The following table provides summary statistics for contract job vacancies advertised in West 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 28 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
Yorkshire / West Yorkshire
3 months to
28 Jun 2017
Same period 2016 Same period 2015
Rank 52 80 33
Rank change year-on-year +28 -47  
Contract jobs citing Data Modelling 48 41 104
As % of all contract IT jobs advertised in West Yorkshire 3.33% 2.01% 4.96%
As % of the Processes & Methodologies category 3.85% 2.31% 5.77%
Number of daily rates quoted 33 31 106
Median daily rate £420 £440 £361
Median daily rate % change year-on-year -4.54% +22.05%  
90% offered a daily rate of more than £220 £363 £275
10% offered a daily rate of more than £568 £575 £519
UK excluding London median daily rate £425 £425 £415
% change year-on-year - +2.40%  
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
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 West Yorkshire with a requirement for process and methodology skills.

Contract Process & Methodology Skills
West Yorkshire
Contract job vacancies with a requirement for process and methodology skills 1247 1778 1801
As % of all contract IT job vacancies advertised in West Yorkshire 86.42% 87.37% 85.84%
Number of daily rates quoted 3212 4826 5199
Median daily rate £408 £425 £356
Median daily rate % change year-on-year -4.11% +19.38%  
90% offered a daily rate of more than £305 £309 £263
10% offered a daily rate of more than £550 £575 £521
UK excluding London median daily rate £415 £400 £380
% change year-on-year +3.75% +5.26%  
Number of hourly rates quoted 73 28 68
Median hourly rate £10.00 £14.50 £35.00
Median hourly rate % change year-on-year -31.03% -58.57%  
90% offered a hourly rate of more than £8.00 £10.20 £12.17
10% offered a hourly rate of more than £22.50 £180.00 £47.50
UK excluding London median hourly rate £34.00 £28.50 £30.00
% change year-on-year +19.29% -5.00%  

Data Modelling
Job Vacancy Trend in West Yorkshire

Job postings citing Data Modelling as a percentage of all IT jobs advertised in West Yorkshire.

Job vacancy trend for Data Modelling in West Yorkshire

Data Modelling
Contractor Daily Rate Trend in West Yorkshire

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

Contractor daily rate trend for Data Modelling in West Yorkshire

Data Modelling
Contractor Daily Rate Histogram in West Yorkshire

The daily rate distribution of IT jobs citing Data Modelling in West Yorkshire over the 3 months to 28 June 2017.

Contractor daily rate histogram for Data Modelling in West Yorkshire

Data Modelling
Contractor Hourly Rate Trend in West Yorkshire

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

Contractor hourly rate trend for Data Modelling in West Yorkshire

Data Modelling
Contract Job Locations in West 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 West Yorkshire region over the 3 months to 28 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
Leeds +30 44 £420 -10.40% 15
Bradford +6 3 £210 -41.66%
Halifax +7 1 £435 -9.61%
Data Modelling
Yorkshire

For the 6 months to 28 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 West Yorkshire region with a requirement for Data Modelling.

1 23 (35.94%) Data Quality
2 22 (34.38%) Data Integration
3 18 (28.13%) Agile Software Development
4 14 (21.88%) Finance
5 13 (20.31%) ETL
5 13 (20.31%) Relational Database
6 12 (18.75%) Data Management
7 11 (17.19%) SAS
7 11 (17.19%) User Stories
8 10 (15.63%) Analytics
8 10 (15.63%) MongoDB
8 10 (15.63%) Pentaho
8 10 (15.63%) Data Analysis
9 9 (14.06%) TOGAF
9 9 (14.06%) Degree
9 9 (14.06%) Business Intelligence
9 9 (14.06%) SQL
9 9 (14.06%) NoSQL
9 9 (14.06%) Data Governance
9 9 (14.06%) Logical Data Model
10 8 (12.50%) SQL Server
10 8 (12.50%) BusinessObjects
10 8 (12.50%) Enterprise Architecture
11 7 (10.94%) JIRA
11 7 (10.94%) Informatica
11 7 (10.94%) Microsoft
11 7 (10.94%) Oracle
11 7 (10.94%) UML
11 7 (10.94%) Wireframes
11 7 (10.94%) Data Mapping

Data Modelling
Co-occurring IT Skills in West 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 11 (17.19%) SAS
2 4 (6.25%) Confluence
3 2 (3.13%) Oracle SOA Suite
4 1 (1.56%) Apache Spark
4 1 (1.56%) CMS
4 1 (1.56%) Sitecore CMS
Applications
1 5 (7.81%) MS Visio
2 2 (3.13%) Microsoft Office
Business Applications
1 1 (1.56%) SAP IS-U
Cloud Services
1 5 (7.81%) Amazon AWS
2 2 (3.13%) IaaS
2 2 (3.13%) PaaS
2 2 (3.13%) SaaS
Communications & Networking
1 3 (4.69%) Intranet
2 2 (3.13%) Extranet
Database & Business Intelligence
1 13 (20.31%) Relational Database
2 10 (15.63%) MongoDB
2 10 (15.63%) Pentaho
3 9 (14.06%) NoSQL
4 8 (12.50%) BusinessObjects
4 8 (12.50%) SQL Server
5 6 (9.38%) QlikView
6 5 (7.81%) Data Warehouse
7 4 (6.25%) Big Data
7 4 (6.25%) SQL Server Integration Services
7 4 (6.25%) SQL Server Reporting Services
8 3 (4.69%) Data Mining
8 3 (4.69%) OLAP
8 3 (4.69%) PostgreSQL
8 3 (4.69%) RDBMS
8 3 (4.69%) SSDT
9 2 (3.13%) Hadoop
9 2 (3.13%) MS Access
9 2 (3.13%) OLTP
9 2 (3.13%) SQL Server 2005
Development Applications
1 7 (10.94%) JIRA
2 6 (9.38%) Talend Open Studio
3 3 (4.69%) Cucumber
3 3 (4.69%) SQL Server Management Studio (SSMS)
3 3 (4.69%) Visual Studio
4 1 (1.56%) Toad
General
1 14 (21.88%) Finance
2 4 (6.25%) Retail
3 3 (4.69%) Telecoms
4 2 (3.13%) Marketing
5 1 (1.56%) Billing
Job Titles
1 28 (43.75%) Analyst
2 19 (29.69%) Architect
3 17 (26.56%) Business Analyst
4 8 (12.50%) Developer
4 8 (12.50%) Solutions Architect
4 8 (12.50%) Technical Architect
5 6 (9.38%) Data Analyst
5 6 (9.38%) Data Architect
6 5 (7.81%) Technical Analyst
7 4 (6.25%) Digital Analyst
7 4 (6.25%) Digital Business Analyst
7 4 (6.25%) Pentaho Developer
8 3 (4.69%) Business Systems Analyst
8 3 (4.69%) Data Migration Lead
8 3 (4.69%) Lead Architect
8 3 (4.69%) Lead Solutions Architect
8 3 (4.69%) Senior Analyst
8 3 (4.69%) Senior Business Analyst
8 3 (4.69%) Technical Business Analyst
8 3 (4.69%) Technical Leader
Libraries, Frameworks & Software Standards
1 4 (6.25%) Web Services
2 3 (4.69%) XML
3 2 (3.13%) .NET
3 2 (3.13%) Flask
3 2 (3.13%) REST
3 2 (3.13%) SOAP
3 2 (3.13%) WCF
3 2 (3.13%) WF
3 2 (3.13%) Windows Identity Foundation
4 1 (1.56%) SAP MI
4 1 (1.56%) XML Schema
Miscellaneous
1 6 (9.38%) Management Information System
1 6 (9.38%) Reference Data
1 6 (9.38%) User Experience
2 5 (7.81%) Analytical Skills
2 5 (7.81%) Data Structures
3 4 (6.25%) NHS
4 3 (4.69%) Wiki
5 2 (3.13%) Enterprise Storage
5 2 (3.13%) Hybrid Cloud
6 1 (1.56%) Computer Science
6 1 (1.56%) Credit Risk
6 1 (1.56%) Data Protection Act
6 1 (1.56%) FMCG
Operating Systems
1 3 (4.69%) Android
1 3 (4.69%) Apple iOS
2 1 (1.56%) Unix
Processes & Methodologies
1 22 (34.38%) Data Integration
2 18 (28.13%) Agile Software Development
3 13 (20.31%) ETL
4 12 (18.75%) Data Management
5 11 (17.19%) User Stories
6 10 (15.63%) Analytics
6 10 (15.63%) Data Analysis
7 9 (14.06%) Business Intelligence
7 9 (14.06%) Data Governance
7 9 (14.06%) Logical Data Model
7 9 (14.06%) TOGAF
8 8 (12.50%) Enterprise Architecture
9 7 (10.94%) Data Architecture
9 7 (10.94%) Data Mapping
9 7 (10.94%) Open Source
9 7 (10.94%) UML
9 7 (10.94%) Wireframes
10 6 (9.38%) Business Process Modelling
10 6 (9.38%) Migration
10 6 (9.38%) Stakeholder Management
Programming Languages
1 9 (14.06%) SQL
2 3 (4.69%) Python
2 3 (4.69%) T-SQL
3 2 (3.13%) VB
3 2 (3.13%) VBA
4 1 (1.56%) PL/SQL
4 1 (1.56%) R
4 1 (1.56%) Shell Script
Qualifications
1 9 (14.06%) Degree
2 4 (6.25%) Master's Degree
3 1 (1.56%) ISEB
3 1 (1.56%) Security Cleared
Quality Assurance & Compliance
1 23 (35.94%) Data Quality
2 3 (4.69%) QA
3 2 (3.13%) GDPR
3 2 (3.13%) PCI DSS
4 1 (1.56%) HL7
Systems Management
1 2 (3.13%) Ansible
1 2 (3.13%) Oracle EDQ
Vendors
1 7 (10.94%) Informatica
1 7 (10.94%) Microsoft
1 7 (10.94%) Oracle
2 6 (9.38%) IBM
2 6 (9.38%) Talend
3 5 (7.81%) SAP
4 3 (4.69%) DataFlux
4 3 (4.69%) Google
4 3 (4.69%) hybris
5 1 (1.56%) MuleSoft
5 1 (1.56%) Nuxeo
5 1 (1.56%) Salesforce.com
5 1 (1.56%) Sitecore
Leeds, West Yorkshire
Difrent
Rate: Up to £400 per day
Posted: 2 days ago
Leeds, West Yorkshire
Elevate Direct
Rate: From £430 to £463 per day
Posted: 2 days ago
Leeds, West Yorkshire
Spring Technology
Posted: 6 days ago
Leeds, West Yorkshire
Harvey Nash plc
Rate: £500 - £550 per annum +
Posted: 6 days ago
Leeds, West Yorkshire
HAYS INFORMATION TECHNOLOGY
Rate: £400.00 - £450.00 per day
Posted: 5 days ago
Leeds, West Yorkshire
4it Recruitment Ltd
Rate: From £400 to £450 per day
Posted: 6 days ago
Leeds, West Yorkshire
Experis Ltd
Rate: £450.00 - £640.00 per day
Posted: 6 days ago