Period
to 23 January 2018

The following table provides summary statistics for contract job vacancies advertised in the City of London with a requirement for Data Integration skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Integration over the 6 months to 23 January 2018 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Data Integration
Central London > City of London
6 months to
23 Jan 2018
Same period 2017 Same period 2016
Rank 218 170 204
Rank change year-on-year -48 +34 +16
Contract jobs citing Data Integration 34 63 33
As % of all contract IT jobs advertised in the City of London 0.48% 1.02% 0.47%
As % of the Processes & Methodologies category 0.54% 1.16% 0.55%
Number of daily rates quoted 24 52 19
City of London median daily rate £545 £505 £525
Median daily rate % change year-on-year +7.92% -3.81% +20.69%
10th Percentile £336 £356 £401
90th Percentile £684 £686 £645
Central London median daily rate £523 £505 £500
% change year-on-year +3.47% +1.00% +14.94%
Number of hourly rates quoted 2 0 0
City of London median hourly rate £55.00 - -
Central London median hourly rate £55.00 - -

Data Integration is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in the City of London with a requirement for process or methodology skills.

All Process and Methodology Skills
City of London
Contract vacancies with a requirement for process or methodology skills 6,260 5,420 5,954
As % of all contract IT jobs advertised in the City of London 87.80% 87.84% 85.64%
Number of daily rates quoted 5,005 4,314 4,739
City of London median daily rate £505 £475 £475
Median daily rate % change year-on-year +6.32% - +5.56%
10th Percentile £334 £313 £288
90th Percentile £688 £669 £650
Central London median daily rate £500 £475 £463
% change year-on-year +5.26% +2.70% +2.78%
Number of hourly rates quoted 64 49 55
City of London median hourly rate £18.70 £20.75 £22.00
Median hourly rate % change year-on-year -9.88% -5.68% +15.82%
10th Percentile £11.67 £13.70 £12.50
90th Percentile £31.35 £55.00 £53.10
Central London median hourly rate £20.50 £19.00 £21.68
% change year-on-year +7.89% -12.37% +21.30%

Data Integration
Job Vacancy Trend in the City of London

Job postings citing Data Integration as a percentage of all IT jobs advertised in the City of London.

Job vacancy trend for Data Integration in the City of London

Data Integration
Contractor Daily Rate Trend in the City of London

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Data Integration in the City of London.

Contractor daily rate trend for Data Integration in the City of London

Data Integration
Contractor Daily Rate Histogram in the City of London

The daily rate distribution of IT jobs citing Data Integration in the City of London over the 6 months to 23 January 2018.

Contractor daily rate histogram for Data Integration in the City of London

Data Integration
Contractor Hourly Rate Trend in the City of London

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing Data Integration in the City of London.

Contractor hourly rate trend for Data Integration in the City of London

Data Integration
Contractor Hourly Rate Histogram in the City of London

The hourly rate distribution of IT jobs citing Data Integration in the City of London over the 6 months to 23 January 2018.

Contractor hourly rate histogram for Data Integration in the City of London

For the 6 months to 23 January 2018, IT contractor jobs citing Data Integration also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the City of London region with a requirement for Data Integration.

1 11 (32.35%) SQL
1 11 (32.35%) Data Warehouse
1 11 (32.35%) Finance
2 9 (26.47%) Data Modelling
2 9 (26.47%) Oracle
2 9 (26.47%) SQL Server
3 8 (23.53%) Migration
4 7 (20.59%) Stakeholder Management
4 7 (20.59%) Banking
4 7 (20.59%) Business Intelligence
4 7 (20.59%) Hadoop
4 7 (20.59%) Apache Hive
4 7 (20.59%) Data Quality
4 7 (20.59%) Big Data
5 6 (17.65%) Apache Flume
5 6 (17.65%) Oozie
5 6 (17.65%) Relational Database
5 6 (17.65%) Data Migration
5 6 (17.65%) Microsoft
5 6 (17.65%) Informatica
5 6 (17.65%) XML
5 6 (17.65%) Marketing
5 6 (17.65%) Agile Software Development
6 5 (14.71%) SQL Server Integration Services
6 5 (14.71%) Data Management
6 5 (14.71%) .NET
6 5 (14.71%) Java
6 5 (14.71%) Data Architecture
6 5 (14.71%) HBase
6 5 (14.71%) NoSQL

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 5 (14.71%) Apache Pig
1 5 (14.71%) Apache Spark
2 1 (2.94%) BizTalk Server
2 1 (2.94%) SharePoint
Applications
1 1 (2.94%) Microsoft Excel
1 1 (2.94%) MS Visio
Business Applications
1 2 (5.88%) Dynamics CRM
2 1 (2.94%) Dynamics AX
2 1 (2.94%) Dynamics GP
Cloud Services
1 1 (2.94%) Amazon AWS
1 1 (2.94%) Cloud Computing
1 1 (2.94%) Dynamics 365
1 1 (2.94%) Microsoft Azure
1 1 (2.94%) Office 365
1 1 (2.94%) OneDrive
1 1 (2.94%) Salesforce Service Cloud
Communications & Networking
1 4 (11.76%) Intranet
2 1 (2.94%) VLAN
Database & Business Intelligence
1 11 (32.35%) Data Warehouse
2 9 (26.47%) SQL Server
3 7 (20.59%) Apache Hive
3 7 (20.59%) Big Data
3 7 (20.59%) Hadoop
4 6 (17.65%) Relational Database
5 5 (14.71%) HBase
5 5 (14.71%) NoSQL
5 5 (14.71%) SQL Server Integration Services
5 5 (14.71%) Sqoop
6 4 (11.76%) Apache Cassandra
6 4 (11.76%) MongoDB
7 2 (5.88%) Amazon Redshift
7 2 (5.88%) Impala
7 2 (5.88%) Oracle Database
7 2 (5.88%) QlikView
7 2 (5.88%) RDBMS
7 2 (5.88%) SAP HANA
7 2 (5.88%) SQL Server 2012
7 2 (5.88%) SQL Server Reporting Services
Development Applications
1 1 (2.94%) HP UFT
1 1 (2.94%) LoadRunner
1 1 (2.94%) Moq
1 1 (2.94%) MSTest
1 1 (2.94%) NUnit
1 1 (2.94%) Oracle Forms
1 1 (2.94%) SpecFlow
1 1 (2.94%) Visual Studio Tools for Office
General
1 11 (32.35%) Finance
2 7 (20.59%) Banking
3 6 (17.65%) Marketing
4 4 (11.76%) Investment Banking
5 2 (5.88%) Advertising
6 1 (2.94%) Games
6 1 (2.94%) German Language
6 1 (2.94%) Pharmaceutical
6 1 (2.94%) Publishing
Job Titles
1 9 (26.47%) Developer
2 7 (20.59%) Analyst
2 7 (20.59%) Architect
3 5 (14.71%) Data Architect
4 4 (11.76%) Business Analyst
5 3 (8.82%) Big Data Architect
5 3 (8.82%) Data Analyst
5 3 (8.82%) Insurance Business Analyst
5 3 (8.82%) Senior Developer
6 2 (5.88%) Big Data Developer
6 2 (5.88%) Business Integration Analyst
6 2 (5.88%) Data Business Analyst
6 2 (5.88%) Data Consultant
6 2 (5.88%) Data Integration Analyst
6 2 (5.88%) Data Integration Architect
6 2 (5.88%) Data Integration Consultant
6 2 (5.88%) Hadoop Architect
6 2 (5.88%) Integration Analyst
6 2 (5.88%) Security Engineer
6 2 (5.88%) Senior Big Data Developer
Libraries, Frameworks & Software Standards
1 6 (17.65%) XML
2 5 (14.71%) .NET
3 4 (11.76%) SOAP
4 3 (8.82%) Middleware
5 2 (5.88%) AngularJS
5 2 (5.88%) ASP.NET Web API
5 2 (5.88%) FpML
5 2 (5.88%) jQuery
5 2 (5.88%) JSON
5 2 (5.88%) Natural Language Processing
5 2 (5.88%) Visualforce
5 2 (5.88%) Web Services
5 2 (5.88%) XSD
6 1 (2.94%) ASP.NET MVC
6 1 (2.94%) Entity Framework
6 1 (2.94%) IBM Integration Bus
6 1 (2.94%) KnockoutJS
6 1 (2.94%) LINQ
6 1 (2.94%) REST
6 1 (2.94%) RESTful
Miscellaneous
1 4 (11.76%) Computer Science
1 4 (11.76%) Replication
2 3 (8.82%) Analytical Skills
3 2 (5.88%) iPad
3 2 (5.88%) Management Information System
3 2 (5.88%) NHS
3 2 (5.88%) Reference Data
4 1 (2.94%) Data Structures
4 1 (2.94%) Social Media
Operating Systems
1 2 (5.88%) Linux
1 2 (5.88%) Windows
2 1 (2.94%) Unix
Processes & Methodologies
1 9 (26.47%) Data Modelling
2 8 (23.53%) Migration
3 7 (20.59%) Business Intelligence
3 7 (20.59%) Stakeholder Management
4 6 (17.65%) Agile Software Development
4 6 (17.65%) Data Migration
5 5 (14.71%) Data Architecture
5 5 (14.71%) Data Management
5 5 (14.71%) Mentoring
6 4 (11.76%) Data Ingestion
6 4 (11.76%) ETL
6 4 (11.76%) Target Operating Model
7 3 (8.82%) Analytics
7 3 (8.82%) BDD
7 3 (8.82%) CRM
7 3 (8.82%) Master Data Management
7 3 (8.82%) Microservices
7 3 (8.82%) SDLC
7 3 (8.82%) Test Automation
8 2 (5.88%) OO
Programming Languages
1 11 (32.35%) SQL
2 5 (14.71%) Java
3 4 (11.76%) C#
4 3 (8.82%) PL/SQL
5 2 (5.88%) Apex Code
5 2 (5.88%) JavaScript
5 2 (5.88%) Scala
6 1 (2.94%) Bash Shell
6 1 (2.94%) Perl
6 1 (2.94%) PHP
6 1 (2.94%) PowerShell
6 1 (2.94%) Python
6 1 (2.94%) SOQL
6 1 (2.94%) T-SQL
6 1 (2.94%) VB.NET
Qualifications
1 3 (8.82%) Degree
2 2 (5.88%) Security Cleared
3 1 (2.94%) BPSS Clearance
3 1 (2.94%) Computer Science Degree
3 1 (2.94%) ITIL Certification
Quality Assurance & Compliance
1 7 (20.59%) Data Quality
2 1 (2.94%) GDPR
2 1 (2.94%) HL7
System Software
1 6 (17.65%) Apache Flume
2 4 (11.76%) HDFS
3 1 (2.94%) Active Directory
3 1 (2.94%) Docker
3 1 (2.94%) Virtual Machines
Systems Management
1 6 (17.65%) Oozie
2 2 (5.88%) Control-M
3 1 (2.94%) Ansible
3 1 (2.94%) Matomo
3 1 (2.94%) Opscode Chef
3 1 (2.94%) Puppet
Vendors
1 9 (26.47%) Oracle
2 6 (17.65%) Informatica
2 6 (17.65%) Microsoft
3 3 (8.82%) Cloudera
3 3 (8.82%) Cognos
3 3 (8.82%) Salesforce.com
3 3 (8.82%) SAP
4 2 (5.88%) BMC
4 2 (5.88%) Hortonworks
4 2 (5.88%) Tableau
4 2 (5.88%) Talend
4 2 (5.88%) Vertica
5 1 (2.94%) Cisco
5 1 (2.94%) Dynatrace
5 1 (2.94%) HP
5 1 (2.94%) IBM
5 1 (2.94%) Pardot
5 1 (2.94%) Salesforce Marketing Cloud
5 1 (2.94%) SolarWinds
5 1 (2.94%) Splunk