The following table provides summary statistics for contract job vacancies advertised in Yorkshire with a requirement for Data Modelling skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Modelling over the 3 months to 23 June 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 Modelling
England / Yorkshire
3 months to
23 Jun 2017
Same period 2016 Same period 2015
Rank 50 68 40
Rank change year-on-year +18 -28  
Contract jobs citing Data Modelling 76 82 140
As % of all contract IT jobs advertised in Yorkshire 3.77% 2.91% 4.77%
As % of the Processes & Methodologies category 4.46% 3.35% 5.68%
Number of daily rates quoted 45 63 126
Median daily rate £423 £475 £368
Median daily rate % change year-on-year -11.05% +29.25%  
90% offered a daily rate of more than £210 £350 £300
10% offered a daily rate of more than £551 £750 £510
UK excluding London median daily rate £425 £440 £423
% change year-on-year -3.40% +4.14%  
Number of hourly rates quoted 3 0 0
Median hourly rate £18.00 - -
UK excluding London median hourly rate £40.70 - £33.50

Data Modelling is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Yorkshire with a requirement for process and methodology skills.

Contract Process & Methodology Skills
Yorkshire
Contract job vacancies with a requirement for process and methodology skills 1705 2446 2463
As % of all contract IT job vacancies advertised in Yorkshire 84.49% 86.68% 83.98%
Number of daily rates quoted 1120 1705 1719
Median daily rate £413 £425 £365
Median daily rate % change year-on-year -2.94% +16.43%  
90% offered a daily rate of more than £300 £313 £275
10% offered a daily rate of more than £540 £570 £500
UK excluding London median daily rate £415 £400 £383
% change year-on-year +3.75% +4.57%  
Number of hourly rates quoted 48 37 56
Median hourly rate £16.00 £16.90 £16.72
Median hourly rate % change year-on-year -5.31% +1.06%  
90% offered a hourly rate of more than £9.16 £10.76 £10.50
10% offered a hourly rate of more than £28.27 £26.90 £45.00
UK excluding London median hourly rate £33.50 £28.50 £30.00
% change year-on-year +17.54% -5.00%  

Data Modelling
Job Vacancy Trend in Yorkshire

The job posting trend of jobs advertised in Yorkshire citing Data Modelling as a proportion of all contract or permanent IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Data Modelling in Yorkshire

Data Modelling
Contractor Daily Rate Trend in Yorkshire

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

Contractor daily rate trend for Data Modelling in Yorkshire

Data Modelling
Contractor Daily Rate Histogram in Yorkshire

The daily rate distribution of IT jobs citing Data Modelling in Yorkshire over the 3 months to 23 June 2017.

Contractor daily rate histogram for Data Modelling in Yorkshire

Data Modelling
Contractor Hourly Rate Trend in Yorkshire

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

Contractor hourly rate trend for Data Modelling in Yorkshire

Data Modelling
Contract Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Modelling within the Yorkshire region over the 3 months to 23 June 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
West Yorkshire +27 47 £416 -5.12% 16
South Yorkshire 0 21 £500 -28.57% 2
East Yorkshire - 5 £200 - 1
North Yorkshire +3 1 - - 2
Data Modelling
England

For the 6 months to 23 June 2017, IT contractor jobs citing Data Modelling 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 Yorkshire region with a requirement for Data Modelling.

1 40 (40.82%) Agile Software Development
2 29 (29.59%) Oracle
3 26 (26.53%) Data Quality
4 25 (25.51%) Degree
5 23 (23.47%) ETL
6 22 (22.45%) Data Integration
6 22 (22.45%) Relational Database
7 21 (21.43%) SQL
8 20 (20.41%) Migration
9 19 (19.39%) SAP
9 19 (19.39%) Data Warehouse
10 18 (18.37%) BusinessObjects
10 18 (18.37%) Finance
11 17 (17.35%) Scrum
12 16 (16.33%) Data Migration
13 15 (15.31%) Data Management
13 15 (15.31%) Web Services
13 15 (15.31%) Analytical Skills
14 14 (14.29%) Java
14 14 (14.29%) Test Automation
14 14 (14.29%) RESTful
15 13 (13.27%) Software Engineering
15 13 (13.27%) Computer Science
15 13 (13.27%) RDBMS
15 13 (13.27%) Business Intelligence
16 12 (12.24%) SQL Server
16 12 (12.24%) Computer Science Degree
17 11 (11.22%) User Stories
17 11 (11.22%) MongoDB
18 10 (10.20%) NoSQL

Data Modelling
Co-occurring IT Skills in 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 10 (10.20%) SAS
2 8 (8.16%) Tomcat
3 4 (4.08%) Confluence
3 4 (4.08%) Oracle SOA Suite
4 2 (2.04%) CMS
5 1 (1.02%) Apache
5 1 (1.02%) Sitecore CMS
Applications
1 10 (10.20%) Microsoft Office
2 5 (5.10%) MS Visio
Business Applications
1 4 (4.08%) SAP ERP
2 2 (2.04%) Dynamics AX
3 1 (1.02%) HFM
3 1 (1.02%) SAP IS-U
3 1 (1.02%) SAP Oil and Gas
Cloud Services
1 4 (4.08%) Amazon AWS
2 2 (2.04%) IaaS
2 2 (2.04%) PaaS
2 2 (2.04%) SaaS
3 1 (1.02%) Microsoft Azure
Communications & Networking
1 3 (3.06%) Intranet
2 2 (2.04%) Extranet
Database & Business Intelligence
1 22 (22.45%) Relational Database
2 19 (19.39%) Data Warehouse
3 18 (18.37%) BusinessObjects
4 13 (13.27%) RDBMS
5 12 (12.24%) SQL Server
6 11 (11.22%) MongoDB
7 10 (10.20%) NoSQL
8 9 (9.18%) Pentaho
8 9 (9.18%) SAP Data Services
9 8 (8.16%) Oracle Database
9 8 (8.16%) SAP BW
10 7 (7.14%) BusinessObjects Web Intelligence
10 7 (7.14%) Oracle Database 11g
10 7 (7.14%) SAP HANA
10 7 (7.14%) SQL Server Integration Services
10 7 (7.14%) SQL Server Reporting Services
11 6 (6.12%) QlikView
12 4 (4.08%) OLAP
12 4 (4.08%) SQL Server Analysis Services
13 3 (3.06%) Oracle Reports
Development Applications
1 7 (7.14%) JIRA
2 6 (6.12%) Talend Open Studio
3 3 (3.06%) Cucumber
3 3 (3.06%) SQL Server Management Studio (SSMS)
3 3 (3.06%) Visual Studio
4 2 (2.04%) Eclipse
4 2 (2.04%) Git (software)
4 2 (2.04%) Gradle
4 2 (2.04%) IntelliJ
4 2 (2.04%) Jenkins
4 2 (2.04%) Maven
4 2 (2.04%) Oracle Forms
4 2 (2.04%) Sonatype Nexus
4 2 (2.04%) Subversion
5 1 (1.02%) JUnit
5 1 (1.02%) Toad
General
1 18 (18.37%) Finance
2 4 (4.08%) Retail
2 4 (4.08%) Telecoms
3 3 (3.06%) Marketing
4 2 (2.04%) Banking
4 2 (2.04%) Investment Banking
5 1 (1.02%) Billing
5 1 (1.02%) Electronics
5 1 (1.02%) Manufacturing
Job Titles
1 43 (43.88%) Analyst
2 29 (29.59%) Developer
3 20 (20.41%) Business Analyst
4 19 (19.39%) Architect
5 12 (12.24%) Java Developer
6 10 (10.20%) Data Analyst
7 8 (8.16%) SAP BusinessObjects (BO) Analyst
7 8 (8.16%) Solutions Architect
7 8 (8.16%) Technical Architect
8 6 (6.12%) Analyst Developer
8 6 (6.12%) Business Developer
8 6 (6.12%) Data Architect
8 6 (6.12%) SAP BusinessObjects (BO) Developer
9 5 (5.10%) Technical Analyst
10 4 (4.08%) Data Quality Analyst
10 4 (4.08%) Digital Analyst
10 4 (4.08%) Digital Business Analyst
10 4 (4.08%) Quality Analyst
11 3 (3.06%) Lead Solutions Architect
11 3 (3.06%) Pentaho Developer
Libraries, Frameworks & Software Standards
1 15 (15.31%) Web Services
2 14 (14.29%) RESTful
3 5 (5.10%) XML
4 4 (4.08%) SOAP
5 3 (3.06%) CSS
5 3 (3.06%) HTML
5 3 (3.06%) REST
6 2 (2.04%) .NET
6 2 (2.04%) ActiveMQ
6 2 (2.04%) AngularJS
6 2 (2.04%) Backbone.js
6 2 (2.04%) Flask
6 2 (2.04%) JMS
6 2 (2.04%) JSON
6 2 (2.04%) React
6 2 (2.04%) Spring
6 2 (2.04%) Spring Boot
6 2 (2.04%) WCF
6 2 (2.04%) WF
6 2 (2.04%) Windows Identity Foundation
Miscellaneous
1 15 (15.31%) Analytical Skills
2 13 (13.27%) Computer Science
3 6 (6.12%) Management Information System
3 6 (6.12%) Reference Data
3 6 (6.12%) User Experience
4 5 (5.10%) Data Structures
4 5 (5.10%) NHS
5 3 (3.06%) Wiki
6 2 (2.04%) Enterprise Storage
6 2 (2.04%) Hybrid Cloud
6 2 (2.04%) Tandem
7 1 (1.02%) Credit Risk
7 1 (1.02%) Data Protection Act
7 1 (1.02%) Enterprise Software
7 1 (1.02%) Fintech
7 1 (1.02%) FMCG
Operating Systems
1 9 (9.18%) Windows
1 9 (9.18%) Windows Server
2 8 (8.16%) Windows Server 2012
3 3 (3.06%) Android
3 3 (3.06%) Apple iOS
4 2 (2.04%) Linux
5 1 (1.02%) Unix
Processes & Methodologies
1 40 (40.82%) Agile Software Development
2 23 (23.47%) ETL
3 22 (22.45%) Data Integration
4 20 (20.41%) Migration
5 17 (17.35%) Scrum
6 16 (16.33%) Data Migration
7 15 (15.31%) Data Management
8 14 (14.29%) Test Automation
9 13 (13.27%) Business Intelligence
9 13 (13.27%) Software Engineering
10 11 (11.22%) User Stories
11 10 (10.20%) Analytics
11 10 (10.20%) Kimball Methodology
12 9 (9.18%) Change Management
12 9 (9.18%) Data Analysis
12 9 (9.18%) Logical Data Model
12 9 (9.18%) TOGAF
12 9 (9.18%) UML
13 8 (8.16%) Data Architecture
13 8 (8.16%) Enterprise Architecture
Programming Languages
1 21 (21.43%) SQL
2 14 (14.29%) Java
3 5 (5.10%) JavaScript
3 5 (5.10%) Python
3 5 (5.10%) T-SQL
4 3 (3.06%) Go
4 3 (3.06%) Ruby
4 3 (3.06%) Scala
5 2 (2.04%) PL/SQL
5 2 (2.04%) VB
5 2 (2.04%) VBA
6 1 (1.02%) ABAP
6 1 (1.02%) PowerShell
Qualifications
1 25 (25.51%) Degree
2 12 (12.24%) Computer Science Degree
3 5 (5.10%) Security Cleared
4 4 (4.08%) Master's Degree
5 2 (2.04%) BC Cleared
5 2 (2.04%) SC Cleared
6 1 (1.02%) ACCA
6 1 (1.02%) ISEB
Quality Assurance & Compliance
1 26 (26.53%) Data Quality
2 4 (4.08%) QA
3 2 (2.04%) Disclosure Scotland
3 2 (2.04%) GDPR
3 2 (2.04%) PCI DSS
4 1 (1.02%) HL7
System Software
1 1 (1.02%) Active Directory
1 1 (1.02%) Oracle RAC
Systems Management
1 2 (2.04%) Ansible
1 2 (2.04%) Oracle EDQ
2 1 (1.02%) Data Guard
Vendors
1 29 (29.59%) Oracle
2 19 (19.39%) SAP
3 10 (10.20%) Microsoft
4 8 (8.16%) Informatica
5 6 (6.12%) IBM
5 6 (6.12%) Talend
6 3 (3.06%) DataFlux
6 3 (3.06%) Google
6 3 (3.06%) hybris
7 2 (2.04%) Ariba
7 2 (2.04%) HP
8 1 (1.02%) Hyperion
8 1 (1.02%) MuleSoft
8 1 (1.02%) Nuxeo
8 1 (1.02%) Salesforce.com
8 1 (1.02%) Sitecore
Leeds, West Yorkshire
Spring Technology
Posted: 20 hours ago
Leeds, West Yorkshire
Harvey Nash plc
Rate: £500 - £550 per annum +
Posted: 18 hours ago
Doncaster, South Yorkshire
Oscar
Rate: £300 - £400 per day
Posted: 2 days ago
Leeds, West Yorkshire
4it Recruitment Ltd
Rate: From £400 to £450 per day
Posted: 17 hours ago
Leeds, West Yorkshire
Experis Ltd
Rate: £450.00 - £640.00 per day
Posted: 16 hours ago