Period
to 23 April 2019

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 23 April 2019 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
23 Apr 2019
Same period 2018 Same period 2017
Rank 65 53 79
Rank change year-on-year -12 +26 -10
Contract jobs citing Data Warehouse 64 109 69
As % of all contract IT jobs advertised in the East Midlands 2.84% 3.66% 2.22%
As % of the Database & Business Intelligence category 11.81% 17.33% 9.76%
Number of daily rates quoted 44 72 45
East Midlands median daily rate £406 £360 £368
Median daily rate % change year-on-year +12.85% -2.04% -10.91%
10th Percentile £151 £289 £240
90th Percentile £515 £490 £565
England median daily rate £475 £450 £438
% change year-on-year +5.56% +2.86% +2.94%
Number of hourly rates quoted 5 6 0
East Midlands median hourly rate £14.00 £14.21 -
Median hourly rate % change year-on-year -1.50% - -
England median hourly rate £17.91 £26.55 £38.75
% change year-on-year -32.55% -31.49% +49.04%

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 542 629 707
As % of all contract IT jobs advertised in the East Midlands 24.08% 21.11% 22.76%
Number of daily rates quoted 408 371 455
East Midlands median daily rate £400 £388 £363
Median daily rate % change year-on-year +3.23% +6.90% +3.57%
10th Percentile £269 £270 £225
90th Percentile £541 £538 £525
England median daily rate £488 £475 £450
% change year-on-year +2.63% +5.56% +5.88%
Number of hourly rates quoted 10 13 8
East Midlands median hourly rate £16.14 £14.97 £34.50
Median hourly rate % change year-on-year +7.85% -56.62% +109.09%
10th Percentile £13.65 £13.20 £16.03
90th Percentile £35.70 £45.09 £57.00
England median hourly rate £35.00 £32.50 £29.00
% change year-on-year +7.69% +12.07% +13.99%

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 23 April 2019.

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 23 April 2019. 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 -6 23 £450 +12.50% 3
Leicestershire +14 17 £240 -25.58% 7
Northamptonshire -3 12 £355 +10.94% 1
Nottinghamshire +9 10 £400 +20.30% 3
Data Warehouse
England

For the 6 months to 23 April 2019, 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 44 (68.75%) Business Intelligence
2 32 (50.00%) ETL
3 24 (37.50%) SQL Server
4 23 (35.94%) Agile Software Development
5 21 (32.81%) SQL
6 20 (31.25%) Relational Database
7 18 (28.13%) Finance
8 16 (25.00%) SQL Server Integration Services
9 14 (21.88%) Retail
9 14 (21.88%) Microsoft
9 14 (21.88%) SQL Server Analysis Services
10 13 (20.31%) Power BI
10 13 (20.31%) Problem-Solving
10 13 (20.31%) Oracle
11 12 (18.75%) Data Modelling
11 12 (18.75%) NHS
11 12 (18.75%) SQL Server Reporting Services
11 12 (18.75%) Teradata
11 12 (18.75%) Analytics
12 11 (17.19%) Analytical Skills
13 10 (15.63%) Oracle Database 11g
13 10 (15.63%) Data Analysis
13 10 (15.63%) SAS
13 10 (15.63%) Oracle Database
14 9 (14.06%) Informatica
15 8 (12.50%) Microsoft Excel
15 8 (12.50%) Data Quality
15 8 (12.50%) Hadoop
15 8 (12.50%) Decision-Making
15 8 (12.50%) PMO

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 10 (15.63%) SAS
2 2 (3.13%) Apache Spark
3 1 (1.56%) Apache
3 1 (1.56%) Apache Airflow
3 1 (1.56%) SharePoint
3 1 (1.56%) Umbraco
Applications
1 8 (12.50%) Microsoft Excel
2 6 (9.38%) Microsoft PowerPoint
3 3 (4.69%) Microsoft Office
Business Applications
1 2 (3.13%) Workfront
2 1 (1.56%) Oracle ERP
Cloud Services
1 1 (1.56%) Amazon AWS
1 1 (1.56%) Cloud Computing
1 1 (1.56%) Google Cloud Platform
1 1 (1.56%) Microsoft Azure
Communications & Networking
1 2 (3.13%) 3G
1 2 (3.13%) VLAN
1 2 (3.13%) VPN
1 2 (3.13%) Wi-Fi
Database & Business Intelligence
1 24 (37.50%) SQL Server
2 20 (31.25%) Relational Database
3 16 (25.00%) SQL Server Integration Services
4 14 (21.88%) SQL Server Analysis Services
5 13 (20.31%) Power BI
6 12 (18.75%) SQL Server Reporting Services
7 10 (15.63%) Oracle Database
7 10 (15.63%) Oracle Database 11g
8 8 (12.50%) Hadoop
9 7 (10.94%) Big Data
9 7 (10.94%) SQL Server 2012
10 6 (9.38%) Apache Hive
10 6 (9.38%) Base SAS
10 6 (9.38%) DB2
10 6 (9.38%) DB2 UDB
10 6 (9.38%) Oracle Database 10g
10 6 (9.38%) PowerCenter
10 6 (9.38%) RDBMS
10 6 (9.38%) SQL Server 2005
10 6 (9.38%) SQL Server 2008
Development Applications
1 6 (9.38%) ER Studio
1 6 (9.38%) ERwin
2 3 (4.69%) JIRA
3 1 (1.56%) Git (software)
3 1 (1.56%) Moq
3 1 (1.56%) NUnit
General
1 18 (28.13%) Finance
2 14 (21.88%) Retail
3 6 (9.38%) Legal
4 5 (7.81%) Marketing
5 4 (6.25%) Electronics
5 4 (6.25%) Manufacturing
5 4 (6.25%) Telecoms
6 1 (1.56%) Aerospace
6 1 (1.56%) Banking
Job Titles
1 31 (48.44%) Developer
2 11 (17.19%) Business Intelligence Developer
2 11 (17.19%) Data Warehouse Developer
3 9 (14.06%) SQL Developer
4 8 (12.50%) Analyst
5 6 (9.38%) Informatica Developer
5 6 (9.38%) SAS Analyst
6 5 (7.81%) ETL Developer
6 5 (7.81%) Informatica ETL Developer
6 5 (7.81%) Power BI Developer
6 5 (7.81%) Scrum Master
7 4 (6.25%) Consultant
7 4 (6.25%) SAS Consultant
7 4 (6.25%) Support Engineer
8 3 (4.69%) SQL BI Developer
8 3 (4.69%) SSRS Developer
9 2 (3.13%) Desktop Support
9 2 (3.13%) IT Engineer
9 2 (3.13%) IT Support
9 2 (3.13%) Microsoft BI Developer
Libraries, Frameworks & Software Standards
1 7 (10.94%) Web Services
2 6 (9.38%) XML
3 3 (4.69%) .NET
4 2 (3.13%) MDX
5 1 (1.56%) .NET Framework
5 1 (1.56%) AngularJS
5 1 (1.56%) ASP.NET
5 1 (1.56%) ASP.NET Web Forms
5 1 (1.56%) CSS
5 1 (1.56%) CSS3
5 1 (1.56%) Entity Framework
5 1 (1.56%) HTML
5 1 (1.56%) jQuery
5 1 (1.56%) KnockoutJS
5 1 (1.56%) LESS
5 1 (1.56%) PySpark
5 1 (1.56%) Sass
5 1 (1.56%) Velocity
5 1 (1.56%) WCF
5 1 (1.56%) WinForms
Miscellaneous
1 12 (18.75%) NHS
2 11 (17.19%) Analytical Skills
3 2 (3.13%) Self-Motivation
4 1 (1.56%) Data Structures
4 1 (1.56%) Freedom of Information
4 1 (1.56%) Freedom of Information Act
4 1 (1.56%) Greenfield Project
4 1 (1.56%) Management Information System
Operating Systems
1 5 (7.81%) Windows
2 4 (6.25%) Unix
3 3 (4.69%) Windows Server
4 2 (3.13%) Windows 10
4 2 (3.13%) Windows 7
Processes & Methodologies
1 44 (68.75%) Business Intelligence
2 32 (50.00%) ETL
3 23 (35.94%) Agile Software Development
4 13 (20.31%) Problem-Solving
5 12 (18.75%) Analytics
5 12 (18.75%) Data Modelling
6 10 (15.63%) Data Analysis
7 8 (12.50%) Decision-Making
8 7 (10.94%) Computer Science
8 7 (10.94%) Data Privacy
9 6 (9.38%) Data Visualisation
9 6 (9.38%) Scrum
9 6 (9.38%) Visualisation
10 5 (7.81%) Data Cleansing
10 5 (7.81%) Sprint Planning
10 5 (7.81%) Sprint Retrospective
10 5 (7.81%) Sprint Review
11 4 (6.25%) Acceptance Criteria
11 4 (6.25%) Data Protection
11 4 (6.25%) Story Points
Programming Languages
1 21 (32.81%) SQL
2 6 (9.38%) VBA
3 5 (7.81%) T-SQL
4 4 (6.25%) Python
5 3 (4.69%) C#
5 3 (4.69%) Data Analysis Expressions (DAX)
5 3 (4.69%) PL/SQL
6 1 (1.56%) Java
6 1 (1.56%) JavaScript
6 1 (1.56%) PHP
6 1 (1.56%) R
6 1 (1.56%) RPG
6 1 (1.56%) RPG IV
6 1 (1.56%) VB.NET
Qualifications
1 8 (12.50%) BPSS Clearance
2 7 (10.94%) Degree
2 7 (10.94%) Security Cleared
3 6 (9.38%) Computer Science Degree
3 6 (9.38%) Master's Degree
4 5 (7.81%) SC Cleared
5 1 (1.56%) PhD
Quality Assurance & Compliance
1 8 (12.50%) Data Quality
1 8 (12.50%) PMO
2 1 (1.56%) GDPR
2 1 (1.56%) QA
System Software
1 7 (10.94%) Active Directory
2 2 (3.13%) Firmware
Vendors
1 14 (21.88%) Microsoft
2 13 (20.31%) Oracle
3 12 (18.75%) Teradata
4 9 (14.06%) Informatica
5 6 (9.38%) Netezza
5 6 (9.38%) SAP
6 3 (4.69%) Tableau
7 2 (3.13%) Aerohive Networks
7 2 (3.13%) Cognos
7 2 (3.13%) HP
7 2 (3.13%) McAfee
8 1 (1.56%) Cloudera
8 1 (1.56%) Google
8 1 (1.56%) Hortonworks
8 1 (1.56%) IBM