The table below looks at the prevalence of the term Data Integration in IT jobs advertised for the City of London region. Included is a guide to the salaries offered in IT jobs that have cited Data Integration over the 3 months to 25 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
25 Aug 2016
Same period 2015 Same period 2014
Data Integration
Rank 213 206 280
Rank change year-on-year
-7 +74
Permanent jobs citing Data Integration 41 118 64
As % of all permanent IT jobs located in the City of London 0.66% 1.19% 0.53%
As % of the Miscellaneous category 1.42% 2.57% 1.15%
Number of salaries quoted 40 113 52
Median salary £72,500 £57,500 £58,000
Median salary % change year-on-year
+26.08% -0.86%
90% offered a salary of more than £42,000 £41,300 £37,750
10% offered a salary of more than £92,500 £86,000 £85,000
UK excluding London median salary £52,500 £45,000 £51,500
% change year-on-year
+16.66% -12.62%
Data Integration
London

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

Miscellaneous Category
City of London
Permanent IT job ads with a match in the
Miscellaneous category
2887 4593 5558
As % of all permanent IT jobs located in the City of London 46.78% 46.47% 46.01%
Number of salaries quoted 2597 3786 4569
Median salary £60,000 £57,500 £55,500
Median salary % change year-on-year
+4.34% +3.60%
90% offered a salary of more than £35,000 £35,000 £32,500
10% offered a salary of more than £87,500 £80,000 £85,000
UK excluding London median salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -

Data Integration
Jobs Demand Trend in the City of London

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

Data Integration Jobs Demand Trend in the City of London

Data Integration
Salary Trend in the City of London

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

Data Integration Salary Trend in the City of London

Data Integration
Salary Histogram in the City of London

This chart provides a salary histogram for IT jobs citing Data Integration across the City of London region over the 3 months to 25 August 2016.

Data Integration Salary Histogram in the City of London

Data Integration
Top 30 Related IT Skills in the City of London

For the 6 months to 25 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 City of London region with a requirement for Data Integration.

1 43 (53.75%) SQL
1 43 (53.75%) ETL
2 36 (45.00%) Business Intelligence
3 35 (43.75%) Data Warehouse
4 30 (37.50%) Data Modelling
5 21 (26.25%) Finance
5 21 (26.25%) Microsoft
6 19 (23.75%) SQL Server
6 19 (23.75%) SQL Server Integration Services
7 18 (22.50%) Data Architecture
7 18 (22.50%) Big Data
8 17 (21.25%) SDLC
8 17 (21.25%) Data Management
9 16 (20.00%) T-SQL
9 16 (20.00%) Data Quality
10 14 (17.50%) Hadoop
10 14 (17.50%) Python
10 14 (17.50%) SQL Server Reporting Services
10 14 (17.50%) Agile Software Development
11 13 (16.25%) BusinessObjects
11 13 (16.25%) Analytics
12 12 (15.00%) MS Excel
12 12 (15.00%) Banking
13 11 (13.75%) Information Management
13 11 (13.75%) Oracle
13 11 (13.75%) Tableau
14 10 (12.50%) Linux
14 10 (12.50%) Informatica
15 9 (11.25%) OLAP
15 9 (11.25%) SQL Server Analysis Services

Data Integration
Top Related IT Skills in the City of London 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 (8.75%) Apache Spark
2 5 (6.25%) BizTalk Server
3 4 (5.00%) Apache
3 4 (5.00%) SAS
4 3 (3.75%) SharePoint
5 2 (2.50%) Jetty
6 1 (1.25%) Confluence
6 1 (1.25%) Mule
Applications
1 12 (15.00%) MS Excel
2 2 (2.50%) MS Office
3 1 (1.25%) MS Project
Business Applications
1 2 (2.50%) Cognos Business Intelligence
1 2 (2.50%) Dynamics CRM
Cloud Services
1 5 (6.25%) Amazon AWS
2 3 (3.75%) Microsoft Azure
2 3 (3.75%) SaaS
3 2 (2.50%) Google Apps
3 2 (2.50%) PaaS
Communications & Networking
1 3 (3.75%) Internet
2 2 (2.50%) DHCP
2 2 (2.50%) DNS
2 2 (2.50%) LAN
2 2 (2.50%) Network Security
2 2 (2.50%) WAN
Database & Business Intelligence
1 35 (43.75%) Data Warehouse
2 19 (23.75%) SQL Server
2 19 (23.75%) SQL Server Integration Services
3 18 (22.50%) Big Data
4 14 (17.50%) Hadoop
4 14 (17.50%) SQL Server Reporting Services
5 13 (16.25%) BusinessObjects
6 9 (11.25%) OLAP
6 9 (11.25%) SQL Server Analysis Services
7 8 (10.00%) BusinessObjects XI
8 6 (7.50%) Microsoft Analysis Services
8 6 (7.50%) MongoDB
8 6 (7.50%) MySQL
8 6 (7.50%) NoSQL
9 5 (6.25%) Apache Cassandra
9 5 (6.25%) Data Mart
9 5 (6.25%) Data Mining
9 5 (6.25%) OLTP
9 5 (6.25%) PowerPivot
9 5 (6.25%) QlikView
Development Applications
1 4 (5.00%) Team Foundation Server
2 1 (1.25%) JIRA
2 1 (1.25%) Phabricator
General
1 21 (26.25%) Finance
2 12 (15.00%) Banking
3 8 (10.00%) Investment Banking
3 8 (10.00%) Marketing
4 5 (6.25%) Retail
5 3 (3.75%) Back Office
5 3 (3.75%) Financial Institution
5 3 (3.75%) Legal
6 2 (2.50%) Telecoms
7 1 (1.25%) Advertising
7 1 (1.25%) Law
7 1 (1.25%) Manufacturing
7 1 (1.25%) Publishing
7 1 (1.25%) Retail Banking
Job Titles
1 24 (30.00%) Developer
2 17 (21.25%) Architect
3 10 (12.50%) Business Intelligence Developer
3 10 (12.50%) Data Architect
4 9 (11.25%) Analyst
4 9 (11.25%) Business Intelligence Manager
5 8 (10.00%) Data Analyst
5 8 (10.00%) Delivery Manager
6 7 (8.75%) Integration Architect
6 7 (8.75%) SQL Developer
7 6 (7.50%) ETL Analyst
8 5 (6.25%) Data Warehouse Manager
8 5 (6.25%) Technical Delivery Manager
8 5 (6.25%) Technical Manager
9 4 (5.00%) Data Quality Analyst
9 4 (5.00%) ETL Developer
9 4 (5.00%) SAS Administrator
9 4 (5.00%) Senior Data Analyst
9 4 (5.00%) Senior SAS Administrator
9 4 (5.00%) SQL Server Architect
Libraries, Frameworks & Software Standards
1 5 (6.25%) CSS
1 5 (6.25%) HTML
2 4 (5.00%) HTML5
2 4 (5.00%) MDX
2 4 (5.00%) Web Services
2 4 (5.00%) XML
3 3 (3.75%) .NET
3 3 (3.75%) Ajax
3 3 (3.75%) AngularJS
3 3 (3.75%) CSS3
3 3 (3.75%) Ext JS
3 3 (3.75%) jQuery
3 3 (3.75%) Kafka
3 3 (3.75%) scikit-learn
4 2 (2.50%) D3.js
4 2 (2.50%) DHTML
4 2 (2.50%) GWT
4 2 (2.50%) LAMP
4 2 (2.50%) SOAP
4 2 (2.50%) Vaadin
Miscellaneous
1 9 (11.25%) Analytical Skills
1 9 (11.25%) Visualisation
2 6 (7.50%) Management Information System
3 5 (6.25%) Data Structures
4 4 (5.00%) Computer Science
4 4 (5.00%) Mathematics
5 2 (2.50%) Blackberry
5 2 (2.50%) Public Cloud
5 2 (2.50%) Reference Data
5 2 (2.50%) RIA
6 1 (1.25%) Data Centre
6 1 (1.25%) Data Protection Act
6 1 (1.25%) Informatics
6 1 (1.25%) Market Risk
6 1 (1.25%) Statistics
6 1 (1.25%) Taxonomies
6 1 (1.25%) User Experience
Operating Systems
1 10 (12.50%) Linux
2 8 (10.00%) Unix
3 2 (2.50%) Windows
4 1 (1.25%) Debian
Processes & Methodologies
1 43 (53.75%) ETL
2 36 (45.00%) Business Intelligence
3 30 (37.50%) Data Modelling
4 18 (22.50%) Data Architecture
5 17 (21.25%) Data Management
5 17 (21.25%) SDLC
6 14 (17.50%) Agile Software Development
7 13 (16.25%) Analytics
8 11 (13.75%) Information Management
9 8 (10.00%) Process Improvement
9 8 (10.00%) SOA
10 7 (8.75%) Data Analytics
10 7 (8.75%) Dimensional Modelling
10 7 (8.75%) Enterprise Architecture
11 6 (7.50%) Continuous Improvement
11 6 (7.50%) Data Analysis
11 6 (7.50%) Data Migration
11 6 (7.50%) Migration
12 5 (6.25%) Data Visualisation
12 5 (6.25%) Scrum
Programming Languages
1 43 (53.75%) SQL
2 16 (20.00%) T-SQL
3 14 (17.50%) Python
4 8 (10.00%) R
5 7 (8.75%) JavaScript
6 6 (7.50%) Perl
6 6 (7.50%) PL/SQL
7 5 (6.25%) Data Analysis Expressions (DAX)
7 5 (6.25%) Java
7 5 (6.25%) VBA
8 3 (3.75%) MATLAB
9 2 (2.50%) PHP
9 2 (2.50%) Ruby
9 2 (2.50%) Scala
10 1 (1.25%) C#
10 1 (1.25%) TypeScript
Qualifications
1 4 (5.00%) SAS Certification
2 3 (3.75%) Degree
2 3 (3.75%) PhD
3 2 (2.50%) IBM Certification
4 1 (1.25%) ISTQB
4 1 (1.25%) Security Cleared
Quality Assurance & Compliance
1 16 (20.00%) Data Quality
2 7 (8.75%) QA
3 1 (1.25%) Dodd-Frank
3 1 (1.25%) EMIR
3 1 (1.25%) MiFID
3 1 (1.25%) TARGET2
Systems Management
1 2 (2.50%) Control-M
Vendors
1 21 (26.25%) Microsoft
2 11 (13.75%) Oracle
2 11 (13.75%) Tableau
3 10 (12.50%) Informatica
4 5 (6.25%) Cloudera
4 5 (6.25%) SAP
5 3 (3.75%) Google
5 3 (3.75%) Hortonworks
5 3 (3.75%) MapR
5 3 (3.75%) Sencha
5 3 (3.75%) Vertica
6 2 (2.50%) Aruba
6 2 (2.50%) Cognos
6 2 (2.50%) Extreme Networks
6 2 (2.50%) IBM
6 2 (2.50%) Infoblox
6 2 (2.50%) Juniper
6 2 (2.50%) Palo Alto
7 1 (1.25%) Hyperion
7 1 (1.25%) Twitter
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