Period
to 26 September 2018

The following table provides summary statistics for contract job vacancies advertised in South Yorkshire 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 26 September 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
Yorkshire > South Yorkshire
6 months to
26 Sep 2018
Same period 2017 Same period 2016
Rank 37 34 40
Rank change year-on-year -3 +6 +3
Contract jobs citing Data Warehouse 35 33 46
As % of all contract IT jobs advertised in South Yorkshire 3.98% 4.43% 4.34%
As % of the Database & Business Intelligence category 20.23% 20.75% 14.84%
Number of daily rates quoted 29 43 39
South Yorkshire median daily rate £425 £425 £475
Median daily rate % change year-on-year - -10.53% +46.15%
10th Percentile £258 £325 £318
90th Percentile £488 £755 £780
Yorkshire median daily rate £420 £425 £400
% change year-on-year -1.18% +6.25% +14.29%
Number of hourly rates quoted 0 0 1
South Yorkshire median hourly rate - - £50.00
Yorkshire median hourly rate - - £50.00

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 South Yorkshire with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
South Yorkshire
Contract vacancies with a requirement for database or business intelligence skills 173 159 310
As % of all contract IT jobs advertised in South Yorkshire 19.68% 21.34% 29.22%
Number of daily rates quoted 127 94 250
South Yorkshire median daily rate £415 £400 £400
Median daily rate % change year-on-year +3.75% - +14.29%
10th Percentile £261 £313 £300
90th Percentile £538 £645 £625
Yorkshire median daily rate £413 £400 £380
% change year-on-year +3.13% +5.26% +8.57%
Number of hourly rates quoted 0 2 3
South Yorkshire median hourly rate - £28.00 £32.50
Median hourly rate % change year-on-year - -13.85% +141.46%
Yorkshire median hourly rate £17.00 £19.50 £14.00
% change year-on-year -12.82% +39.29% -20.00%

Data Warehouse
Job Vacancy Trend in South Yorkshire

Job postings citing Data Warehouse as a percentage of all IT jobs advertised in South Yorkshire.

Job vacancy trend for Data Warehouse in South Yorkshire

Data Warehouse
Contractor Daily Rate Trend in South Yorkshire

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Data Warehouse in South Yorkshire.

Contractor daily rate trend for Data Warehouse in South Yorkshire

Data Warehouse
Contractor Daily Rate Histogram in South Yorkshire

The daily rate distribution of IT jobs citing Data Warehouse in South Yorkshire over the 6 months to 26 September 2018.

Contractor daily rate histogram for Data Warehouse in South Yorkshire

Data Warehouse
Contractor Hourly Rate Trend in South Yorkshire

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing Data Warehouse in South Yorkshire.

Contractor hourly rate trend for Data Warehouse in South Yorkshire

Data Warehouse
Contract Job Locations in South Yorkshire

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 South Yorkshire region over the 6 months to 26 September 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
Sheffield -5 23 £420 -1.18% 2
Doncaster - 1 £250 -
Data Warehouse
Yorkshire

For the 6 months to 26 September 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 South Yorkshire region with a requirement for Data Warehouse.

1 30 (85.71%) Business Intelligence
2 28 (80.00%) SQL
3 17 (48.57%) Oracle
4 16 (45.71%) ETL
5 14 (40.00%) PL/SQL
6 13 (37.14%) Toad
7 12 (34.29%) Data Integration
7 12 (34.29%) Oracle ODI
8 11 (31.43%) Data Modelling
9 9 (25.71%) SQL Server
9 9 (25.71%) OLAP
9 9 (25.71%) Finance
9 9 (25.71%) Change Data Capture
10 8 (22.86%) Kimball Methodology
10 8 (22.86%) Inmon Methodology
10 8 (22.86%) Star Schema
10 8 (22.86%) Oracle OLAP
11 7 (20.00%) SAS
11 7 (20.00%) Unix
11 7 (20.00%) Shell Script
11 7 (20.00%) Power BI
12 6 (17.14%) Performance Tuning
12 6 (17.14%) Project Management
12 6 (17.14%) T-SQL
12 6 (17.14%) Python
12 6 (17.14%) Agile Software Development
12 6 (17.14%) Banking
13 5 (14.29%) Retail
13 5 (14.29%) Microsoft
13 5 (14.29%) Analytics

Data Warehouse
Co-occurring IT Skills in South Yorkshire 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 7 (20.00%) SAS
2 3 (8.57%) Adobe Experience Manager
2 3 (8.57%) Alfresco
2 3 (8.57%) Documentum
2 3 (8.57%) Drupal
2 3 (8.57%) FileNet
2 3 (8.57%) Liferay
2 3 (8.57%) LiveCycle
2 3 (8.57%) LiveLink
2 3 (8.57%) SharePoint
3 1 (2.86%) Apache Spark
Applications
1 2 (5.71%) Microsoft Excel
Communications & Networking
1 2 (5.71%) SMS
Database & Business Intelligence
1 12 (34.29%) Oracle ODI
2 9 (25.71%) OLAP
2 9 (25.71%) SQL Server
3 8 (22.86%) Oracle OLAP
3 8 (22.86%) Star Schema
4 7 (20.00%) Power BI
5 5 (14.29%) Relational Database
6 4 (11.43%) BusinessObjects
6 4 (11.43%) SQL Server Integration Services
7 3 (8.57%) SQL Server Reporting Services
7 3 (8.57%) SQLite
8 2 (5.71%) Apache Hive
8 2 (5.71%) DTS
8 2 (5.71%) HBase
8 2 (5.71%) MongoDB
8 2 (5.71%) Oracle Database
8 2 (5.71%) Oracle Database 10g
8 2 (5.71%) Oracle Database 11g
8 2 (5.71%) PostgreSQL
9 1 (2.86%) RDBMS
Development Applications
1 13 (37.14%) Toad
2 3 (8.57%) Ant
2 3 (8.57%) Git (software)
2 3 (8.57%) Subversion
2 3 (8.57%) Xcode
3 2 (5.71%) Visual Studio
4 1 (2.86%) ERwin
General
1 9 (25.71%) Finance
2 6 (17.14%) Banking
3 5 (14.29%) Retail
4 2 (5.71%) Billing
4 2 (5.71%) Investment Banking
5 1 (2.86%) Financial Institution
5 1 (2.86%) Law
Job Titles
1 25 (71.43%) Developer
2 10 (28.57%) Business Intelligence Developer
3 8 (22.86%) ETL Developer
4 4 (11.43%) Analyst
4 4 (11.43%) Architect
4 4 (11.43%) SQL Developer
5 3 (8.57%) Oracle Developer
6 2 (5.71%) Ab Initio Developer
6 2 (5.71%) Consultant
6 2 (5.71%) Data Analyst
6 2 (5.71%) Data Migration Developer
6 2 (5.71%) Data Warehouse Developer
6 2 (5.71%) Power BI Developer
6 2 (5.71%) Senior Analyst
6 2 (5.71%) Senior Data Analyst
7 1 (2.86%) Data Engineer
7 1 (2.86%) DataStage Developer
7 1 (2.86%) ETL Consultant
7 1 (2.86%) Integration Developer
7 1 (2.86%) SSRS Developer
Libraries, Frameworks & Software Standards
1 3 (8.57%) .NET
1 3 (8.57%) Apache Flex
1 3 (8.57%) CSS
1 3 (8.57%) Dojo
1 3 (8.57%) Ext JS
1 3 (8.57%) Java EE
1 3 (8.57%) jQuery
1 3 (8.57%) JSON
1 3 (8.57%) JSR 170
1 3 (8.57%) OpenGL
1 3 (8.57%) Sencha Touch
1 3 (8.57%) SOAP
1 3 (8.57%) Spring
1 3 (8.57%) WebGL
1 3 (8.57%) XML
2 2 (5.71%) Oracle GoldenGate
3 1 (2.86%) MDX
Miscellaneous
1 3 (8.57%) Analytical Skills
1 3 (8.57%) Management Information System
1 3 (8.57%) NHS
2 2 (5.71%) Greenfield Project
2 2 (5.71%) Self-Motivation
3 1 (2.86%) Replication
Operating Systems
1 7 (20.00%) Unix
2 3 (8.57%) Android
2 3 (8.57%) Apple iOS
3 1 (2.86%) Windows
3 1 (2.86%) Windows Server
3 1 (2.86%) Windows Server 2003
Processes & Methodologies
1 30 (85.71%) Business Intelligence
2 16 (45.71%) ETL
3 12 (34.29%) Data Integration
4 11 (31.43%) Data Modelling
5 9 (25.71%) Change Data Capture
6 8 (22.86%) Inmon Methodology
6 8 (22.86%) Kimball Methodology
7 6 (17.14%) Agile Software Development
7 6 (17.14%) Performance Tuning
7 6 (17.14%) Project Management
8 5 (14.29%) Analytics
9 4 (11.43%) Enterprise Architecture
10 3 (8.57%) Business Analysis
10 3 (8.57%) Data Analysis
10 3 (8.57%) Data Migration
10 3 (8.57%) Migration
10 3 (8.57%) Responsive Web Design
10 3 (8.57%) SOA
10 3 (8.57%) Web Design
11 2 (5.71%) Process Management
Programming Languages
1 28 (80.00%) SQL
2 14 (40.00%) PL/SQL
3 7 (20.00%) Shell Script
4 6 (17.14%) Python
4 6 (17.14%) T-SQL
5 3 (8.57%) Java
5 3 (8.57%) Objective-C
5 3 (8.57%) R
6 1 (2.86%) JavaScript
6 1 (2.86%) Perl
6 1 (2.86%) PHP
Quality Assurance & Compliance
1 4 (11.43%) QA
2 3 (8.57%) PMO
3 1 (2.86%) Data Quality
Systems Management
1 2 (5.71%) HP Quality Center
1 2 (5.71%) Tivoli
Vendors
1 17 (48.57%) Oracle
2 5 (14.29%) Microsoft
3 4 (11.43%) IBM
4 3 (8.57%) Adobe
4 3 (8.57%) FatWire
4 3 (8.57%) Interwoven
4 3 (8.57%) OpenText
4 3 (8.57%) Sencha
4 3 (8.57%) Sitecore
4 3 (8.57%) Vignette
4 3 (8.57%) Xerox
5 2 (5.71%) Ab Initio
5 2 (5.71%) Cognos
5 2 (5.71%) Informatica
5 2 (5.71%) Tableau
6 1 (2.86%) Alteryx
6 1 (2.86%) Cloudera
6 1 (2.86%) DataFlux
6 1 (2.86%) Hortonworks
6 1 (2.86%) Netezza