The following table provides summary statistics for permanent job vacancies advertised in West Yorkshire with a requirement for Data Integration skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Integration over the 3 months to 27 June 2017 with a comparison to the same period in the previous 2 years.

Data Integration
Yorkshire / West Yorkshire
3 months to
27 Jun 2017
Same period 2016 Same period 2015
Rank 162 173 167
Rank change year-on-year +11 -6  
Permanent jobs citing Data Integration 24 25 41
As % of all permanent IT jobs advertised in West Yorkshire 0.68% 0.64% 0.90%
As % of the Processes & Methodologies category 0.74% 0.70% 0.99%
Number of salaries quoted 24 24 28
Median salary £55,000 £58,750 £52,500
Median salary % change year-on-year -6.38% +11.90%  
90% offered a salary of more than £45,000 £47,500 £27,500
10% offered a salary of more than £68,500 £80,000 £65,000
UK excluding London median salary £50,000 £53,500 £47,500
% change year-on-year -6.54% +12.63%  

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 permanent job vacancies advertised in West Yorkshire with a requirement for process and methodology skills.

Process & Methodology Skills
West Yorkshire
Permanent job vacancies with a requirement for process and methodology skills 3249 3587 4138
As % of all permanent IT job vacancies advertised in West Yorkshire 92.54% 91.53% 90.33%
Number of salaries quoted 2719 3014 3288
Median salary £45,000 £42,500 £42,500
Median salary % change year-on-year +5.88% -  
90% offered a salary of more than £30,000 £30,000 £30,000
10% offered a salary of more than £65,000 £60,000 £65,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

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 permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Data Integration in West Yorkshire

Data Integration
Salary Trend in West Yorkshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Integration in West Yorkshire.

Salary trend for Data Integration in West Yorkshire

Data Integration
Salary Histogram in West Yorkshire

The salary distribution of IT jobs citing Data Integration in West Yorkshire over the 3 months to 27 June 2017.

Salary histogram for Data Integration in West Yorkshire

Data Integration
Job Locations in West Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Integration within the West Yorkshire region over the 3 months to 27 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
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Leeds +11 21 £55,000 +10.00%
Data Integration
Yorkshire

For the 6 months to 27 June 2017, IT 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 job ads across the West Yorkshire region with a requirement for Data Integration.

1 38 (80.85%) SQL
1 38 (80.85%) Microsoft
2 35 (74.47%) SQL Server
2 35 (74.47%) SQL Server Integration Services
2 35 (74.47%) SQL Server Analysis Services
3 32 (68.09%) C#
3 32 (68.09%) Data Warehouse
3 32 (68.09%) Business Intelligence
4 27 (57.45%) SQL Server 2016
5 25 (53.19%) Big Data
6 24 (51.06%) ETL
7 23 (48.94%) Java
7 23 (48.94%) Advertising
7 23 (48.94%) Games
7 23 (48.94%) Low Latency
7 23 (48.94%) SDLC
8 14 (29.79%) Agile Software Development
9 13 (27.66%) .NET
10 12 (25.53%) Visual Studio
10 12 (25.53%) SQL Server Reporting Services
11 11 (23.40%) Finance
11 11 (23.40%) Analytics
12 10 (21.28%) Microsoft Azure
13 9 (19.15%) Mentoring
13 9 (19.15%) Analytical Skills
14 8 (17.02%) SaaS
14 8 (17.02%) PaaS
14 8 (17.02%) Security Architecture
14 8 (17.02%) Team Foundation Server
14 8 (17.02%) Test Automation

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 7 (14.89%) SharePoint
2 4 (8.51%) IIS
2 4 (8.51%) WebSphere
Business Applications
1 4 (8.51%) Maximo
Cloud Services
1 10 (21.28%) Microsoft Azure
2 8 (17.02%) PaaS
2 8 (17.02%) SaaS
3 2 (4.26%) Cortana Intelligence Suite
Database & Business Intelligence
1 35 (74.47%) SQL Server
1 35 (74.47%) SQL Server Analysis Services
1 35 (74.47%) SQL Server Integration Services
2 32 (68.09%) Data Warehouse
3 27 (57.45%) SQL Server 2016
4 25 (53.19%) Big Data
5 12 (25.53%) SQL Server Reporting Services
6 5 (10.64%) Data Mining
6 5 (10.64%) Relational Database
7 3 (6.38%) Power BI
8 2 (4.26%) Azure SQL Database
8 2 (4.26%) Data Lake
8 2 (4.26%) Hadoop
8 2 (4.26%) Microsoft Analysis Services
8 2 (4.26%) RDBMS
9 1 (2.13%) MOLAP
9 1 (2.13%) OLAP
9 1 (2.13%) OLTP
9 1 (2.13%) ROLAP
9 1 (2.13%) SQL Server 2005
Development Applications
1 12 (25.53%) Visual Studio
2 8 (17.02%) Team Foundation Server
General
1 23 (48.94%) Advertising
1 23 (48.94%) Games
2 11 (23.40%) Finance
3 3 (6.38%) Legal
4 1 (2.13%) Law
Job Titles
1 32 (68.09%) Developer
2 29 (61.70%) Business Intelligence Developer
3 16 (34.04%) ETL Developer
4 8 (17.02%) Technical Leader
5 7 (14.89%) Senior Business Intelligence Developer
5 7 (14.89%) Senior Developer
6 5 (10.64%) SQL Developer
7 4 (8.51%) Analyst
7 4 (8.51%) Applications Support
7 4 (8.51%) Applications Support Analyst
7 4 (8.51%) Support Analyst
8 3 (6.38%) Data Migration Developer
8 3 (6.38%) Data Warehouse Developer
9 2 (4.26%) Business Consultant
9 2 (4.26%) Business Developer
9 2 (4.26%) Business Intelligence Consultant
9 2 (4.26%) Consultant
9 2 (4.26%) Microsoft BI Consultant
9 2 (4.26%) Microsoft Consultant
9 2 (4.26%) SQL BI Developer
Libraries, Frameworks & Software Standards
1 13 (27.66%) .NET
2 8 (17.02%) WCF
3 4 (8.51%) Web Services
3 4 (8.51%) XML
4 1 (2.13%) MDX
Miscellaneous
1 9 (19.15%) Analytical Skills
2 1 (2.13%) iPad
Operating Systems
1 4 (8.51%) Windows
1 4 (8.51%) Windows Server
Processes & Methodologies
1 32 (68.09%) Business Intelligence
2 24 (51.06%) ETL
3 23 (48.94%) Low Latency
3 23 (48.94%) SDLC
4 14 (29.79%) Agile Software Development
5 11 (23.40%) Analytics
6 9 (19.15%) Mentoring
7 8 (17.02%) MVC
7 8 (17.02%) Security Architecture
7 8 (17.02%) Test Automation
8 5 (10.64%) Data Modelling
8 5 (10.64%) Migration
9 4 (8.51%) Data Analytics
9 4 (8.51%) Data Architecture
9 4 (8.51%) Server Virtualisation
10 3 (6.38%) Data Mapping
10 3 (6.38%) Data Migration
10 3 (6.38%) Kimball Methodology
10 3 (6.38%) Time Management
11 2 (4.26%) Data Cleansing
Programming Languages
1 38 (80.85%) SQL
2 32 (68.09%) C#
3 23 (48.94%) Java
4 2 (4.26%) T-SQL
5 1 (2.13%) VB.NET
Qualifications
1 2 (4.26%) SC Cleared
1 2 (4.26%) Security Cleared
2 1 (2.13%) MCSE
2 1 (2.13%) Microsoft Certification
Quality Assurance & Compliance
1 2 (4.26%) Data Quality
Systems Management
1 1 (2.13%) EMC NetWorker
Vendors
1 38 (80.85%) Microsoft
2 4 (8.51%) IBM
2 4 (8.51%) Tableau