Period
to 20 April 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 20 April 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
20 Apr 2018
Same period 2017 Same period 2016
Rank 208 169 197
Rank change year-on-year -39 +28 +29
Contract jobs citing Data Integration 50 59 36
As % of all contract IT jobs advertised in the City of London 0.71% 0.95% 0.55%
As % of the Processes & Methodologies category 0.81% 1.09% 0.63%
Number of daily rates quoted 28 49 26
City of London median daily rate £500 £525 £525
Median daily rate % change year-on-year -4.76% - +10.53%
10th Percentile £415 £405 £429
90th Percentile £664 £675 £675
Central London median daily rate £500 £505 £514
% change year-on-year -0.99% -1.70% +8.16%
Number of hourly rates quoted 2 1 0
City of London median hourly rate £55.00 £16.00 -
Median hourly rate % change year-on-year +243.75% - -
Central London median hourly rate £55.00 £16.00 -
% change year-on-year +243.75% - -

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 6,194 5,400 5,732
As % of all contract IT jobs advertised in the City of London 87.97% 87.24% 87.47%
Number of daily rates quoted 4,905 4,210 4,568
City of London median daily rate £513 £500 £475
Median daily rate % change year-on-year +2.50% +5.26% +5.56%
10th Percentile £339 £313 £300
90th Percentile £700 £663 £650
Central London median daily rate £500 £475 £465
% change year-on-year +5.26% +2.15% +3.33%
Number of hourly rates quoted 91 45 63
City of London median hourly rate £19.50 £21.16 £21.78
Median hourly rate % change year-on-year -7.82% -2.87% +8.90%
10th Percentile £11.81 £13.50 £12.30
90th Percentile £38.50 £40.26 £53.85
Central London median hourly rate £20.00 £18.97 £21.62
% change year-on-year +5.43% -12.24% +13.79%

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 20 April 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 20 April 2018.

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

Data Integration
Contract Job Locations in the City of London

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Integration within the City of London region over the 6 months to 20 April 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Moorgate - 2 - -
Data Integration
Central London

For the 6 months to 20 April 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 20 (40.00%) ETL
2 19 (38.00%) SQL
3 18 (36.00%) Data Warehouse
4 16 (32.00%) Business Intelligence
4 16 (32.00%) Finance
4 16 (32.00%) Agile Software Development
5 13 (26.00%) SQL Server Integration Services
6 12 (24.00%) Migration
6 12 (24.00%) SQL Server
7 10 (20.00%) XML
7 10 (20.00%) Data Modelling
7 10 (20.00%) Microsoft
7 10 (20.00%) Microsoft Azure
7 10 (20.00%) Target Operating Model
8 9 (18.00%) Analytics
8 9 (18.00%) Marketing
8 9 (18.00%) JSON
8 9 (18.00%) Informatica
8 9 (18.00%) C#
9 8 (16.00%) Oracle
9 8 (16.00%) Active Directory
9 8 (16.00%) REST
9 8 (16.00%) Problem-Solving
10 7 (14.00%) Performance Tuning
10 7 (14.00%) Data Quality
10 7 (14.00%) Banking
10 7 (14.00%) .NET
10 7 (14.00%) Web Services
11 6 (12.00%) PL/SQL
11 6 (12.00%) Java

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 4 (8.00%) Apache Spark
2 3 (6.00%) Elasticsearch
3 2 (4.00%) Apache Pig
3 2 (4.00%) SAS
4 1 (2.00%) BizTalk Server
4 1 (2.00%) CMS
4 1 (2.00%) Oracle Workflow
4 1 (2.00%) SharePoint
Business Applications
1 1 (2.00%) Dynamics AX
1 1 (2.00%) Dynamics CRM
1 1 (2.00%) Dynamics GP
1 1 (2.00%) Magento
1 1 (2.00%) SAP Business One
Cloud Services
1 10 (20.00%) Microsoft Azure
2 5 (10.00%) Amazon AWS
3 4 (8.00%) Azure Active Directory
3 4 (8.00%) Dynamics 365
4 3 (6.00%) Google Cloud Platform
4 3 (6.00%) PaaS
5 2 (4.00%) IaaS
5 2 (4.00%) SaaS
6 1 (2.00%) Amazon Kinesis
6 1 (2.00%) Azure Data Factory
6 1 (2.00%) Cloud Computing
6 1 (2.00%) Data Lake Analytics
6 1 (2.00%) Office 365
6 1 (2.00%) OneDrive
6 1 (2.00%) Salesforce Service Cloud
6 1 (2.00%) Serverless
Communications & Networking
1 4 (8.00%) HTTP
1 4 (8.00%) Intranet
2 3 (6.00%) DNS
2 3 (6.00%) X.509
Database & Business Intelligence
1 18 (36.00%) Data Warehouse
2 13 (26.00%) SQL Server Integration Services
3 12 (24.00%) SQL Server
4 6 (12.00%) Big Data
4 6 (12.00%) SQL Server Reporting Services
5 5 (10.00%) Apache Cassandra
5 5 (10.00%) Hadoop
5 5 (10.00%) Relational Database
6 3 (6.00%) Amazon Redshift
6 3 (6.00%) Apache Hive
6 3 (6.00%) Bigtable
6 3 (6.00%) Blockchain
6 3 (6.00%) Data Lake
6 3 (6.00%) Oracle Database
6 3 (6.00%) Power BI
6 3 (6.00%) PowerCenter
6 3 (6.00%) SAP HANA
7 2 (4.00%) BusinessObjects
7 2 (4.00%) QlikView
7 2 (4.00%) RDBMS
Development Applications
1 3 (6.00%) Jenkins
1 3 (6.00%) JIRA
2 2 (4.00%) Bitbucket
2 2 (4.00%) SpecFlow
2 2 (4.00%) Team Foundation Server
2 2 (4.00%) Visual Studio
2 2 (4.00%) Visual Studio Team System
3 1 (2.00%) Gatling
3 1 (2.00%) HP UFT
3 1 (2.00%) JMeter
3 1 (2.00%) LoadRunner
3 1 (2.00%) Moq
3 1 (2.00%) MSTest
3 1 (2.00%) NUnit
3 1 (2.00%) Oracle Forms
3 1 (2.00%) Selenium
3 1 (2.00%) Subversion
3 1 (2.00%) TeamCity
3 1 (2.00%) Visual Studio Tools for Office
3 1 (2.00%) VSS/SourceSafe
General
1 16 (32.00%) Finance
2 9 (18.00%) Marketing
3 7 (14.00%) Banking
4 3 (6.00%) Investment Banking
5 2 (4.00%) Legal
5 2 (4.00%) Retail
6 1 (2.00%) Advertising
6 1 (2.00%) Billing
6 1 (2.00%) Games
6 1 (2.00%) German Language
6 1 (2.00%) Pharmaceutical
6 1 (2.00%) Retail Banking
Job Titles
1 20 (40.00%) Developer
2 8 (16.00%) Analyst
2 8 (16.00%) Architect
3 5 (10.00%) Data Architect
4 4 (8.00%) ETL Developer
4 4 (8.00%) Integration Analyst
5 3 (6.00%) Data Integration Developer
5 3 (6.00%) Integration Developer
5 3 (6.00%) Microsoft Developer
5 3 (6.00%) SQL Developer
5 3 (6.00%) Test Analyst
6 2 (4.00%) Big Data Architect
6 2 (4.00%) Data Integration Architect
6 2 (4.00%) Database Developer
6 2 (4.00%) Hadoop Architect
6 2 (4.00%) Informatica Developer
6 2 (4.00%) Insurance Business Analyst
6 2 (4.00%) Integration Test Analyst
6 2 (4.00%) Programme Manager
6 2 (4.00%) Security Engineer
Libraries, Frameworks & Software Standards
1 10 (20.00%) XML
2 9 (18.00%) JSON
3 8 (16.00%) REST
4 7 (14.00%) .NET
4 7 (14.00%) Web Services
5 5 (10.00%) Swagger
6 4 (8.00%) JSON Schema
6 4 (8.00%) LINQ
6 4 (8.00%) OAuth
6 4 (8.00%) OAuth2
6 4 (8.00%) XML Schema
6 4 (8.00%) XSLT
7 3 (6.00%) LDAP
7 3 (6.00%) Lucene
7 3 (6.00%) WSDL
8 2 (4.00%) AngularJS
8 2 (4.00%) ASP.NET Web API
8 2 (4.00%) jQuery
8 2 (4.00%) Natural Language Processing
8 2 (4.00%) RESTful
Miscellaneous
1 6 (12.00%) Analytical Skills
1 6 (12.00%) Reference Data
2 5 (10.00%) Self-Motivation
3 4 (8.00%) Computer Science
4 3 (6.00%) Management Information System
5 2 (4.00%) Data Structures
5 2 (4.00%) iPad
5 2 (4.00%) Replication
6 1 (2.00%) Data Centre
6 1 (2.00%) Fintech
6 1 (2.00%) Greenfield Project
6 1 (2.00%) Private Cloud
6 1 (2.00%) Social Media
6 1 (2.00%) Taxonomies
Operating Systems
1 5 (10.00%) Windows
2 2 (4.00%) Linux
2 2 (4.00%) Unix
2 2 (4.00%) Windows Server 2008
Processes & Methodologies
1 20 (40.00%) ETL
2 16 (32.00%) Agile Software Development
2 16 (32.00%) Business Intelligence
3 12 (24.00%) Migration
4 10 (20.00%) Data Modelling
4 10 (20.00%) Target Operating Model
5 9 (18.00%) Analytics
6 8 (16.00%) Problem-Solving
7 7 (14.00%) Performance Tuning
8 6 (12.00%) Data Migration
8 6 (12.00%) Data Science
8 6 (12.00%) Integration Testing
8 6 (12.00%) Stakeholder Management
8 6 (12.00%) Test Automation
9 5 (10.00%) Data Ingestion
9 5 (10.00%) Functional Testing
9 5 (10.00%) SDLC
9 5 (10.00%) SOA
10 4 (8.00%) OO
10 4 (8.00%) OOD
Programming Languages
1 19 (38.00%) SQL
2 9 (18.00%) C#
3 6 (12.00%) Java
3 6 (12.00%) PL/SQL
4 5 (10.00%) PowerShell
5 4 (8.00%) T-SQL
6 3 (6.00%) JavaScript
6 3 (6.00%) Python
6 3 (6.00%) XPath
7 1 (2.00%) Apex Code
7 1 (2.00%) Bash Shell
7 1 (2.00%) Clojure
7 1 (2.00%) Groovy
7 1 (2.00%) Perl
7 1 (2.00%) Scala
7 1 (2.00%) Shell Script
7 1 (2.00%) SOQL
7 1 (2.00%) Tcl
7 1 (2.00%) U-SQL
Qualifications
1 3 (6.00%) Degree
2 2 (4.00%) Computer Science Degree
2 2 (4.00%) Security Cleared
3 1 (2.00%) ISTQB
3 1 (2.00%) ITIL Certification
3 1 (2.00%) Master's Degree
3 1 (2.00%) PMI Certification
3 1 (2.00%) PMP
3 1 (2.00%) SC Cleared
Quality Assurance & Compliance
1 7 (14.00%) Data Quality
2 5 (10.00%) QA
3 2 (4.00%) GDPR
4 1 (2.00%) HL7
4 1 (2.00%) ISO 20022
4 1 (2.00%) PSD2
System Software
1 8 (16.00%) Active Directory
2 3 (6.00%) Apache Flume
3 1 (2.00%) Docker
Systems Management
1 3 (6.00%) Oozie
1 3 (6.00%) Single Sign-On
2 1 (2.00%) Ansible
2 1 (2.00%) HP ALM
2 1 (2.00%) Matomo
2 1 (2.00%) Opscode Chef
2 1 (2.00%) Puppet
2 1 (2.00%) Terraform
Vendors
1 10 (20.00%) Microsoft
2 9 (18.00%) Informatica
3 8 (16.00%) Oracle
4 4 (8.00%) SAP
5 3 (6.00%) Cognos
5 3 (6.00%) Salesforce.com
5 3 (6.00%) Tableau
6 2 (4.00%) Hortonworks
6 2 (4.00%) Talend
6 2 (4.00%) Vertica
7 1 (2.00%) Capita
7 1 (2.00%) Cisco
7 1 (2.00%) Cloudera
7 1 (2.00%) Dynatrace
7 1 (2.00%) Pardot
7 1 (2.00%) Pega
7 1 (2.00%) Salesforce Marketing Cloud
7 1 (2.00%) SolarWinds
7 1 (2.00%) Splunk
7 1 (2.00%) XebiaLabs