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 29 March 2017 with a comparison to the same period in the previous 2 years.

Data Integration
London / City of London
3 months to
29 Mar 2017
Same period 2016 Same period 2015
Rank 173 195 258
Rank change year-on-year +22 +63  
Permanent jobs citing Data Integration 50 73 61
As % of all permanent IT jobs advertised in the City of London 0.97% 1.02% 0.59%
As % of the Processes & Methodologies category 1.07% 1.13% 0.67%
Number of salaries quoted 47 70 58
Median salary £65,000 £65,000 £55,000
Median salary % change year-on-year - +18.18%  
90% offered a salary of more than £37,500 £49,625 £49,950
10% offered a salary of more than £85,000 £86,000 £80,000
UK excluding London median salary £45,000 £45,000 £50,000
% change year-on-year - -10.00%  

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 4654 6484 9126
As % of all permanent IT job vacancies advertised in the City of London 90.46% 90.31% 87.84%
Number of salaries quoted 4254 5773 7692
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 £41,000 £42,000 £37,500
10% offered a salary of more than £85,000 £82,500 £85,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

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 29 March 2017.

Salary histogram for Data Integration in the City of London

For the 6 months to 29 March 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 39 (42.39%) SQL
2 36 (39.13%) Finance
3 32 (34.78%) Analytical Skills
4 31 (33.70%) ETL
5 26 (28.26%) SQL Server
6 25 (27.17%) Hadoop
7 24 (26.09%) Big Data
8 23 (25.00%) Analytics
9 22 (23.91%) Agile Software Development
10 21 (22.83%) SQL Server Integration Services
10 21 (22.83%) Python
11 20 (21.74%) Business Intelligence
11 20 (21.74%) Data Analysis
11 20 (21.74%) Apache Spark
12 18 (19.57%) Oracle
12 18 (19.57%) Java
12 18 (19.57%) Validation
13 17 (18.48%) Data Warehouse
13 17 (18.48%) CRM
13 17 (18.48%) Project Management
13 17 (18.48%) Banking
13 17 (18.48%) NoSQL
13 17 (18.48%) Line Management
14 16 (17.39%) Open Source
14 16 (17.39%) User Acceptance Testing
14 16 (17.39%) JavaScript
14 16 (17.39%) C#
15 15 (16.30%) REST
16 14 (15.22%) Apache Hive
16 14 (15.22%) Data Cleansing

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 20 (21.74%) Apache Spark
2 9 (9.78%) SharePoint
3 7 (7.61%) SAS
4 5 (5.43%) Oracle SOA Suite
5 4 (4.35%) BizTalk Server
6 3 (3.26%) Apache
6 3 (3.26%) Elasticsearch
6 3 (3.26%) WebSphere
7 2 (2.17%) IIS
8 1 (1.09%) Confluence
8 1 (1.09%) Foswiki
8 1 (1.09%) Oracle Coherence
8 1 (1.09%) WordPress
Applications
1 7 (7.61%) MS Excel
2 5 (5.43%) SPSS
3 3 (3.26%) MS Office
Business Applications
1 3 (3.26%) Dynamics CRM
2 2 (2.17%) Maximo
3 1 (1.09%) Markit EDM
Cloud Services
1 10 (10.87%) GitHub
2 3 (3.26%) Amazon AWS
2 3 (3.26%) Force.com
3 2 (2.17%) Microsoft Azure
4 1 (1.09%) Amazon Kinesis
4 1 (1.09%) Amazon S3
4 1 (1.09%) Amazon SQS
4 1 (1.09%) Cloud Computing
4 1 (1.09%) SaaS
Communications & Networking
1 3 (3.26%) Internet
2 2 (2.17%) VoIP
2 2 (2.17%) VPN
3 1 (1.09%) TCP/IP
Database & Business Intelligence
1 26 (28.26%) SQL Server
2 25 (27.17%) Hadoop
3 24 (26.09%) Big Data
4 21 (22.83%) SQL Server Integration Services
5 17 (18.48%) Data Warehouse
5 17 (18.48%) NoSQL
6 14 (15.22%) Apache Hive
7 12 (13.04%) Relational Database
8 11 (11.96%) BusinessObjects
8 11 (11.96%) SQL Server Analysis Services
9 9 (9.78%) SQL Server Reporting Services
10 7 (7.61%) Apache Cassandra
11 6 (6.52%) BusinessObjects Business Intelligence
11 6 (6.52%) BusinessObjects XI
11 6 (6.52%) Data Mining
11 6 (6.52%) Oracle Database
11 6 (6.52%) QlikView
12 5 (5.43%) Impala
13 3 (3.26%) MySQL
13 3 (3.26%) PowerCenter
Development Applications
1 3 (3.26%) Jenkins
1 3 (3.26%) Selenium
2 2 (2.17%) Git (software)
2 2 (2.17%) git-flow
2 2 (2.17%) JIRA
2 2 (2.17%) Phabricator
2 2 (2.17%) Team Foundation Server
2 2 (2.17%) TeamCity
2 2 (2.17%) Visual Studio
3 1 (1.09%) FitNesse
3 1 (1.09%) Subversion
3 1 (1.09%) Talend Open Studio
General
1 36 (39.13%) Finance
2 17 (18.48%) Banking
3 10 (10.87%) Investment Banking
4 5 (5.43%) Advertising
5 4 (4.35%) Financial Institution
5 4 (4.35%) Retail
6 1 (1.09%) Corporate Banking
6 1 (1.09%) French Language
6 1 (1.09%) Front Office
6 1 (1.09%) Marketing
6 1 (1.09%) Telecoms
Job Titles
1 26 (28.26%) Developer
2 16 (17.39%) Architect
3 13 (14.13%) Administrator
4 10 (10.87%) Data Architect
4 10 (10.87%) Data Scientist
5 9 (9.78%) Data Administrator
6 7 (7.61%) DBA
6 7 (7.61%) Integration Developer
6 7 (7.61%) JavaScript Developer
7 6 (6.52%) Analyst
7 6 (6.52%) Applications Support
7 6 (6.52%) Applications Support Analyst
7 6 (6.52%) Data Warehouse Manager
7 6 (6.52%) Delivery Manager
7 6 (6.52%) Senior Developer
7 6 (6.52%) Support Analyst
7 6 (6.52%) Technical Delivery Manager
7 6 (6.52%) Technical Manager
8 5 (5.43%) Python Developer
8 5 (5.43%) Salesforce Developer
Libraries, Frameworks & Software Standards
1 15 (16.30%) REST
2 14 (15.22%) .NET
2 14 (15.22%) JSON
2 14 (15.22%) SOAP
3 12 (13.04%) Web Services
4 10 (10.87%) XML
5 9 (9.78%) Kafka
5 9 (9.78%) Node.js
6 8 (8.70%) Flask
6 8 (8.70%) Grails
7 7 (7.61%) CSS
7 7 (7.61%) HTML
8 6 (6.52%) jQuery
9 5 (5.43%) Visualforce
10 4 (4.35%) Spring
10 4 (4.35%) WPF
11 3 (3.26%) .NET Framework
11 3 (3.26%) DCOM
11 3 (3.26%) Hibernate
11 3 (3.26%) Middleware
Miscellaneous
1 32 (34.78%) Analytical Skills
2 11 (11.96%) Algorithms
3 9 (9.78%) Computer Science
3 9 (9.78%) Fintech
4 7 (7.61%) Data Structures
5 3 (3.26%) Hedge funds
5 3 (3.26%) Management Information System
6 2 (2.17%) Clustering
7 1 (1.09%) Derivative
7 1 (1.09%) Equity Derivative
7 1 (1.09%) Fixed Income
7 1 (1.09%) Replication
Operating Systems
1 7 (7.61%) Windows
2 6 (6.52%) Linux
2 6 (6.52%) Windows Server
3 2 (2.17%) Unix
4 1 (1.09%) Debian
Processes & Methodologies
1 31 (33.70%) ETL
2 23 (25.00%) Analytics
3 22 (23.91%) Agile Software Development
4 20 (21.74%) Business Intelligence
4 20 (21.74%) Data Analysis
5 18 (19.57%) Validation
6 17 (18.48%) CRM
6 17 (18.48%) Line Management
6 17 (18.48%) Project Management
7 16 (17.39%) Open Source
7 16 (17.39%) User Acceptance Testing
8 14 (15.22%) Data Cleansing
9 13 (14.13%) Regression Testing
9 13 (14.13%) Time Management
10 11 (11.96%) Machine Learning
10 11 (11.96%) SDLC
11 10 (10.87%) DevOps
11 10 (10.87%) Statistics
12 9 (9.78%) Data Modelling
12 9 (9.78%) Investment Management
Programming Languages
1 39 (42.39%) SQL
2 21 (22.83%) Python
3 18 (19.57%) Java
4 16 (17.39%) C#
4 16 (17.39%) JavaScript
5 10 (10.87%) C++
6 7 (7.61%) C
7 6 (6.52%) R
8 5 (5.43%) Apex Code
8 5 (5.43%) SOQL
9 3 (3.26%) PL/SQL
10 2 (2.17%) Perl
10 2 (2.17%) PHP
11 1 (1.09%) Bash Shell
11 1 (1.09%) PowerShell
11 1 (1.09%) Scala
11 1 (1.09%) T-SQL
11 1 (1.09%) VB.NET
11 1 (1.09%) XMLA
Qualifications
1 12 (13.04%) Degree
2 5 (5.43%) PhD
Quality Assurance & Compliance
1 8 (8.70%) Sarbanes-Oxley
2 4 (4.35%) QA
3 2 (2.17%) GDPR
4 1 (1.09%) Data Quality
System Software
1 4 (4.35%) Docker
2 1 (1.09%) HDFS
Systems Management
1 3 (3.26%) Piwik
2 1 (1.09%) Hadoop YARN
2 1 (1.09%) Kubernetes
Vendors
1 18 (19.57%) Oracle
2 13 (14.13%) Informatica
3 8 (8.70%) Apigee
3 8 (8.70%) Microsoft
4 6 (6.52%) Salesforce.com
5 3 (3.26%) IBM
5 3 (3.26%) Pardot
6 2 (2.17%) Ab Initio
6 2 (2.17%) Bloomberg
6 2 (2.17%) Cognos
6 2 (2.17%) MicroStrategy
6 2 (2.17%) Sencha
6 2 (2.17%) Tableau
6 2 (2.17%) Teradata
7 1 (1.09%) GigaSpaces
7 1 (1.09%) Google
7 1 (1.09%) RIMES
7 1 (1.09%) Sybase
7 1 (1.09%) TIBCO
7 1 (1.09%) Twitter
City, London
Tiro Partners
Salary: £80000 - £100000 per annum + + benefits
Posted: 2 hours ago
City, London
Source Technology
Salary: From £35,000 to £45,000 per annum + bonus package
Posted: Yesterday
City, London
The Datawarehousing Company
Salary: £55,000 per annum
Posted: 2 days ago
City of London
Lawrence Harvey
Salary: £600 - £700 per annum
Posted: 9 days ago
City, London
Cadence Resourcing
Salary: £75000 - £90000 per annum
Posted: 6 days ago
City of London
Computer Futures
Salary: competitive
Posted: 12 days ago
City of London
Michael Page Technology
Salary: £40000 - £65000 per annum + benefits
Posted: 20 days ago
City, London
Accenture
Salary: Competitive
Posted: 21 days ago