The table below looks at the prevalence of the term Data Integration in IT jobs advertised for the Bradford region. Included is a guide to the salaries offered in IT jobs that have cited Data Integration over the 3 months to 30 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
30 Sep 2016
Same period 2015 Same period 2014
Data Integration
Rank 57 52 48
Rank change year-on-year
-5 -4
Permanent jobs citing Data Integration 15 5 14
As % of all permanent IT jobs located in Bradford 2.47% 1.27% 3.00%
As % of the Miscellaneous category 5.86% 4.81% 10.77%
Number of salaries quoted 15 5 8
Median salary £80,000 £77,000 £60,000
Median salary % change year-on-year
+3.89% +28.33%
UK excluding London median salary £45,500 £45,000 £50,000
% change year-on-year
+1.11% -10.00%
Data Integration
West Yorkshire

The following table is for comparison with the above and provides statistics for the entire Miscellaneous category in permanent jobs advertised in the Bradford region.

Miscellaneous Category
Bradford
Permanent IT job ads with a match in the
Miscellaneous category
256 104 130
As % of all permanent IT jobs located in Bradford 42.17% 26.33% 27.90%
Number of salaries quoted 163 80 82
Median salary £50,000 £40,000 £37,500
Median salary % change year-on-year
+25.00% +6.66%
90% offered a salary of more than £35,000 £25,000 £23,500
10% offered a salary of more than £80,000 £60,000 £77,000
UK excluding London median salary £42,500 £42,000 £40,000
% change year-on-year
+1.19% +5.00%

Data Integration
Jobs Demand Trend in Bradford

The demand trend of job ads across the Bradford region citing Data Integration as a proportion of all IT jobs with a match in the Miscellaneous category.

Data Integration Jobs Demand Trend in Bradford

Data Integration
Salary Trend in Bradford

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

Data Integration Salary Trend in Bradford

Data Integration
Salary Histogram in Bradford

This chart provides a salary histogram for IT jobs citing Data Integration across the Bradford region over the 3 months to 30 September 2016.

Data Integration Salary Histogram in Bradford

Data Integration
Top 30 Related IT Skills in Bradford

For the 6 months to 30 September 2016, 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 Bradford region with a requirement for Data Integration.

1 20 (90.91%) Finance
2 19 (86.36%) JSON
2 19 (86.36%) Web Services
2 19 (86.36%) XML
3 18 (81.82%) SOA
3 18 (81.82%) Technical Architecture
4 14 (63.64%) Content Management
5 4 (18.18%) Dynamics CRM
5 4 (18.18%) MS Excel
5 4 (18.18%) CRM
6 3 (13.64%) Data Warehouse
6 3 (13.64%) ETL
6 3 (13.64%) Business Intelligence
7 2 (9.09%) SQL Server Integration Services
7 2 (9.09%) SQL Server Reporting Services
7 2 (9.09%) Project Management
7 2 (9.09%) PRINCE2
7 2 (9.09%) .NET
7 2 (9.09%) SQL Server
8 1 (4.55%) Front Office
8 1 (4.55%) Back Office
8 1 (4.55%) Data Management
8 1 (4.55%) TOGAF
8 1 (4.55%) Data Protection Act
8 1 (4.55%) Dimensional Modelling
8 1 (4.55%) SAS Enterprise Guide
8 1 (4.55%) Data Protection
8 1 (4.55%) Data Architecture
8 1 (4.55%) Visualisation
8 1 (4.55%) Microsoft Azure

Data Integration
Top Related IT Skills in Bradford 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 1 (4.55%) SAS
Applications
1 4 (18.18%) MS Excel
Business Applications
1 4 (18.18%) Dynamics CRM
Cloud Services
1 1 (4.55%) Microsoft Azure
Database & Business Intelligence
1 3 (13.64%) Data Warehouse
2 2 (9.09%) SQL Server
2 2 (9.09%) SQL Server Integration Services
2 2 (9.09%) SQL Server Reporting Services
3 1 (4.55%) Relational Database
3 1 (4.55%) SAS Enterprise Guide
General
1 20 (90.91%) Finance
2 1 (4.55%) Back Office
2 1 (4.55%) Front Office
2 1 (4.55%) Marketing
Job Titles
1 20 (90.91%) Architect
2 18 (81.82%) Technical Architect
3 14 (63.64%) Digital Architect
3 14 (63.64%) Digital Technical Architect
4 4 (18.18%) CRM Architect
5 3 (13.64%) Dynamics CRM Architect
6 2 (9.09%) Business Developer
6 2 (9.09%) Business Intelligence Developer
6 2 (9.09%) Business Intelligence Lead
6 2 (9.09%) Developer
6 2 (9.09%) Lead Developer
7 1 (4.55%) Data Architect
7 1 (4.55%) Data Modeller
7 1 (4.55%) Data Warehouse Architect
7 1 (4.55%) Integration Architect
7 1 (4.55%) SAS Architect
7 1 (4.55%) SAS Modeller
Libraries, Frameworks & Software Standards
1 19 (86.36%) JSON
1 19 (86.36%) Web Services
1 19 (86.36%) XML
2 2 (9.09%) .NET
3 1 (4.55%) REST
Miscellaneous
1 1 (4.55%) Data Protection Act
1 1 (4.55%) N-Tier
1 1 (4.55%) Visualisation
Processes & Methodologies
1 18 (81.82%) SOA
1 18 (81.82%) Technical Architecture
2 14 (63.64%) Content Management
3 4 (18.18%) CRM
4 3 (13.64%) Business Intelligence
4 3 (13.64%) ETL
5 2 (9.09%) PRINCE2
5 2 (9.09%) Project Management
6 1 (4.55%) Campaign Management
6 1 (4.55%) Change Control
6 1 (4.55%) Data Architecture
6 1 (4.55%) Data Management
6 1 (4.55%) Data Modelling
6 1 (4.55%) Data Protection
6 1 (4.55%) Data Visualisation
6 1 (4.55%) Dimensional Modelling
6 1 (4.55%) Kimball Methodology
6 1 (4.55%) Microservices
6 1 (4.55%) TOGAF
Vendors
1 1 (4.55%) IBM
1 1 (4.55%) Microsoft
1 1 (4.55%) MuleSoft