The following table provides summary statistics for contract job vacancies advertised in 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 3 months to 27 June 2017 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
England / London
3 months to
27 Jun 2017
Same period 2016 Same period 2015
Rank 289 292 283
Rank change year-on-year +3 -9  
Contract jobs citing Data Integration 136 138 155
As % of all contract IT jobs advertised in London 0.65% 0.63% 0.67%
As % of the Processes & Methodologies category 0.75% 0.74% 0.82%
Number of daily rates quoted 93 81 112
Median daily rate £493 £500 £500
Median daily rate % change year-on-year -1.50% -  
90% offered a daily rate of more than £375 £375 £351
10% offered a daily rate of more than £634 £600 £655
UK excluding London median daily rate £425 £450 £425
% change year-on-year -5.55% +5.88%  
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £19.00 - -

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 contract job vacancies advertised in London with a requirement for process and methodology skills.

Contract Process & Methodology Skills
London
Contract job vacancies with a requirement for process and methodology skills 18040 18590 18928
As % of all contract IT job vacancies advertised in London 86.66% 85.36% 82.17%
Number of daily rates quoted 12911 13593 13436
Median daily rate £500 £475 £450
Median daily rate % change year-on-year +5.26% +5.55%  
90% offered a daily rate of more than £350 £325 £310
10% offered a daily rate of more than £625 £638 £625
UK excluding London median daily rate £415 £400 £385
% change year-on-year +3.75% +3.89%  
Number of hourly rates quoted 189 157 253
Median hourly rate £25.00 £21.00 £22.00
Median hourly rate % change year-on-year +19.04% -4.54%  
90% offered a hourly rate of more than £14.75 £12.50 £11.00
10% offered a hourly rate of more than £51.00 £46.00 £55.50
UK excluding London median hourly rate £34.00 £28.50 £30.00
% change year-on-year +19.29% -5.00%  

Data Integration
Job Vacancy Trend in London

The job posting trend of jobs advertised in London citing Data Integration as a proportion of all contract or permanent IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Data Integration in London

Data Integration
Contractor Daily Rate Trend in London

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

Contractor daily rate trend for Data Integration in London

Data Integration
Contractor Daily Rate Histogram in London

The daily rate distribution of IT jobs citing Data Integration in London over the 3 months to 27 June 2017.

Contractor daily rate histogram for Data Integration in London

Data Integration
Contractor Hourly Rate Trend in London

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

Contractor hourly rate trend for Data Integration in London

Data Integration
Contract Job Locations in 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 London region over the 3 months to 27 June 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
City of London +4 24 £493 +3.68% 8
Croydon -8 3 £488 -12.35%
Canary Wharf -1 2 £575 +6.97%
Data Integration
England

For the 6 months to 27 June 2017, IT contractor 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 contract ads across the London region with a requirement for Data Integration.

1 100 (35.21%) SQL
2 96 (33.80%) ETL
3 83 (29.23%) Agile Software Development
4 78 (27.46%) Finance
5 72 (25.35%) Data Warehouse
6 66 (23.24%) Java
7 64 (22.54%) Data Management
8 63 (22.18%) Data Modelling
9 62 (21.83%) Analytics
10 52 (18.31%) SQL Server
11 49 (17.25%) Big Data
12 47 (16.55%) Oracle
13 46 (16.20%) Data Architecture
13 46 (16.20%) Analytical Skills
14 44 (15.49%) Data Quality
14 44 (15.49%) Banking
15 42 (14.79%) Web Services
16 41 (14.44%) Business Intelligence
16 41 (14.44%) Salesforce.com
16 41 (14.44%) Migration
17 40 (14.08%) Linux
18 38 (13.38%) TOGAF
19 37 (13.03%) Hadoop
20 34 (11.97%) Data Analysis
20 34 (11.97%) Microsoft
21 33 (11.62%) JavaScript
22 31 (10.92%) Apache Hive
23 30 (10.56%) XML
24 29 (10.21%) Amazon AWS
24 29 (10.21%) JSON

Data Integration
Co-occurring IT Skills in 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 21 (7.39%) SAS
2 11 (3.87%) WebSphere
3 10 (3.52%) Apache Spark
4 8 (2.82%) Apache Pig
4 8 (2.82%) CMS
5 7 (2.46%) JBoss
5 7 (2.46%) MQSeries
6 6 (2.11%) Confluence
7 5 (1.76%) IIS
8 4 (1.41%) Adobe Experience Manager
8 4 (1.41%) GemFire
8 4 (1.41%) Gentran
8 4 (1.41%) Mule ESB
8 4 (1.41%) Oracle Coherence
8 4 (1.41%) Oracle SOA Suite
9 3 (1.06%) Apache
9 3 (1.06%) Elasticsearch
9 3 (1.06%) SharePoint
9 3 (1.06%) WebLogic
10 2 (0.70%) Cloud Foundry
Applications
1 13 (4.58%) Microsoft Excel
2 3 (1.06%) SmartSuite
3 2 (0.70%) Microsoft Office
3 2 (0.70%) Microsoft PowerPoint
3 2 (0.70%) MS Visio
4 1 (0.35%) SPSS
Business Applications
1 10 (3.52%) Dynamics CRM
2 5 (1.76%) NetSuite
3 4 (1.41%) Eloqua
4 3 (1.06%) Dynamics AX
4 3 (1.06%) Markit EDM
5 2 (0.70%) SAP Hybris
6 1 (0.35%) Cognos TM1
6 1 (0.35%) HFM
6 1 (0.35%) Hyperion Planning
6 1 (0.35%) Oracle EBS R12
6 1 (0.35%) Oracle ERP
6 1 (0.35%) SAP BPC
Cloud Services
1 29 (10.21%) Amazon AWS
2 11 (3.87%) Salesforce Service Cloud
3 9 (3.17%) Microsoft Azure
4 7 (2.46%) Force.com
5 5 (1.76%) Azure Data Factory
5 5 (1.76%) Cloud Computing
6 4 (1.41%) Adobe Analytics
6 4 (1.41%) SaaS
7 3 (1.06%) Amazon EC2
7 3 (1.06%) Google Analytics
7 3 (1.06%) Google Cloud Platform
8 2 (0.70%) AWS CloudFormation
8 2 (0.70%) Bluemix
8 2 (0.70%) GitHub
8 2 (0.70%) IBM Cloud
8 2 (0.70%) SoftLayer
8 2 (0.70%) SuccessFactors
9 1 (0.35%) Amazon S3
9 1 (0.35%) Dynamics 365
9 1 (0.35%) PaaS
Communications & Networking
1 6 (2.11%) HTTP
2 4 (1.41%) Internet
3 3 (1.06%) DNS
3 3 (1.06%) Firewall
3 3 (1.06%) LDAP
3 3 (1.06%) Network Security
3 3 (1.06%) X.509
4 2 (0.70%) SMTP
5 1 (0.35%) Kerberos
5 1 (0.35%) RFID
5 1 (0.35%) TCP/IP
5 1 (0.35%) Wi-Fi
Database & Business Intelligence
1 72 (25.35%) Data Warehouse
2 52 (18.31%) SQL Server
3 49 (17.25%) Big Data
4 37 (13.03%) Hadoop
5 31 (10.92%) Apache Hive
6 26 (9.15%) MongoDB
6 26 (9.15%) SQL Server Integration Services
7 24 (8.45%) HBase
7 24 (8.45%) Relational Database
8 20 (7.04%) SQL Server Reporting Services
9 19 (6.69%) Oracle Database
9 19 (6.69%) RDBMS
10 14 (4.93%) Amazon Redshift
10 14 (4.93%) Neo4j
11 13 (4.58%) MySQL
12 11 (3.87%) BusinessObjects
12 11 (3.87%) SQL Server 2008
12 11 (3.87%) Star Schema
13 10 (3.52%) Base SAS
13 10 (3.52%) NoSQL
Development Applications
1 17 (5.99%) Talend Open Studio
2 13 (4.58%) JIRA
3 10 (3.52%) Git (software)
4 7 (2.46%) Selenium
4 7 (2.46%) Subversion
5 6 (2.11%) Cucumber
5 6 (2.11%) HP UFT
5 6 (2.11%) TeamCity
6 5 (1.76%) Jenkins
7 4 (1.41%) Eclipse
7 4 (1.41%) IntelliJ
7 4 (1.41%) Maven
7 4 (1.41%) PowerDesigner
7 4 (1.41%) Rational Rhapsody
8 3 (1.06%) ERwin
8 3 (1.06%) FitNesse
8 3 (1.06%) SonarQube
8 3 (1.06%) Team Foundation Server
9 2 (0.70%) Bitbucket
9 2 (0.70%) JUnit
General
1 78 (27.46%) Finance
2 44 (15.49%) Banking
3 22 (7.75%) Legal
4 15 (5.28%) Marketing
4 15 (5.28%) Retail
5 9 (3.17%) Telecoms
6 8 (2.82%) Investment Banking
6 8 (2.82%) Pharmaceutical
7 3 (1.06%) Back Office
7 3 (1.06%) Billing
7 3 (1.06%) Games
8 2 (0.70%) Law
8 2 (0.70%) Publishing
8 2 (0.70%) Retail Banking
9 1 (0.35%) Advertising
9 1 (0.35%) Front Office
9 1 (0.35%) German Language
Job Titles
1 81 (28.52%) Architect
2 78 (27.46%) Developer
3 40 (14.08%) Analyst
4 39 (13.73%) Data Architect
5 28 (9.86%) Solutions Architect
6 19 (6.69%) Data Analyst
7 18 (6.34%) Data Engineer
7 18 (6.34%) Salesforce Developer
8 15 (5.28%) Business Analyst
8 15 (5.28%) Consultant
9 13 (4.58%) CRM Developer
9 13 (4.58%) Senior Architect
10 11 (3.87%) Data Consultant
11 8 (2.82%) Analyst Developer
11 8 (2.82%) Dynamics CRM Developer
11 8 (2.82%) Integration Developer
11 8 (2.82%) Java Developer
11 8 (2.82%) Microsoft Developer
11 8 (2.82%) Project Manager
11 8 (2.82%) Technical Leader
Libraries, Frameworks & Software Standards
1 42 (14.79%) Web Services
2 30 (10.56%) XML
3 29 (10.21%) JSON
4 25 (8.80%) HTML
5 23 (8.10%) SOAP
6 22 (7.75%) .NET
7 21 (7.39%) REST
8 18 (6.34%) jQuery
8 18 (6.34%) Visualforce
9 15 (5.28%) RESTful
10 14 (4.93%) CSS
11 10 (3.52%) JMS
12 8 (2.82%) Middleware
12 8 (2.82%) Spring
13 7 (2.46%) LAMP
14 6 (2.11%) AngularJS
14 6 (2.11%) IBM Integration Bus
14 6 (2.11%) XHTML
15 5 (1.76%) EDI
15 5 (1.76%) LINQ
Miscellaneous
1 46 (16.20%) Analytical Skills
2 23 (8.10%) Reference Data
3 19 (6.69%) Management Information System
4 14 (4.93%) Data Structures
5 12 (4.23%) Enterprise Software
6 6 (2.11%) Greenfield Project
6 6 (2.11%) Market Risk
6 6 (2.11%) User Experience
6 6 (2.11%) Virtual Team
7 5 (1.76%) Credit Risk
7 5 (1.76%) Data Centre
7 5 (1.76%) Life Science
8 4 (1.41%) Computer Science
8 4 (1.41%) DataPower
9 3 (1.06%) CMDB
9 3 (1.06%) Replication
10 2 (0.70%) Freedom of Information
10 2 (0.70%) Learning Management System
10 2 (0.70%) Mobile Banking
10 2 (0.70%) NHS
Operating Systems
1 40 (14.08%) Linux
2 21 (7.39%) Windows
3 20 (7.04%) Unix
4 5 (1.76%) Windows Server
5 4 (1.41%) CentOS
6 1 (0.35%) Red Hat Enterprise Linux
Processes & Methodologies
1 96 (33.80%) ETL
2 83 (29.23%) Agile Software Development
3 64 (22.54%) Data Management
4 63 (22.18%) Data Modelling
5 62 (21.83%) Analytics
6 46 (16.20%) Data Architecture
7 41 (14.44%) Business Intelligence
7 41 (14.44%) Migration
8 38 (13.38%) TOGAF
9 34 (11.97%) Data Analysis
10 28 (9.86%) CRM
11 26 (9.15%) Project Management
12 24 (8.45%) Data Governance
13 23 (8.10%) Business Analysis
14 20 (7.04%) Data Migration
14 20 (7.04%) E-Commerce
14 20 (7.04%) Scrum
14 20 (7.04%) Stakeholder Management
15 19 (6.69%) PRINCE2
16 18 (6.34%) DevOps
Programming Languages
1 100 (35.21%) SQL
2 66 (23.24%) Java
3 33 (11.62%) JavaScript
4 21 (7.39%) C#
5 20 (7.04%) T-SQL
6 19 (6.69%) PL/SQL
7 18 (6.34%) Apex Code
8 15 (5.28%) Python
9 12 (4.23%) SOQL
10 11 (3.87%) R
11 10 (3.52%) PHP
12 9 (3.17%) PowerShell
13 7 (2.46%) Scala
13 7 (2.46%) VBScript
14 6 (2.11%) AWK
14 6 (2.11%) C
14 6 (2.11%) Perl
14 6 (2.11%) SAS Macro
14 6 (2.11%) sed
14 6 (2.11%) VBA
Qualifications
1 22 (7.75%) Degree
2 17 (5.99%) Security Cleared
3 16 (5.63%) SC Cleared
4 3 (1.06%) Computer Science Degree
5 2 (0.70%) DV Cleared
5 2 (0.70%) Numerate Degree
6 1 (0.35%) Master's Degree
6 1 (0.35%) PMI Certification
6 1 (0.35%) PMP
Quality Assurance & Compliance
1 44 (15.49%) Data Quality
2 13 (4.58%) QA
3 4 (1.41%) HL7
3 4 (1.41%) SLA
4 2 (0.70%) SNOMED CT
5 1 (0.35%) DICOM
5 1 (0.35%) GxP
5 1 (0.35%) PCI DSS
5 1 (0.35%) PMO
5 1 (0.35%) Solvency II
System Software
1 4 (1.41%) Apache Flume
2 1 (0.35%) Active Directory
2 1 (0.35%) Cronacle
2 1 (0.35%) HDFS
Systems Management
1 10 (3.52%) Piwik
2 6 (2.11%) Puppet
3 5 (1.76%) MOM
4 4 (1.41%) Opscode Chef
4 4 (1.41%) RSA Archer
5 2 (0.70%) Oozie
6 1 (0.35%) Ansible
6 1 (0.35%) Failover Clustering
6 1 (0.35%) Galera Cluster
6 1 (0.35%) Hadoop YARN
6 1 (0.35%) HP Quality Center
Vendors
1 47 (16.55%) Oracle
2 41 (14.44%) Salesforce.com
3 34 (11.97%) Microsoft
4 26 (9.15%) Informatica
5 21 (7.39%) IBM
5 21 (7.39%) Splunk
6 19 (6.69%) Cloudera
6 19 (6.69%) SAP
7 17 (5.99%) Talend
8 16 (5.63%) MapR
9 14 (4.93%) Nuix
10 12 (4.23%) Tableau
11 10 (3.52%) Pardot
12 7 (2.46%) HP
13 6 (2.11%) Greenplum
14 5 (1.76%) Adobe
14 5 (1.76%) Cognos
14 5 (1.76%) Sage
14 5 (1.76%) Zuora
15 4 (1.41%) Apigee
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