Period
to 12 November 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 12 November 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
12 Nov 2018
Same period 2017 Same period 2016
Rank 41 35 42
Rank change year-on-year -6 +7 +13
Contract jobs citing Data Warehouse 31 32 44
As % of all contract IT jobs advertised in South Yorkshire 3.63% 3.99% 3.74%
As % of the Database & Business Intelligence category 19.02% 20.78% 14.43%
Number of daily rates quoted 29 49 35
South Yorkshire median daily rate £425 £425 £375
Median daily rate % change year-on-year - +13.33% +13.64%
10th Percentile £258 £325 £294
90th Percentile £788 £755 £750
Yorkshire median daily rate £400 £425 £375
% change year-on-year -5.88% +13.33% +6.23%
Number of hourly rates quoted 0 0 1
South Yorkshire median hourly rate - - £50.00
Yorkshire median hourly rate £15.41 - £25.39

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 163 154 305
As % of all contract IT jobs advertised in South Yorkshire 19.09% 19.20% 25.89%
Number of daily rates quoted 119 99 236
South Yorkshire median daily rate £415 £425 £400
Median daily rate % change year-on-year -2.35% +6.25% +6.67%
10th Percentile £262 £325 £294
90th Percentile £578 £645 £575
Yorkshire median daily rate £408 £400 £380
% change year-on-year +1.88% +5.26% +1.95%
Number of hourly rates quoted 0 2 2
South Yorkshire median hourly rate - £28.00 £31.00
Median hourly rate % change year-on-year - -9.68% +114.90%
Yorkshire median hourly rate £17.25 £21.75 £14.00
% change year-on-year -20.69% +55.36% -18.03%

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 12 November 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 12 November 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 -4 21 £425 - 2
Doncaster 0 1 £250 -
Data Warehouse
Yorkshire

For the 6 months to 12 November 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 26 (83.87%) Business Intelligence
2 25 (80.65%) SQL
3 15 (48.39%) Oracle
4 14 (45.16%) ETL
4 14 (45.16%) Data Integration
5 13 (41.94%) Data Modelling
6 12 (38.71%) PL/SQL
6 12 (38.71%) Oracle ODI
7 11 (35.48%) Toad
8 9 (29.03%) OLAP
8 9 (29.03%) Kimball Methodology
9 8 (25.81%) Change Data Capture
9 8 (25.81%) Inmon Methodology
9 8 (25.81%) SAS
9 8 (25.81%) Star Schema
9 8 (25.81%) Oracle OLAP
10 7 (22.58%) Finance
11 6 (19.35%) Project Management
11 6 (19.35%) Python
12 5 (16.13%) BusinessObjects
12 5 (16.13%) Unix
12 5 (16.13%) SQL Server
12 5 (16.13%) Shell Script
12 5 (16.13%) Enterprise Architecture
12 5 (16.13%) Power BI
13 4 (12.90%) Analytical Skills
13 4 (12.90%) Analytics
13 4 (12.90%) Data Governance
13 4 (12.90%) QA
13 4 (12.90%) Agile Software Development

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 8 (25.81%) SAS
2 3 (9.68%) Adobe Experience Manager
2 3 (9.68%) Alfresco
2 3 (9.68%) Documentum
2 3 (9.68%) Drupal
2 3 (9.68%) FileNet
2 3 (9.68%) Liferay
2 3 (9.68%) LiveCycle
2 3 (9.68%) LiveLink
2 3 (9.68%) SharePoint
3 1 (3.23%) Apache Spark
Applications
1 2 (6.45%) Microsoft Excel
Database & Business Intelligence
1 12 (38.71%) Oracle ODI
2 9 (29.03%) OLAP
3 8 (25.81%) Oracle OLAP
3 8 (25.81%) Star Schema
4 5 (16.13%) BusinessObjects
4 5 (16.13%) Power BI
4 5 (16.13%) SQL Server
5 3 (9.68%) Apache Hive
5 3 (9.68%) Big Data
5 3 (9.68%) Data Lake
5 3 (9.68%) Enterprise Data Warehouse
5 3 (9.68%) HBase
5 3 (9.68%) MongoDB
5 3 (9.68%) PostgreSQL
5 3 (9.68%) Relational Database
5 3 (9.68%) SQLite
6 2 (6.45%) Hadoop
6 2 (6.45%) Pentaho
6 2 (6.45%) SQL Server Integration Services
6 2 (6.45%) SQL Server Reporting Services
Development Applications
1 11 (35.48%) Toad
2 3 (9.68%) Ant
2 3 (9.68%) Git (software)
2 3 (9.68%) Subversion
2 3 (9.68%) Xcode
3 2 (6.45%) ERwin
3 2 (6.45%) Visual Studio
General
1 7 (22.58%) Finance
2 4 (12.90%) Retail
3 3 (9.68%) Banking
4 1 (3.23%) Financial Institution
4 1 (3.23%) Law
Job Titles
1 20 (64.52%) Developer
2 10 (32.26%) ETL Developer
3 7 (22.58%) Business Intelligence Developer
4 6 (19.35%) Architect
5 3 (9.68%) Analyst
5 3 (9.68%) Data Architect
5 3 (9.68%) SQL Developer
6 2 (6.45%) Ab Initio Developer
6 2 (6.45%) Consultant
6 2 (6.45%) Data Analyst
6 2 (6.45%) Data Migration Developer
6 2 (6.45%) Lead Architect
6 2 (6.45%) Lead Data Architect
6 2 (6.45%) Senior Analyst
6 2 (6.45%) Senior Data Analyst
7 1 (3.23%) Data Engineer
7 1 (3.23%) Data Migration Consultant
7 1 (3.23%) Power BI Developer
7 1 (3.23%) Senior Data Architect
7 1 (3.23%) SSRS Developer
Libraries, Frameworks & Software Standards
1 3 (9.68%) .NET
1 3 (9.68%) Apache Flex
1 3 (9.68%) CSS
1 3 (9.68%) Dojo
1 3 (9.68%) Ext JS
1 3 (9.68%) Java EE
1 3 (9.68%) jQuery
1 3 (9.68%) JSON
1 3 (9.68%) JSR 170
1 3 (9.68%) OpenGL
1 3 (9.68%) Sencha Touch
1 3 (9.68%) SOAP
1 3 (9.68%) Spring
1 3 (9.68%) WebGL
1 3 (9.68%) XML
2 1 (3.23%) MDX
2 1 (3.23%) Oracle GoldenGate
Miscellaneous
1 4 (12.90%) Analytical Skills
2 3 (9.68%) NHS
3 2 (6.45%) Management Information System
3 2 (6.45%) Self-Motivation
4 1 (3.23%) Greenfield Project
Operating Systems
1 5 (16.13%) Unix
2 3 (9.68%) Android
2 3 (9.68%) Apple iOS
3 1 (3.23%) Windows
3 1 (3.23%) Windows Server
3 1 (3.23%) Windows Server 2003
Processes & Methodologies
1 26 (83.87%) Business Intelligence
2 14 (45.16%) Data Integration
2 14 (45.16%) ETL
3 13 (41.94%) Data Modelling
4 9 (29.03%) Kimball Methodology
5 8 (25.81%) Change Data Capture
5 8 (25.81%) Inmon Methodology
6 6 (19.35%) Project Management
7 5 (16.13%) Enterprise Architecture
8 4 (12.90%) Agile Software Development
8 4 (12.90%) Analytics
8 4 (12.90%) Data Governance
9 3 (9.68%) Data Management
9 3 (9.68%) Data Migration
9 3 (9.68%) Data Visualisation
9 3 (9.68%) Metadata Management
9 3 (9.68%) Responsive Web Design
9 3 (9.68%) Reverse Engineering
9 3 (9.68%) Visualisation
9 3 (9.68%) Web Design
Programming Languages
1 25 (80.65%) SQL
2 12 (38.71%) PL/SQL
3 6 (19.35%) Python
4 5 (16.13%) Shell Script
5 3 (9.68%) Java
5 3 (9.68%) Objective-C
5 3 (9.68%) R
5 3 (9.68%) T-SQL
6 1 (3.23%) JavaScript
6 1 (3.23%) Perl
6 1 (3.23%) PHP
Quality Assurance & Compliance
1 4 (12.90%) QA
2 3 (9.68%) Data Quality
2 3 (9.68%) PMO
Systems Management
1 2 (6.45%) Tivoli
Vendors
1 15 (48.39%) Oracle
2 4 (12.90%) Microsoft
3 3 (9.68%) Adobe
3 3 (9.68%) FatWire
3 3 (9.68%) IBM
3 3 (9.68%) Informatica
3 3 (9.68%) Interwoven
3 3 (9.68%) OpenText
3 3 (9.68%) Sencha
3 3 (9.68%) Sitecore
3 3 (9.68%) Tableau
3 3 (9.68%) Vignette
3 3 (9.68%) Xerox
4 2 (6.45%) Ab Initio
4 2 (6.45%) CA
5 1 (3.23%) Cloudera
5 1 (3.23%) DataFlux
5 1 (3.23%) Hortonworks
5 1 (3.23%) Netezza
5 1 (3.23%) SAP