Period
to 22 November 2017

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 22 November 2017 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
22 Nov 2017
Same period 2016 Same period 2015
Rank 86 57 52
Rank change year-on-year -29 -5 +32
Contract jobs citing Data Warehouse 67 106 107
As % of all contract IT jobs advertised in the East Midlands 2.08% 3.21% 3.41%
As % of the Database & Business Intelligence category 10.53% 14.17% 14.82%
Number of daily rates quoted 49 86 84
East Midlands median daily rate £375 £413 £438
Median daily rate % change year-on-year -9.09% -5.71% +25.00%
10th Percentile £313 £255 £213
90th Percentile £575 £581 £575
England median daily rate £450 £438 £425
% change year-on-year +2.86% +2.94% +1.19%
Number of hourly rates quoted 3 0 0
East Midlands median hourly rate £14.97 - -
England median hourly rate £27.50 £42.00 £26.47
% change year-on-year -34.52% +58.67% -42.14%

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 636 748 722
As % of all contract IT jobs advertised in the East Midlands 19.77% 22.67% 23.03%
Number of daily rates quoted 402 459 451
East Midlands median daily rate £375 £400 £363
Median daily rate % change year-on-year -6.25% +10.34% +11.54%
10th Percentile £270 £250 £225
90th Percentile £538 £563 £519
England median daily rate £460 £425 £413
% change year-on-year +8.24% +3.03% +3.13%
Number of hourly rates quoted 28 7 17
East Midlands median hourly rate £41.25 £16.09 £18.00
Median hourly rate % change year-on-year +156.37% -10.61% -48.57%
10th Percentile £14.38 £12.35 £12.75
90th Percentile £58.56 £41.00 £40.75
England median hourly rate £31.75 £28.00 £27.89
% change year-on-year +13.39% +0.39% +13.84%

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 22 November 2017.

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 22 November 2017.

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 22 November 2017. 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 +1 25 £450 +44.00%
Derbyshire -3 14 £375 -17.81% 1
Northamptonshire -16 12 £315 -37.00% 1
Leicestershire -16 7 £375 -9.09% 1
Lincolnshire +1 6 £350 -8.50%
Data Warehouse
England

For the 6 months to 22 November 2017, IT contractor jobs citing Data Warehouse also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the East Midlands region with a requirement for Data Warehouse.

1 46 (68.66%) SQL
2 35 (52.24%) Business Intelligence
3 32 (47.76%) ETL
4 31 (46.27%) SQL Server
5 27 (40.30%) SQL Server Integration Services
6 26 (38.81%) Agile Software Development
7 16 (23.88%) Oracle
8 14 (20.90%) Analytical Skills
9 13 (19.40%) Data Modelling
10 12 (17.91%) SQL Server Reporting Services
10 12 (17.91%) Enterprise Architecture
11 11 (16.42%) T-SQL
12 10 (14.93%) C#
13 9 (13.43%) SQL Server Analysis Services
13 9 (13.43%) MongoDB
13 9 (13.43%) SDLC
13 9 (13.43%) Data Quality
14 8 (11.94%) SQL Server 2014
14 8 (11.94%) PowerShell
14 8 (11.94%) Multithreading
14 8 (11.94%) Microsoft
14 8 (11.94%) Informatica
14 8 (11.94%) .NET
15 7 (10.45%) TDD
15 7 (10.45%) Git (software)
15 7 (10.45%) Relational Database
15 7 (10.45%) Performance Tuning
15 7 (10.45%) Analytics
16 6 (8.96%) Big Data
16 6 (8.96%) Apache Hive

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 (5.97%) SharePoint
2 3 (4.48%) SAS
3 2 (2.99%) IIS
4 1 (1.49%) Apache Pig
Applications
1 3 (4.48%) Microsoft Excel
2 2 (2.99%) Microsoft Office
3 1 (1.49%) Mingle
3 1 (1.49%) Spreadsheet
3 1 (1.49%) SPSS
Business Applications
1 1 (1.49%) Oracle EBS
Cloud Services
1 5 (7.46%) Microsoft Azure
2 2 (2.99%) IaaS
3 1 (1.49%) Amazon AWS
3 1 (1.49%) Azure Data Factory
3 1 (1.49%) Azure Machine Learning
3 1 (1.49%) Google Cloud Platform
3 1 (1.49%) Trello
Communications & Networking
1 2 (2.99%) Internet
1 2 (2.99%) Network Security
2 1 (1.49%) SAN
Database & Business Intelligence
1 31 (46.27%) SQL Server
2 27 (40.30%) SQL Server Integration Services
3 12 (17.91%) SQL Server Reporting Services
4 9 (13.43%) MongoDB
4 9 (13.43%) SQL Server Analysis Services
5 8 (11.94%) SQL Server 2014
6 7 (10.45%) Relational Database
7 6 (8.96%) Apache Hive
7 6 (8.96%) Big Data
8 4 (5.97%) Oracle BI EE
8 4 (5.97%) Oracle Database
8 4 (5.97%) Power BI
8 4 (5.97%) PowerCenter
8 4 (5.97%) Snowflake Schema
8 4 (5.97%) SQL Server 2005
8 4 (5.97%) SQL Server 2012
9 3 (4.48%) Azure SQL Data Warehouse
9 3 (4.48%) Oracle Database 11g
9 3 (4.48%) QlikView
9 3 (4.48%) RDBMS
Development Applications
1 7 (10.45%) Git (software)
2 2 (2.99%) Subversion
2 2 (2.99%) Visual Studio
3 1 (1.49%) Team Foundation Server
3 1 (1.49%) Toad
General
1 6 (8.96%) Retail
2 4 (5.97%) Manufacturing
3 3 (4.48%) Finance
3 3 (4.48%) Pharmaceutical
3 3 (4.48%) Telecoms
4 2 (2.99%) Aerospace
4 2 (2.99%) Electronics
4 2 (2.99%) French Language
4 2 (2.99%) Italian Language
4 2 (2.99%) Marketing
4 2 (2.99%) Russian Language
4 2 (2.99%) Spanish Language
5 1 (1.49%) Banking
5 1 (1.49%) Legal
Job Titles
1 33 (49.25%) Developer
2 14 (20.90%) SSIS Developer
3 12 (17.91%) Business Intelligence Developer
4 10 (14.93%) Analyst
5 9 (13.43%) Architect
5 9 (13.43%) ETL Developer
6 8 (11.94%) SQL Developer
7 6 (8.96%) .NET Developer
8 5 (7.46%) Business Analyst
8 5 (7.46%) Informatica Developer
8 5 (7.46%) Informatica ETL Developer
9 4 (5.97%) Business Intelligence Business Analyst
9 4 (5.97%) Senior Business Intelligence Developer
9 4 (5.97%) Senior Developer
9 4 (5.97%) Solutions Architect
9 4 (5.97%) SQL BI Developer
9 4 (5.97%) SQL Server Developer
10 3 (4.48%) Consultant
10 3 (4.48%) Database Developer
10 3 (4.48%) Support Engineer
Libraries, Frameworks & Software Standards
1 8 (11.94%) .NET
2 5 (7.46%) LINQ
3 4 (5.97%) Dapper ORM
4 2 (2.99%) .NET Framework
4 2 (2.99%) Ajax
4 2 (2.99%) AngularJS
4 2 (2.99%) ASP.NET
4 2 (2.99%) XML
4 2 (2.99%) XSL
4 2 (2.99%) XSLT
5 1 (1.49%) MDX
5 1 (1.49%) Middleware
5 1 (1.49%) Oracle GoldenGate
Miscellaneous
1 14 (20.90%) Analytical Skills
2 4 (5.97%) Greenfield Project
3 2 (2.99%) Management Information System
3 2 (2.99%) NHS
3 2 (2.99%) Replication
4 1 (1.49%) Clustering
4 1 (1.49%) Computer Science
4 1 (1.49%) Data Structures
4 1 (1.49%) Enterprise Software
Operating Systems
1 2 (2.99%) VMS
2 1 (1.49%) Linux
2 1 (1.49%) Windows
Processes & Methodologies
1 35 (52.24%) Business Intelligence
2 32 (47.76%) ETL
3 26 (38.81%) Agile Software Development
4 13 (19.40%) Data Modelling
5 12 (17.91%) Enterprise Architecture
6 9 (13.43%) SDLC
7 8 (11.94%) Multithreading
8 7 (10.45%) Analytics
8 7 (10.45%) Performance Tuning
8 7 (10.45%) TDD
9 6 (8.96%) Scrum
10 5 (7.46%) Dimensional Modelling
10 5 (7.46%) Kimball Methodology
10 5 (7.46%) Multithreaded Programming
10 5 (7.46%) Stakeholder Management
10 5 (7.46%) Waterfall
11 4 (5.97%) Concurrent Programming
11 4 (5.97%) Data Mapping
11 4 (5.97%) ETL Development
11 4 (5.97%) Mentoring
Programming Languages
1 46 (68.66%) SQL
2 11 (16.42%) T-SQL
3 10 (14.93%) C#
4 8 (11.94%) PowerShell
5 6 (8.96%) Java
6 5 (7.46%) PL/SQL
7 4 (5.97%) R
8 3 (4.48%) C++
8 3 (4.48%) Perl
8 3 (4.48%) Python
9 2 (2.99%) VB
9 2 (2.99%) VB6
10 1 (1.49%) Data Analysis Expressions (DAX)
Qualifications
1 6 (8.96%) Security Cleared
2 2 (2.99%) Degree
3 1 (1.49%) ECDL
3 1 (1.49%) ISTQB
3 1 (1.49%) ISTQB Foundation Certification
Quality Assurance & Compliance
1 9 (13.43%) Data Quality
2 2 (2.99%) 21 CFR Part 11
2 2 (2.99%) CDISC
2 2 (2.99%) GxP
2 2 (2.99%) HL7
3 1 (1.49%) GDPR
3 1 (1.49%) QA
System Software
1 1 (1.49%) Oracle RAC
Systems Management
1 2 (2.99%) Systems Management Server (SMS)
2 1 (1.49%) Data Guard
2 1 (1.49%) Enterprise Manager Cloud Control
2 1 (1.49%) Oracle Enterprise Manager
Vendors
1 16 (23.88%) Oracle
2 8 (11.94%) Informatica
2 8 (11.94%) Microsoft
3 4 (5.97%) SAP
4 2 (2.99%) Tableau
5 1 (1.49%) Atlassian
5 1 (1.49%) Dell
5 1 (1.49%) Google
5 1 (1.49%) Hortonworks
5 1 (1.49%) HP