The table below looks at the prevalence of the term Data Integration in IT jobs advertised for the Cambridge region. Included is a guide to the salaries offered in IT jobs that have cited Data Integration over the 3 months to 31 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
31 Aug 2016
Same period 2015 Same period 2014
Data Integration
Rank 90 104 120
Rank change year-on-year
+14 +16
Permanent jobs citing Data Integration 12 4 1
As % of all permanent IT jobs located in Cambridge 0.99% 0.29% 0.055%
As % of the Miscellaneous category 1.83% 0.63% 0.11%
Number of salaries quoted 3 2 0
Median salary £53,500 £40,000 -
Median salary % change year-on-year
+33.75% -
UK excluding London median salary £52,500 £45,000 £52,500
% change year-on-year
+16.66% -14.28%
Data Integration
Cambridgeshire

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

Miscellaneous Category
Cambridge
Permanent IT job ads with a match in the
Miscellaneous category
657 634 870
As % of all permanent IT jobs located in Cambridge 54.21% 45.35% 47.93%
Number of salaries quoted 506 532 630
Median salary £45,000 £44,500 £40,000
Median salary % change year-on-year
+1.12% +11.25%
90% offered a salary of more than £27,500 £30,000 £27,500
10% offered a salary of more than £70,000 £65,000 £65,000
UK excluding London median salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -

Data Integration
Jobs Demand Trend in Cambridge

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

Data Integration Jobs Demand Trend in Cambridge

Data Integration
Salary Trend in Cambridge

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

Data Integration Salary Trend in Cambridge

Data Integration
Top 30 Related IT Skills in Cambridge

For the 6 months to 31 August 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 Cambridge region with a requirement for Data Integration.

1 16 (69.57%) Business Intelligence
2 15 (65.22%) SOA
2 15 (65.22%) Relational Database
3 10 (43.48%) ITIL Foundation Certificate
3 10 (43.48%) ERP
3 10 (43.48%) ITIL
4 7 (30.43%) XML
5 6 (26.09%) Data Modelling
5 6 (26.09%) Analytics
5 6 (26.09%) Data Structures
6 5 (21.74%) Visualisation
6 5 (21.74%) Virtual Team
6 5 (21.74%) Master Data Management
6 5 (21.74%) Metadata Management
6 5 (21.74%) Data Visualisation
6 5 (21.74%) Data Quality
6 5 (21.74%) NoSQL
6 5 (21.74%) CSS
6 5 (21.74%) Java
6 5 (21.74%) JavaScript
6 5 (21.74%) SQL
6 5 (21.74%) Data Security
6 5 (21.74%) Data Warehouse
6 5 (21.74%) Stakeholder Management
6 5 (21.74%) Data Management
6 5 (21.74%) Data Analysis
6 5 (21.74%) Predictive Analytics
6 5 (21.74%) Computer Science
6 5 (21.74%) Data Architecture
7 4 (17.39%) Agile Software Development

Data Integration
Top Related IT Skills in Cambridge 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 (8.70%) Apache Solr
Applications
1 2 (8.70%) Spreadsheet
Business Applications
1 1 (4.35%) Cognos TM1
Database & Business Intelligence
1 15 (65.22%) Relational Database
2 5 (21.74%) Data Warehouse
2 5 (21.74%) NoSQL
3 4 (17.39%) Enterprise Data Warehouse
4 3 (13.04%) RDBMS
5 2 (8.70%) Big Data
5 2 (8.70%) MySQL
6 1 (4.35%) OLAP
6 1 (4.35%) OLAP Cube
Development Applications
1 2 (8.70%) Hudson
1 2 (8.70%) PhantomJS
1 2 (8.70%) Selenium
General
1 4 (17.39%) Finance
2 2 (8.70%) Financial Institution
2 2 (8.70%) Law
2 2 (8.70%) Pharmaceutical
Job Titles
1 10 (43.48%) Designer
2 9 (39.13%) Solutions Designer
3 7 (30.43%) Architect
4 6 (26.09%) Senior Designer
5 5 (21.74%) Data Architect
5 5 (21.74%) Developer
5 5 (21.74%) Senior Applications Designer
6 3 (13.04%) Java Developer
7 2 (8.70%) Integration Specialist
7 2 (8.70%) Software Developer
7 2 (8.70%) Systems Designer
8 1 (4.35%) Business Architect
8 1 (4.35%) Data Integration Specialist
8 1 (4.35%) IT Architect
8 1 (4.35%) MIS Architect
8 1 (4.35%) Solutions Architect
Libraries, Frameworks & Software Standards
1 7 (30.43%) XML
2 5 (21.74%) CSS
3 3 (13.04%) GWT
3 3 (13.04%) J2EE
3 3 (13.04%) Java EE
3 3 (13.04%) LESS
3 3 (13.04%) Smart GWT
3 3 (13.04%) Spring
3 3 (13.04%) XML Schema
3 3 (13.04%) XSL
4 2 (8.70%) .NET
4 2 (8.70%) ASP.NET Web API
4 2 (8.70%) DOM
4 2 (8.70%) HTML
4 2 (8.70%) jQuery
4 2 (8.70%) JSON
4 2 (8.70%) RESTful
4 2 (8.70%) SOAP
Miscellaneous
1 6 (26.09%) Data Structures
2 5 (21.74%) Computer Science
2 5 (21.74%) Virtual Team
2 5 (21.74%) Visualisation
3 2 (8.70%) Biology
3 2 (8.70%) Informatics
3 2 (8.70%) Ontologies
Operating Systems
1 3 (13.04%) Linux
1 3 (13.04%) Windows
Processes & Methodologies
1 16 (69.57%) Business Intelligence
2 15 (65.22%) SOA
3 10 (43.48%) ERP
3 10 (43.48%) ITIL
4 6 (26.09%) Analytics
4 6 (26.09%) Data Modelling
5 5 (21.74%) Data Analysis
5 5 (21.74%) Data Architecture
5 5 (21.74%) Data Management
5 5 (21.74%) Data Security
5 5 (21.74%) Data Visualisation
5 5 (21.74%) Master Data Management
5 5 (21.74%) Metadata Management
5 5 (21.74%) Predictive Analytics
5 5 (21.74%) Stakeholder Management
6 4 (17.39%) Agile Software Development
6 4 (17.39%) Business Transformation
6 4 (17.39%) Data Analytics
6 4 (17.39%) Migration
7 3 (13.04%) Data Transformation
Programming Languages
1 5 (21.74%) Java
1 5 (21.74%) JavaScript
1 5 (21.74%) SQL
2 3 (13.04%) PL/SQL
3 2 (8.70%) C#
Qualifications
1 10 (43.48%) ITIL Foundation Certificate
2 3 (13.04%) Degree
3 2 (8.70%) PhD
Quality Assurance & Compliance
1 5 (21.74%) Data Quality
2 3 (13.04%) QA
Vendors
1 4 (17.39%) SAP
2 3 (13.04%) Oracle
3 2 (8.70%) Google
3 2 (8.70%) Microsoft
4 1 (4.35%) Cognos
4 1 (4.35%) Pegasus