Period
to 18 February 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 18 February 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
18 Feb 2018
Same period 2017 Same period 2016
Rank 70 61 66
Rank change year-on-year -9 +5 -5
Contract jobs citing Data Warehouse 77 89 80
As % of all contract IT jobs advertised in the East Midlands 2.60% 2.82% 2.54%
As % of the Database & Business Intelligence category 12.79% 12.23% 11.61%
Number of daily rates quoted 56 69 61
East Midlands median daily rate £328 £375 £413
Median daily rate % change year-on-year -12.67% -9.09% +3.13%
10th Percentile £230 £248 £313
90th Percentile £505 £575 £550
England median daily rate £450 £438 £425
% change year-on-year +2.86% +2.94% -
Number of hourly rates quoted 6 0 0
East Midlands median hourly rate £14.56 - -
England median hourly rate £27.00 £39.38 £26.93
% change year-on-year -31.43% +46.24% -31.84%

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 602 728 689
As % of all contract IT jobs advertised in the East Midlands 20.37% 23.08% 21.90%
Number of daily rates quoted 372 469 409
East Midlands median daily rate £386 £375 £363
Median daily rate % change year-on-year +3.00% +3.45% +11.54%
10th Percentile £270 £200 £256
90th Percentile £538 £538 £528
England median daily rate £475 £438 £425
% change year-on-year +8.57% +2.94% +6.25%
Number of hourly rates quoted 28 5 13
East Midlands median hourly rate £36.00 £19.00 £17.50
Median hourly rate % change year-on-year +89.47% +8.57% -17.65%
10th Percentile £13.78 £13.70 £11.40
90th Percentile £58.56 £33.30 £42.15
England median hourly rate £35.00 £26.50 £27.50
% change year-on-year +32.08% -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 18 February 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 18 February 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 18 February 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 +16 31 £396 -22.73% 7
Nottinghamshire -14 21 £330 +5.60% 12
Northamptonshire -2 12 £315 -33.68% 6
Lincolnshire +4 6 £275 -
Leicestershire +2 5 £475 +18.75% 3
Data Warehouse
England

For the 6 months to 18 February 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 51 (66.23%) SQL
2 35 (45.45%) ETL
3 33 (42.86%) SQL Server
4 31 (40.26%) SQL Server Integration Services
5 29 (37.66%) Business Intelligence
6 25 (32.47%) Agile Software Development
7 21 (27.27%) Oracle
8 18 (23.38%) Analytics
9 17 (22.08%) Data Quality
10 16 (20.78%) Manufacturing
11 14 (18.18%) Analytical Skills
11 14 (18.18%) Informatica
11 14 (18.18%) R
12 13 (16.88%) PowerCenter
12 13 (16.88%) Python
13 12 (15.58%) C#
13 12 (15.58%) Microsoft
13 12 (15.58%) Security Cleared
14 11 (14.29%) User Acceptance Testing
14 11 (14.29%) Data Analytics
15 10 (12.99%) PLM
15 10 (12.99%) NHS
15 10 (12.99%) .NET
15 10 (12.99%) Big Data
15 10 (12.99%) Oracle Database
15 10 (12.99%) Retail
15 10 (12.99%) Enterprise Architecture
15 10 (12.99%) Apache Spark
15 10 (12.99%) Data Engineering
15 10 (12.99%) 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 10 (12.99%) Apache Spark
2 3 (3.90%) SAS
3 2 (2.60%) IIS
4 1 (1.30%) Umbraco
Applications
1 3 (3.90%) Spreadsheet
2 2 (2.60%) SPSS
3 1 (1.30%) Microsoft Office
Business Applications
1 1 (1.30%) Oracle EBS
Cloud Services
1 9 (11.69%) Microsoft Azure
2 5 (6.49%) IaaS
3 2 (2.60%) Google Cloud Platform
4 1 (1.30%) Amazon AWS
4 1 (1.30%) Azure Active Directory
4 1 (1.30%) Azure Data Factory
4 1 (1.30%) Cloud Computing
Communications & Networking
1 4 (5.19%) Network Security
2 2 (2.60%) Internet
3 1 (1.30%) LAN
3 1 (1.30%) SAN
3 1 (1.30%) WAN
Database & Business Intelligence
1 33 (42.86%) SQL Server
2 31 (40.26%) SQL Server Integration Services
3 13 (16.88%) PowerCenter
4 10 (12.99%) Big Data
4 10 (12.99%) Oracle Database
4 10 (12.99%) SQL Server 2014
5 9 (11.69%) SQL Server Analysis Services
6 8 (10.39%) MongoDB
6 8 (10.39%) Oracle Database 11g
7 7 (9.09%) Azure SQL Database
7 7 (9.09%) Relational Database
8 6 (7.79%) Azure SQL Data Warehouse
8 6 (7.79%) SQL Server 2012
8 6 (7.79%) SQL Server Reporting Services
9 5 (6.49%) Oracle BI EE
9 5 (6.49%) RDBMS
10 4 (5.19%) Apache Hive
10 4 (5.19%) Oracle ODI
10 4 (5.19%) Power BI
11 3 (3.90%) Oracle Database 12c
Development Applications
1 8 (10.39%) Git (software)
2 2 (2.60%) JIRA
2 2 (2.60%) Subversion
2 2 (2.60%) Team Foundation Server
2 2 (2.60%) Visual Studio
3 1 (1.30%) Moq
3 1 (1.30%) NUnit
3 1 (1.30%) Rational Rhapsody
3 1 (1.30%) Toad
General
1 16 (20.78%) Manufacturing
2 10 (12.99%) Retail
3 7 (9.09%) Aerospace
4 4 (5.19%) Telecoms
5 3 (3.90%) Finance
5 3 (3.90%) Pharmaceutical
6 2 (2.60%) Electronics
6 2 (2.60%) Marketing
7 1 (1.30%) Banking
7 1 (1.30%) Legal
Job Titles
1 32 (41.56%) Developer
2 16 (20.78%) SSIS Developer
3 13 (16.88%) Business Intelligence Developer
4 11 (14.29%) Analyst
5 10 (12.99%) Data Engineer
5 10 (12.99%) SQL Developer
6 9 (11.69%) Architect
7 8 (10.39%) Support Engineer
8 7 (9.09%) .NET Developer
8 7 (9.09%) SQL Server Developer
9 6 (7.79%) SSAS Developer
10 5 (6.49%) Cloud Engineer
10 5 (6.49%) Data Warehouse Developer
10 5 (6.49%) Database Developer
10 5 (6.49%) ETL Developer
10 5 (6.49%) SQL Database Developer
11 4 (5.19%) Consultant
11 4 (5.19%) Data Warehouse Analyst
11 4 (5.19%) Information Analyst
12 3 (3.90%) Solutions Architect
Libraries, Frameworks & Software Standards
1 10 (12.99%) .NET
2 5 (6.49%) LINQ
3 4 (5.19%) Dapper ORM
4 3 (3.90%) .NET Framework
4 3 (3.90%) AngularJS
4 3 (3.90%) ASP.NET
5 2 (2.60%) Ajax
5 2 (2.60%) Middleware
5 2 (2.60%) XML
5 2 (2.60%) XSL
5 2 (2.60%) XSLT
6 1 (1.30%) CSS3
6 1 (1.30%) Entity Framework
6 1 (1.30%) jQuery
6 1 (1.30%) KnockoutJS
6 1 (1.30%) LESS
6 1 (1.30%) MDX
6 1 (1.30%) REST
6 1 (1.30%) Sass
6 1 (1.30%) WCF
Miscellaneous
1 14 (18.18%) Analytical Skills
2 10 (12.99%) NHS
3 4 (5.19%) Management Information System
4 1 (1.30%) Computer Science
4 1 (1.30%) Driving Licence
4 1 (1.30%) Replication
Operating Systems
1 5 (6.49%) VMS
2 3 (3.90%) Windows
3 1 (1.30%) Linux
3 1 (1.30%) Windows 7
3 1 (1.30%) Windows Server
3 1 (1.30%) Windows XP
Processes & Methodologies
1 35 (45.45%) ETL
2 29 (37.66%) Business Intelligence
3 25 (32.47%) Agile Software Development
4 18 (23.38%) Analytics
5 11 (14.29%) Data Analytics
5 11 (14.29%) User Acceptance Testing
6 10 (12.99%) Data Engineering
6 10 (12.99%) Enterprise Architecture
6 10 (12.99%) PLM
7 9 (11.69%) Data Modelling
7 9 (11.69%) ITIL
8 8 (10.39%) Performance Tuning
8 8 (10.39%) TDD
9 7 (9.09%) Multithreading
9 7 (9.09%) SDLC
10 6 (7.79%) Scrum
10 6 (7.79%) Waterfall
11 5 (6.49%) CRM
11 5 (6.49%) Data Management
11 5 (6.49%) Dimensional Modelling
Programming Languages
1 51 (66.23%) SQL
2 14 (18.18%) R
3 13 (16.88%) Python
4 12 (15.58%) C#
5 9 (11.69%) Java
5 9 (11.69%) PL/SQL
6 6 (7.79%) PowerShell
7 4 (5.19%) T-SQL
8 3 (3.90%) C++
8 3 (3.90%) Perl
9 2 (2.60%) VB
9 2 (2.60%) VB6
10 1 (1.30%) Data Analysis Expressions (DAX)
10 1 (1.30%) JavaScript
10 1 (1.30%) VB.NET
Qualifications
1 12 (15.58%) Security Cleared
2 5 (6.49%) SC Cleared
3 2 (2.60%) ECDL
4 1 (1.30%) Degree
4 1 (1.30%) ISTQB
4 1 (1.30%) ISTQB Foundation Certification
4 1 (1.30%) ITIL Certification
4 1 (1.30%) MCSA
4 1 (1.30%) MCSE
4 1 (1.30%) Microsoft Certification
Quality Assurance & Compliance
1 17 (22.08%) Data Quality
2 7 (9.09%) PMO
3 3 (3.90%) HL7
4 2 (2.60%) 21 CFR Part 11
4 2 (2.60%) CDISC
4 2 (2.60%) GxP
5 1 (1.30%) GDPR
5 1 (1.30%) ISO 9001
5 1 (1.30%) ISO 9002
5 1 (1.30%) QA
5 1 (1.30%) TickIT
System Software
1 3 (3.90%) Active Directory
2 1 (1.30%) Oracle RAC
Systems Management
1 2 (2.60%) Systems Management Server (SMS)
2 1 (1.30%) Data Guard
2 1 (1.30%) Enterprise Manager Cloud Control
2 1 (1.30%) Oracle Enterprise Manager
Vendors
1 21 (27.27%) Oracle
2 14 (18.18%) Informatica
3 12 (15.58%) Microsoft
4 3 (3.90%) SAP
4 3 (3.90%) Tableau
5 2 (2.60%) Google
5 2 (2.60%) PeopleSoft
6 1 (1.30%) Dell
6 1 (1.30%) HP