The following table provides summary statistics for permanent job vacancies advertised in Leeds 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 23 June 2017 with a comparison to the same period in the previous 2 years.

Data Integration
3 months to
23 Jun 2017
Same period 2016 Same period 2015
Rank 135 145 161
Rank change year-on-year +10 +16  
Permanent jobs citing Data Integration 23 17 21
As % of all permanent IT jobs advertised in Leeds 0.91% 0.58% 0.63%
As % of the Processes & Methodologies category 0.98% 0.63% 0.70%
Number of salaries quoted 23 16 19
Median salary £55,000 £50,000 £55,000
Median salary % change year-on-year +10.00% -9.09%  
90% offered a salary of more than £44,200 £40,000 £51,000
10% offered a salary of more than £69,000 £60,000 £65,000
UK excluding London median salary £50,000 £52,750 £49,750
% change year-on-year -5.21% +6.03%  

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 Leeds with a requirement for process and methodology skills.

Process & Methodology Skills
Leeds
Permanent job vacancies with a requirement for process and methodology skills 2355 2678 3003
As % of all permanent IT job vacancies advertised in Leeds 93.05% 91.31% 90.48%
Number of salaries quoted 1966 2191 2352
Median salary £47,000 £43,596 £43,000
Median salary % change year-on-year +7.80% +1.38%  
90% offered a salary of more than £31,500 £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 Leeds

The job posting trend of jobs advertised in Leeds 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 Leeds

Data Integration
Salary Trend in Leeds

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

Salary trend for Data Integration in Leeds

Data Integration
Salary Histogram in Leeds

The salary distribution of IT jobs citing Data Integration in Leeds over the 3 months to 23 June 2017.

Salary histogram for Data Integration in Leeds

For the 6 months to 23 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 Leeds region with a requirement for Data Integration.

1 38 (86.36%) Microsoft
2 35 (79.55%) SQL
2 35 (79.55%) SQL Server
2 35 (79.55%) SQL Server Integration Services
2 35 (79.55%) SQL Server Analysis Services
3 32 (72.73%) C#
3 32 (72.73%) Data Warehouse
3 32 (72.73%) Business Intelligence
4 27 (61.36%) SQL Server 2016
5 25 (56.82%) Big Data
6 24 (54.55%) ETL
7 23 (52.27%) Java
7 23 (52.27%) Advertising
7 23 (52.27%) Games
7 23 (52.27%) Low Latency
7 23 (52.27%) SDLC
8 14 (31.82%) Agile Software Development
9 13 (29.55%) .NET
10 12 (27.27%) Visual Studio
10 12 (27.27%) SQL Server Reporting Services
11 11 (25.00%) Finance
11 11 (25.00%) Analytics
12 10 (22.73%) Microsoft Azure
13 9 (20.45%) Mentoring
13 9 (20.45%) Analytical Skills
14 8 (18.18%) SaaS
14 8 (18.18%) PaaS
14 8 (18.18%) Security Architecture
14 8 (18.18%) Team Foundation Server
14 8 (18.18%) Test Automation

Data Integration
Co-occurring IT Skills in Leeds 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 (15.91%) SharePoint
2 4 (9.09%) IIS
2 4 (9.09%) WebSphere
Business Applications
1 4 (9.09%) Maximo
Cloud Services
1 10 (22.73%) Microsoft Azure
2 8 (18.18%) PaaS
2 8 (18.18%) SaaS
3 2 (4.55%) Cortana Intelligence Suite
Database & Business Intelligence
1 35 (79.55%) SQL Server
1 35 (79.55%) SQL Server Analysis Services
1 35 (79.55%) SQL Server Integration Services
2 32 (72.73%) Data Warehouse
3 27 (61.36%) SQL Server 2016
4 25 (56.82%) Big Data
5 12 (27.27%) SQL Server Reporting Services
6 5 (11.36%) Data Mining
6 5 (11.36%) Relational Database
7 3 (6.82%) Power BI
8 2 (4.55%) Azure SQL Database
8 2 (4.55%) Data Lake
8 2 (4.55%) Hadoop
8 2 (4.55%) Microsoft Analysis Services
8 2 (4.55%) RDBMS
9 1 (2.27%) MOLAP
9 1 (2.27%) OLAP
9 1 (2.27%) OLTP
9 1 (2.27%) ROLAP
9 1 (2.27%) SQL Server 2005
Development Applications
1 12 (27.27%) Visual Studio
2 8 (18.18%) Team Foundation Server
General
1 23 (52.27%) Advertising
1 23 (52.27%) Games
2 11 (25.00%) Finance
3 3 (6.82%) Legal
4 1 (2.27%) Law
Job Titles
1 29 (65.91%) Business Intelligence Developer
1 29 (65.91%) Developer
2 16 (36.36%) ETL Developer
3 8 (18.18%) Technical Leader
4 7 (15.91%) Senior Business Intelligence Developer
4 7 (15.91%) Senior Developer
5 4 (9.09%) Analyst
5 4 (9.09%) Applications Support
5 4 (9.09%) Applications Support Analyst
5 4 (9.09%) Support Analyst
6 3 (6.82%) Data Warehouse Developer
7 2 (4.55%) Business Consultant
7 2 (4.55%) Business Developer
7 2 (4.55%) Business Intelligence Consultant
7 2 (4.55%) Consultant
7 2 (4.55%) Microsoft BI Consultant
7 2 (4.55%) Microsoft Consultant
7 2 (4.55%) SQL BI Developer
7 2 (4.55%) SQL Developer
8 1 (2.27%) SQL Server BI Developer
Libraries, Frameworks & Software Standards
1 13 (29.55%) .NET
2 8 (18.18%) WCF
3 4 (9.09%) Web Services
3 4 (9.09%) XML
4 1 (2.27%) MDX
Miscellaneous
1 9 (20.45%) Analytical Skills
2 1 (2.27%) iPad
Operating Systems
1 4 (9.09%) Windows
1 4 (9.09%) Windows Server
Processes & Methodologies
1 32 (72.73%) Business Intelligence
2 24 (54.55%) ETL
3 23 (52.27%) Low Latency
3 23 (52.27%) SDLC
4 14 (31.82%) Agile Software Development
5 11 (25.00%) Analytics
6 9 (20.45%) Mentoring
7 8 (18.18%) MVC
7 8 (18.18%) Security Architecture
7 8 (18.18%) Test Automation
8 5 (11.36%) Data Modelling
9 4 (9.09%) Data Analytics
9 4 (9.09%) Data Architecture
9 4 (9.09%) Server Virtualisation
10 3 (6.82%) Data Mapping
10 3 (6.82%) Kimball Methodology
11 2 (4.55%) Data Cleansing
11 2 (4.55%) Data Conversion
11 2 (4.55%) Migration
11 2 (4.55%) Use Case
Programming Languages
1 35 (79.55%) SQL
2 32 (72.73%) C#
3 23 (52.27%) Java
4 2 (4.55%) T-SQL
5 1 (2.27%) VB.NET
Qualifications
1 2 (4.55%) SC Cleared
1 2 (4.55%) Security Cleared
2 1 (2.27%) MCSE
2 1 (2.27%) Microsoft Certification
Quality Assurance & Compliance
1 2 (4.55%) Data Quality
Systems Management
1 1 (2.27%) EMC NetWorker
Vendors
1 38 (86.36%) Microsoft
2 4 (9.09%) IBM
2 4 (9.09%) Tableau