The following table provides summary statistics for permanent job vacancies advertised in the City of London 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 22 June 2017 with a comparison to the same period in the previous 2 years.

Data Integration
London / City of London
3 months to
22 Jun 2017
Same period 2016 Same period 2015
Rank 194 229 206
Rank change year-on-year +35 -23  
Permanent jobs citing Data Integration 43 30 113
As % of all permanent IT jobs advertised in the City of London 0.83% 0.47% 1.09%
As % of the Processes & Methodologies category 0.93% 0.52% 1.22%
Number of salaries quoted 38 29 107
Median salary £77,500 £62,500 £55,000
Median salary % change year-on-year +24.00% +13.63%  
90% offered a salary of more than £57,500 £52,000 £41,000
10% offered a salary of more than £82,500 £80,000 £77,500
UK excluding London median salary £50,000 £52,500 £49,750
% change year-on-year -4.76% +5.52%  

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 the City of London with a requirement for process and methodology skills.

Process & Methodology Skills
City of London
Permanent job vacancies with a requirement for process and methodology skills 4638 5789 9270
As % of all permanent IT job vacancies advertised in the City of London 89.31% 90.75% 89.25%
Number of salaries quoted 4103 5287 7927
Median salary £62,500 £60,000 £57,500
Median salary % change year-on-year +4.16% +4.34%  
90% offered a salary of more than £40,000 £40,000 £39,000
10% offered a salary of more than £85,000 £80,000 £85,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Data Integration
Job Vacancy Trend in the City of London

The job posting trend of jobs advertised in the City of London 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 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 in the City of London.

Salary trend for Data Integration in the City of London

Data Integration
Salary Histogram in the City of London

The salary distribution of IT jobs citing Data Integration in the City of London over the 3 months to 22 June 2017.

Salary histogram for Data Integration in the City of London

For the 6 months to 22 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 City of London region with a requirement for Data Integration.

1 54 (56.84%) SQL
2 38 (40.00%) ETL
3 36 (37.89%) Finance
4 35 (36.84%) Data Warehouse
4 35 (36.84%) SQL Server
5 32 (33.68%) Data Modelling
6 29 (30.53%) Microsoft
6 29 (30.53%) SQL Server Integration Services
7 28 (29.47%) Degree
7 28 (29.47%) Analytical Skills
8 26 (27.37%) Business Intelligence
9 24 (25.26%) Python
9 24 (25.26%) Hadoop
10 23 (24.21%) Big Data
11 22 (23.16%) SQL Server Reporting Services
12 21 (22.11%) Data Analysis
13 20 (21.05%) REST
13 20 (21.05%) NoSQL
13 20 (21.05%) Agile Software Development
13 20 (21.05%) Analytics
14 19 (20.00%) SOAP
14 19 (20.00%) Data Quality
15 18 (18.95%) Data Management
16 17 (17.89%) Management Information System
16 17 (17.89%) JavaScript
16 17 (17.89%) Apache Spark
17 15 (15.79%) Data Structures
17 15 (15.79%) Logical Data Model
17 15 (15.79%) Physical Data Model
17 15 (15.79%) T-SQL

Data Integration
Co-occurring 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 17 (17.89%) Apache Spark
2 7 (7.37%) SAS
3 6 (6.32%) SharePoint
4 4 (4.21%) Apache
4 4 (4.21%) BizTalk Server
4 4 (4.21%) Foswiki
4 4 (4.21%) WordPress
5 2 (2.11%) Confluence
5 2 (2.11%) IIS
5 2 (2.11%) WebSphere
6 1 (1.05%) Elasticsearch
6 1 (1.05%) Oracle Coherence
6 1 (1.05%) Oracle SOA Suite
Applications
1 6 (6.32%) SPSS
2 4 (4.21%) Microsoft Excel
2 4 (4.21%) Microsoft Office
Business Applications
1 4 (4.21%) Dynamics CRM
2 3 (3.16%) Dynamics AX
3 2 (2.11%) Dynamics GP
3 2 (2.11%) Maximo
4 1 (1.05%) Markit EDM
Cloud Services
1 9 (9.47%) Microsoft Azure
2 8 (8.42%) GitHub
3 7 (7.37%) Amazon AWS
4 5 (5.26%) Salesforce Service Cloud
5 4 (4.21%) Cloud Computing
6 3 (3.16%) Dynamics 365
6 3 (3.16%) Force.com
7 1 (1.05%) Amazon Kinesis
7 1 (1.05%) Amazon S3
7 1 (1.05%) Amazon SQS
7 1 (1.05%) Azure Machine Learning
Communications & Networking
1 5 (5.26%) Internet
2 2 (2.11%) VoIP
2 2 (2.11%) VPN
Database & Business Intelligence
1 35 (36.84%) Data Warehouse
1 35 (36.84%) SQL Server
2 29 (30.53%) SQL Server Integration Services
3 24 (25.26%) Hadoop
4 23 (24.21%) Big Data
5 22 (23.16%) SQL Server Reporting Services
6 20 (21.05%) NoSQL
7 11 (11.58%) Apache Cassandra
8 10 (10.53%) BusinessObjects
8 10 (10.53%) Relational Database
9 9 (9.47%) Apache Hive
10 7 (7.37%) Data Mining
11 6 (6.32%) SQL Server Analysis Services
12 5 (5.26%) MySQL
12 5 (5.26%) Oracle Database
13 4 (4.21%) BusinessObjects Web Intelligence
13 4 (4.21%) CouchDB
13 4 (4.21%) Power BI
14 3 (3.16%) PowerCenter
14 3 (3.16%) QlikView
Development Applications
1 7 (7.37%) JIRA
2 4 (4.21%) Phabricator
2 4 (4.21%) Selenium
3 2 (2.11%) Visual Studio
4 1 (1.05%) FitNesse
4 1 (1.05%) Jenkins
4 1 (1.05%) Subversion
4 1 (1.05%) Talend Open Studio
General
1 36 (37.89%) Finance
2 11 (11.58%) Advertising
3 5 (5.26%) Financial Institution
4 4 (4.21%) Banking
4 4 (4.21%) Investment Banking
5 2 (2.11%) Legal
5 2 (2.11%) Pharmaceutical
6 1 (1.05%) Back Office
6 1 (1.05%) French Language
6 1 (1.05%) Retail
Job Titles
1 30 (31.58%) Architect
2 23 (24.21%) Developer
3 13 (13.68%) Technical Architect
4 12 (12.63%) Data Architect
4 12 (12.63%) Data Scientist
5 9 (9.47%) JavaScript Developer
6 8 (8.42%) Administrator
7 7 (7.37%) Analyst
8 6 (6.32%) Data Administrator
8 6 (6.32%) Data Analytics Scientist
8 6 (6.32%) Senior Data Scientist
9 5 (5.26%) Integration Developer
9 5 (5.26%) Node.js Developer
9 5 (5.26%) Python Developer
9 5 (5.26%) Salesforce Developer
9 5 (5.26%) SQL Developer
10 4 (4.21%) Business Intelligence Developer
10 4 (4.21%) Lead Tester
10 4 (4.21%) Senior Service Manager
10 4 (4.21%) Test Leader
Libraries, Frameworks & Software Standards
1 20 (21.05%) REST
2 19 (20.00%) SOAP
3 14 (14.74%) .NET
4 13 (13.68%) JSON
4 13 (13.68%) Web Services
5 10 (10.53%) XML
6 9 (9.47%) CSS
6 9 (9.47%) HTML
7 8 (8.42%) Flask
7 8 (8.42%) Grails
7 8 (8.42%) Kafka
7 8 (8.42%) Node.js
8 5 (5.26%) jQuery
8 5 (5.26%) Visualforce
9 4 (4.21%) Ajax
9 4 (4.21%) Ext JS
9 4 (4.21%) LAMP
9 4 (4.21%) Laravel
10 3 (3.16%) .NET Framework
11 1 (1.05%) Spring
Miscellaneous
1 28 (29.47%) Analytical Skills
2 17 (17.89%) Management Information System
3 15 (15.79%) Data Structures
4 13 (13.68%) Algorithms
5 11 (11.58%) Computer Science
5 11 (11.58%) Fintech
6 6 (6.32%) Hedge funds
7 4 (4.21%) Replication
8 2 (2.11%) Clustering
8 2 (2.11%) Linux Command Line
9 1 (1.05%) Derivative
9 1 (1.05%) Equity Derivative
9 1 (1.05%) Fixed Income
9 1 (1.05%) Greenfield Project
9 1 (1.05%) Life Science
Operating Systems
1 13 (13.68%) Linux
2 8 (8.42%) Windows
3 4 (4.21%) Debian
4 2 (2.11%) Unix
4 2 (2.11%) Windows Server
Processes & Methodologies
1 38 (40.00%) ETL
2 32 (33.68%) Data Modelling
3 26 (27.37%) Business Intelligence
4 21 (22.11%) Data Analysis
5 20 (21.05%) Agile Software Development
5 20 (21.05%) Analytics
6 18 (18.95%) Data Management
7 15 (15.79%) CRM
7 15 (15.79%) Logical Data Model
7 15 (15.79%) Open Source
7 15 (15.79%) Physical Data Model
8 14 (14.74%) Data Lineage
8 14 (14.74%) Machine Learning
8 14 (14.74%) Master Data Management
8 14 (14.74%) Regression Testing
8 14 (14.74%) Validation
9 13 (13.68%) DevOps
9 13 (13.68%) Quality Management
9 13 (13.68%) Statistics
9 13 (13.68%) Test Automation
Programming Languages
1 54 (56.84%) SQL
2 24 (25.26%) Python
3 17 (17.89%) JavaScript
4 15 (15.79%) T-SQL
5 10 (10.53%) Java
6 9 (9.47%) C#
7 7 (7.37%) R
8 6 (6.32%) C++
9 5 (5.26%) Apex Code
9 5 (5.26%) Perl
9 5 (5.26%) SOQL
10 4 (4.21%) PHP
11 3 (3.16%) PL/SQL
11 3 (3.16%) X++
12 2 (2.11%) C
12 2 (2.11%) Shell Script
13 1 (1.05%) PowerShell
13 1 (1.05%) Scala
13 1 (1.05%) XMLA
Qualifications
1 28 (29.47%) Degree
2 7 (7.37%) PhD
3 4 (4.21%) Computer Science Degree
4 2 (2.11%) ITIL Foundation Certificate
4 2 (2.11%) Oracle Certification
5 1 (1.05%) Numerate Degree
Quality Assurance & Compliance
1 19 (20.00%) Data Quality
2 8 (8.42%) Sarbanes-Oxley
3 4 (4.21%) GDPR
3 4 (4.21%) QA
4 2 (2.11%) SLA
4 2 (2.11%) Solvency II
5 1 (1.05%) PMO
System Software
1 5 (5.26%) Docker
Systems Management
1 4 (4.21%) Kubernetes
2 3 (3.16%) Piwik
3 2 (2.11%) Control-M
Vendors
1 29 (30.53%) Microsoft
2 10 (10.53%) Oracle
3 8 (8.42%) Apigee
4 7 (7.37%) Informatica
5 6 (6.32%) Salesforce.com
6 4 (4.21%) Sencha
7 3 (3.16%) Pardot
7 3 (3.16%) Tableau
8 2 (2.11%) EXASOL
8 2 (2.11%) IBM
9 1 (1.05%) Ab Initio
9 1 (1.05%) Bloomberg
9 1 (1.05%) Cloudera
9 1 (1.05%) Cognos
9 1 (1.05%) Hortonworks
9 1 (1.05%) MapR
9 1 (1.05%) RIMES
9 1 (1.05%) Sybase
9 1 (1.05%) Talend
9 1 (1.05%) Teradata
City, London
ANSON MCCADE
Salary: £85,000 - £105,000 (+ top tier package including award winning pension
Posted: 14 hours ago
City, London
ANSON MCCADE
Salary: £70k - £90k base + 5k sign on
Posted: Yesterday
City, London
Asset Resourcing Ltd
Salary: £45000 - £75000 per annum + Benefits
Posted: Yesterday
City, London
ANSON MCCADE
Salary: £45,000 - £60,000k plus brilliant package and unrivalled development
Posted: 2 days ago
City, London
I3
Salary: £75000 - £85000 per annum + benefits + bonus
Posted: 6 days ago
City, London
Charles Taylor plc
Salary: Market related
Posted: 7 days ago