data Analysis
10 7 (7.29%) Stakeholder Management
11 5 (5.21%) Business Analysis
Programming Languages
1 56 (58.33%) SQL
2 15 (15.63%) T-SQL
3 14 (14.58%) PL/SQL
4 10 (10.42%) Data Analysis Expressions (DAX)
4 10 (10.42%) PowerShell
5 6 (6.25%) C#
5 6 (6.25%) JavaScript
6 5 (5.21%) R
7 4 (4.17%) Java
8 3 (3.13%) PHP
9 2 (2.08%) Bash Shell
9 2 (2.08%) Python
9 2 (2.08%) VBA
10 1 (1.04%) VB
10 1 (1.04%) VB.NET
Qualifications
1 8 (8.33%) Computer Science Degree
1 8 (8.33%) Degree
1 8 (8.33%) Master's Degree
2 7 (7.29%) Security Cleared
3 6 (6.25%) SC Cleared
4 4 (4.17%) BPSS Clearance
5 1 (1.04%) BC Cleared
5 1 (1.04%) DBS Check
5 1 (1.04%) DV Cleared
5 1 (1.04%) ISEB
5 1 (1.04%) ISTQB
5 1 (1.04%) MCSE
5 1 (1.04%) Microsoft Certification
Quality Assurance & Compliance
1 7 (7.29%) Data Quality
2 5 (5.21%) GDPR
2 5 (5.21%) PMO
3 2 (2.08%) ISO 9001
3 2 (2.08%) ISO 9002
3 2 (2.08%) TickIT
4 1 (1.04%) QA
System Software
1 6 (6.25%) Active Directory
Systems Management
1 3 (3.13%) McAfee ePO
2 1 (1.04%) Systems Management Server (SMS)
Vendors
1 37 (38.54%) Oracle
2 35 (36.46%) Microsoft
3 14 (14.58%) Informatica
4 10 (10.42%) SAP
4 10 (10.42%) Tableau
5 8 (8.33%) Netezza
5 8 (8.33%) Teradata
6 6 (6.25%) Alteryx
6 6 (6.25%) JD Edwards
7 5 (5.21%) ServiceNow
8 4 (4.17%) F5
8 4 (4.17%) TIBCO
9 3 (3.13%) Ab Initio
9 3 (3.13%) Cisco
9 3 (3.13%) McAfee
9 3 (3.13%) Talend
10 2 (2.08%) Greenplum
10 2 (2.08%) Hyperion
11 1 (1.04%) JDA
11 1 (1.04%) RedPrairie