The following table provides summary statistics for contract job vacancies advertised in West Yorkshire with a requirement for Data Integration skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Integration 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 Integration
Yorkshire / West Yorkshire
3 months to
23 Jun 2017
Same period 2016 Same period 2015
Rank 73 117 103
Rank change year-on-year +44 -14  
Contract jobs citing Data Integration 29 7 19
As % of all contract IT jobs advertised in West Yorkshire 2.02% 0.34% 0.90%
As % of the Processes & Methodologies category 2.33% 0.39% 1.05%
Number of daily rates quoted 11 7 8
Median daily rate £513 £450 £468
Median daily rate % change year-on-year +13.88% -3.74%  
90% offered a daily rate of more than £400 £400 £385
10% offered a daily rate of more than £588 £550 £510
UK excluding London median daily rate £425 £450 £430
% change year-on-year -5.55% +4.65%  
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £19.00 - -

Data Integration 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 1246 1806 1816
As % of all contract IT job vacancies advertised in West Yorkshire 86.95% 87.76% 86.07%
Number of daily rates quoted 843 1250 1288
Median daily rate £403 £425 £360
Median daily rate % change year-on-year -5.29% +18.05%  
90% offered a daily rate of more than £310 £315 £275
10% offered a daily rate of more than £525 £550 £500
UK excluding London median daily rate £415 £400 £383
% change year-on-year +3.75% +4.57%  
Number of hourly rates quoted 28 18 35
Median hourly rate £10.89 £14.50 £32.50
Median hourly rate % change year-on-year -24.93% -55.38%  
90% offered a hourly rate of more than £8.79 £10.20 £12.00
10% offered a hourly rate of more than £28.02 £170.00 £45.00
UK excluding London median hourly rate £33.50 £28.50 £30.00
% change year-on-year +17.54% -5.00%  

Data Integration
Job Vacancy Trend in West Yorkshire

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

Job vacancy trend for Data Integration in West Yorkshire

Data Integration
Contractor Daily Rate Trend in West Yorkshire

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

Contractor daily rate trend for Data Integration in West Yorkshire

Data Integration
Contractor Daily Rate Histogram in West Yorkshire

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

Contractor daily rate histogram for Data Integration in West Yorkshire

Data Integration
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 Integration within the West 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
Leeds +35 27 £513 +13.88%
Wakefield - 1 £400 -
Data Integration
Yorkshire

For the 6 months to 23 June 2017, IT contractor jobs citing Data Integration 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 Integration.

1 22 (64.71%) Data Quality
2 20 (58.82%) Data Modelling
3 15 (44.12%) ETL
4 10 (29.41%) SQL
4 10 (29.41%) Pentaho
5 9 (26.47%) Relational Database
5 9 (26.47%) SQL Server
6 8 (23.53%) Migration
6 8 (23.53%) Agile Software Development
6 8 (23.53%) IBM
6 8 (23.53%) MongoDB
6 8 (23.53%) Data Migration
7 7 (20.59%) Data Cleansing
7 7 (20.59%) Informatica
8 6 (17.65%) Microsoft
8 6 (17.65%) TOGAF
8 6 (17.65%) Finance
8 6 (17.65%) Degree
8 6 (17.65%) NoSQL
8 6 (17.65%) Talend Open Studio
8 6 (17.65%) Talend
8 6 (17.65%) Analytics
8 6 (17.65%) Data Transformation
9 5 (14.71%) Reference Data
9 5 (14.71%) Data Architecture
9 5 (14.71%) Amazon AWS
9 5 (14.71%) Project Management
9 5 (14.71%) SQL Server Reporting Services
9 5 (14.71%) T-SQL
9 5 (14.71%) XML

Data Integration
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 2 (5.88%) SAS
2 1 (2.94%) SharePoint
Applications
1 1 (2.94%) Microsoft Office
1 1 (2.94%) Microsoft Project
1 1 (2.94%) MS Visio
Business Applications
1 2 (5.88%) Dynamics CRM
Cloud Services
1 5 (14.71%) Amazon AWS
2 2 (5.88%) Dynamics 365
Database & Business Intelligence
1 10 (29.41%) Pentaho
2 9 (26.47%) Relational Database
2 9 (26.47%) SQL Server
3 8 (23.53%) MongoDB
4 6 (17.65%) NoSQL
5 5 (14.71%) SQL Server Reporting Services
6 4 (11.76%) DataStage
6 4 (11.76%) DB2
6 4 (11.76%) IBM InfoSphere
6 4 (11.76%) SAP Data Services
6 4 (11.76%) SQL Server Integration Services
7 3 (8.82%) Data Warehouse
7 3 (8.82%) RDBMS
7 3 (8.82%) SSDT
8 2 (5.88%) Base SAS
8 2 (5.88%) SAS Data Integration Studio
8 2 (5.88%) SAS Enterprise Guide
9 1 (2.94%) Riak
9 1 (2.94%) SQL Server 2008
9 1 (2.94%) SQL Server Analysis Services
Development Applications
1 6 (17.65%) Talend Open Studio
2 3 (8.82%) SQL Server Management Studio (SSMS)
2 3 (8.82%) Visual Studio
General
1 6 (17.65%) Finance
2 2 (5.88%) Banking
3 1 (2.94%) Advertising
Job Titles
1 12 (35.29%) Architect
2 9 (26.47%) Developer
3 6 (17.65%) Solutions Architect
4 5 (14.71%) Technical Architect
5 4 (11.76%) Consultant
5 4 (11.76%) Data Architect
5 4 (11.76%) DataStage Consultant
6 3 (8.82%) Analyst
6 3 (8.82%) Data Migration Lead
6 3 (8.82%) Pentaho Developer
6 3 (8.82%) Technical Leader
7 2 (5.88%) Business Analyst
7 2 (5.88%) Business Intelligence Developer
7 2 (5.88%) Data Migration Developer
7 2 (5.88%) ETL Consultant
7 2 (5.88%) ETL Developer
7 2 (5.88%) IT Architect
8 1 (2.94%) Business Intelligence Manager
8 1 (2.94%) Lead Architect
8 1 (2.94%) Linux Specialist
Libraries, Frameworks & Software Standards
1 5 (14.71%) XML
2 1 (2.94%) .NET
2 1 (2.94%) Flask
2 1 (2.94%) MDX
2 1 (2.94%) Web Services
Miscellaneous
1 5 (14.71%) Reference Data
2 4 (11.76%) Analytical Skills
3 3 (8.82%) NHS
4 1 (2.94%) Computer Science
4 1 (2.94%) Management Information System
Operating Systems
1 1 (2.94%) Linux
1 1 (2.94%) Unix
1 1 (2.94%) Windows
Processes & Methodologies
1 20 (58.82%) Data Modelling
2 15 (44.12%) ETL
3 8 (23.53%) Agile Software Development
3 8 (23.53%) Data Migration
3 8 (23.53%) Migration
4 7 (20.59%) Data Cleansing
5 6 (17.65%) Analytics
5 6 (17.65%) Data Transformation
5 6 (17.65%) TOGAF
6 5 (14.71%) Data Architecture
6 5 (14.71%) Project Management
7 4 (11.76%) Business Development
7 4 (11.76%) Business Intelligence
7 4 (11.76%) Data Analysis
7 4 (11.76%) Data Governance
7 4 (11.76%) Scenario Testing
7 4 (11.76%) Validation
8 3 (8.82%) Change Management
8 3 (8.82%) Data Strategy
8 3 (8.82%) Enterprise Architecture
Programming Languages
1 10 (29.41%) SQL
2 5 (14.71%) T-SQL
3 4 (11.76%) Shell Script
4 1 (2.94%) C#
4 1 (2.94%) JavaScript
4 1 (2.94%) Python
4 1 (2.94%) VB.NET
Qualifications
1 6 (17.65%) Degree
2 2 (5.88%) Master's Degree
2 2 (5.88%) Security Cleared
3 1 (2.94%) SAS Certification
Quality Assurance & Compliance
1 22 (64.71%) Data Quality
2 3 (8.82%) IFRS
2 3 (8.82%) IFRS 9
3 2 (5.88%) QA
Systems Management
1 1 (2.94%) Ansible
Vendors
1 8 (23.53%) IBM
2 7 (20.59%) Informatica
3 6 (17.65%) Microsoft
3 6 (17.65%) Talend
4 4 (11.76%) Oracle
4 4 (11.76%) SAP
5 1 (2.94%) DataFlux
5 1 (2.94%) Splunk
5 1 (2.94%) Trillium