Period
to 19 November 2017

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 6 months to 19 November 2017 with a comparison to the same period in the previous 2 years.

Data Integration
6 months to
19 Nov 2017
Same period 2016 Same period 2015
Rank 191 181 255
Rank change year-on-year -10 +74 -5
Permanent jobs citing Data Integration 30 48 18
As % of all permanent IT jobs advertised in Leeds 0.61% 0.89% 0.26%
As % of the Processes & Methodologies category 0.67% 0.98% 0.28%
Number of salaries quoted 26 43 8
Leeds median annual salary £45,000 £50,000 £43,750
Median salary % change year-on-year -10.00% +14.29% -23.91%
10th Percentile £40,000 £41,750 £35,550
90th Percentile £67,500 £62,500 £59,750
West Yorkshire median annual salary £45,000 £50,500 £37,500
% change year-on-year -10.89% +34.67% -36.17%

Data Integration is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Leeds with a requirement for process or methodology skills.

All Process and Methodology Skills
Leeds
Permanent vacancies with a requirement for process or methodology skills 4510 4881 6385
As % of all permanent IT jobs advertised in Leeds 92.27% 90.61% 91.94%
Number of salaries quoted 3789 4183 5074
Leeds median annual salary £45,000 £42,500 £42,500
Median salary % change year-on-year +5.88% - +6.25%
10th Percentile £27,500 £26,250 £27,000
90th Percentile £63,250 £62,500 £61,250
West Yorkshire median annual salary £42,500 £42,500 £42,000
% change year-on-year - +1.19% +5.00%

Data Integration
Job Vacancy Trend in Leeds

Job postings citing Data Integration as a percentage of all IT jobs advertised in Leeds.

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 6 months to 19 November 2017.

Salary histogram for Data Integration in Leeds

For the 6 months to 19 November 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 28 (93.33%) SQL Server
2 27 (90.00%) ETL
2 27 (90.00%) SQL
3 26 (86.67%) Microsoft
3 26 (86.67%) SQL Server Integration Services
4 21 (70.00%) Data Warehouse
5 18 (60.00%) SQL Server Analysis Services
5 18 (60.00%) Business Intelligence
6 16 (53.33%) Advertising
6 16 (53.33%) Java
6 16 (53.33%) Visual Studio
7 15 (50.00%) C#
8 12 (40.00%) Agile Software Development
8 12 (40.00%) Analytics
9 11 (36.67%) Games
10 10 (33.33%) Big Data
10 10 (33.33%) SQL Server Reporting Services
11 8 (26.67%) Talend
11 8 (26.67%) Low Latency
11 8 (26.67%) Talend Open Studio
11 8 (26.67%) Team Foundation Server
11 8 (26.67%) Migration
11 8 (26.67%) Tableau
11 8 (26.67%) Enterprise Data Warehouse
11 8 (26.67%) SDLC
11 8 (26.67%) SQL Server 2016
12 7 (23.33%) SQL Server 2014
12 7 (23.33%) SAP
12 7 (23.33%) XML
12 7 (23.33%) CRM

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 2 (6.67%) SharePoint
2 1 (3.33%) SAS
Business Applications
1 7 (23.33%) Dynamics CRM
Cloud Services
1 2 (6.67%) Cortana Intelligence Suite
1 2 (6.67%) Microsoft Azure
Database & Business Intelligence
1 28 (93.33%) SQL Server
2 26 (86.67%) SQL Server Integration Services
3 21 (70.00%) Data Warehouse
4 18 (60.00%) SQL Server Analysis Services
5 10 (33.33%) Big Data
5 10 (33.33%) SQL Server Reporting Services
6 8 (26.67%) Enterprise Data Warehouse
6 8 (26.67%) SQL Server 2016
7 7 (23.33%) SQL Server 2012
7 7 (23.33%) SQL Server 2014
8 3 (10.00%) RDBMS
8 3 (10.00%) Relational Database
9 2 (6.67%) Cognos Report Studio
9 2 (6.67%) Data Mining
9 2 (6.67%) DataStage
9 2 (6.67%) DB2
9 2 (6.67%) DecisionStream
9 2 (6.67%) Hadoop
9 2 (6.67%) IBM InfoSphere
9 2 (6.67%) Microsoft Analysis Services
Development Applications
1 16 (53.33%) Visual Studio
2 8 (26.67%) Talend Open Studio
2 8 (26.67%) Team Foundation Server
3 1 (3.33%) Eclipse
General
1 16 (53.33%) Advertising
2 11 (36.67%) Games
3 1 (3.33%) Finance
Job Titles
1 25 (83.33%) Developer
2 21 (70.00%) ETL Developer
3 12 (40.00%) Business Intelligence Developer
4 10 (33.33%) SQL Developer
5 8 (26.67%) SSIS Developer
6 4 (13.33%) Consultant
7 2 (6.67%) Analytics Consultant
7 2 (6.67%) Business Consultant
7 2 (6.67%) Business Intelligence Consultant
7 2 (6.67%) Data Analytics Consultant
7 2 (6.67%) Data Warehouse Consultant
7 2 (6.67%) Microsoft BI Consultant
7 2 (6.67%) Microsoft Consultant
7 2 (6.67%) Senior Business Intelligence Developer
7 2 (6.67%) Senior Developer
7 2 (6.67%) SQL BI Developer
8 1 (3.33%) Data Engineer
8 1 (3.33%) Data Integration Developer
8 1 (3.33%) Integration Developer
8 1 (3.33%) Senior Data Analytics Consultant
Libraries, Frameworks & Software Standards
1 7 (23.33%) XML
Miscellaneous
1 4 (13.33%) Analytical Skills
Processes & Methodologies
1 27 (90.00%) ETL
2 18 (60.00%) Business Intelligence
3 12 (40.00%) Agile Software Development
3 12 (40.00%) Analytics
4 8 (26.67%) Low Latency
4 8 (26.67%) Migration
4 8 (26.67%) SDLC
5 7 (23.33%) CRM
5 7 (23.33%) ERP
6 2 (6.67%) Data Architecture
6 2 (6.67%) Data Cleansing
6 2 (6.67%) Data Conversion
6 2 (6.67%) Data Modelling
6 2 (6.67%) Kimball Methodology
6 2 (6.67%) Performance Tuning
6 2 (6.67%) Predictive Analytics
6 2 (6.67%) Use Case
7 1 (3.33%) Data Protection
7 1 (3.33%) Service Delivery
Programming Languages
1 27 (90.00%) SQL
2 16 (53.33%) Java
3 15 (50.00%) C#
4 1 (3.33%) T-SQL
Qualifications
1 2 (6.67%) SC Cleared
1 2 (6.67%) Security Cleared
2 1 (3.33%) Computer Science Degree
2 1 (3.33%) Degree
Quality Assurance & Compliance
1 2 (6.67%) QA
2 1 (3.33%) SLA
Vendors
1 26 (86.67%) Microsoft
2 8 (26.67%) Tableau
2 8 (26.67%) Talend
3 7 (23.33%) SAP
4 3 (10.00%) Oracle
5 2 (6.67%) Cognos
5 2 (6.67%) IBM
6 1 (3.33%) Capita