The following table provides summary statistics for contract job vacancies advertised in England 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 22 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
UK / England
3 months to
22 Jun 2017
Same period 2016 Same period 2015
Rank 315 379 338
Rank change year-on-year +64 -41  
Contract jobs citing Data Integration 307 271 312
As % of all contract IT jobs advertised in England 0.71% 0.55% 0.61%
As % of the Processes & Methodologies category 0.84% 0.66% 0.75%
Number of daily rates quoted 201 163 221
Median daily rate £450 £463 £463
Median daily rate % change year-on-year -2.70% -  
90% offered a daily rate of more than £350 £350 £325
10% offered a daily rate of more than £588 £633 £625
UK excluding London median daily rate £425 £450 £440
% change year-on-year -5.55% +2.27%  
Number of hourly rates quoted 4 0 0
Median hourly rate £19.00 - -
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 England with a requirement for process and methodology skills.

Contract Process & Methodology Skills
England
Contract job vacancies with a requirement for process and methodology skills 36460 41364 41331
As % of all contract IT job vacancies advertised in England 84.71% 83.50% 80.82%
Number of daily rates quoted 23944 27759 26979
Median daily rate £450 £446 £415
Median daily rate % change year-on-year +0.84% +7.53%  
90% offered a daily rate of more than £313 £300 £288
10% offered a daily rate of more than £600 £600 £593
UK excluding London median daily rate £415 £400 £385
% change year-on-year +3.75% +3.89%  
Number of hourly rates quoted 956 965 1150
Median hourly rate £32.00 £27.25 £26.00
Median hourly rate % change year-on-year +17.43% +4.80%  
90% offered a hourly rate of more than £12.50 £12.55 £12.00
10% offered a hourly rate of more than £52.50 £47.83 £50.00
UK excluding London median hourly rate £33.50 £28.50 £30.00
% change year-on-year +17.54% -5.00%  

Data Integration
Job Vacancy Trend in England

The job posting trend of jobs advertised in England 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 England

Data Integration
Contractor Daily Rate Trend in England

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

Contractor daily rate trend for Data Integration in England

Data Integration
Contractor Daily Rate Histogram in England

The daily rate distribution of IT jobs citing Data Integration in England over the 3 months to 22 June 2017.

Contractor daily rate histogram for Data Integration in England

Data Integration
Contractor Hourly Rate Trend in England

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

Contractor hourly rate trend for Data Integration in England

Data Integration
Contract Job Locations in England

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 England region over the 3 months to 22 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
London +16 137 £496 -0.75% 29
South East +22 42 £450 +24.56% 13
Yorkshire +41 35 £424 -22.95% 1
East of England +15 30 £425 +3.03% 2
North West +32 24 £425 - 11
South West +23 19 £388 - 2
East Midlands -3 12 £405 -14.73% 3
West Midlands +9 6 £475 +46.15% 5
Data Integration
UK

For the 6 months to 22 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 England region with a requirement for Data Integration.

1 206 (37.25%) SQL
2 197 (35.62%) ETL
3 163 (29.48%) Agile Software Development
4 154 (27.85%) Data Modelling
5 144 (26.04%) Finance
6 137 (24.77%) Data Warehouse
7 122 (22.06%) Oracle
8 111 (20.07%) Business Intelligence
9 108 (19.53%) Data Management
10 107 (19.35%) Analytics
11 103 (18.63%) Data Quality
11 103 (18.63%) SQL Server
12 93 (16.82%) Data Architecture
13 91 (16.46%) Migration
14 89 (16.09%) Java
15 83 (15.01%) Big Data
16 81 (14.65%) Analytical Skills
17 75 (13.56%) Microsoft
18 69 (12.48%) Hadoop
19 62 (11.21%) Banking
20 61 (11.03%) SQL Server Integration Services
21 60 (10.85%) XML
22 57 (10.31%) Informatica
23 56 (10.13%) TOGAF
24 52 (9.40%) Web Services
25 51 (9.22%) Data Migration
26 50 (9.04%) Linux
27 48 (8.68%) MongoDB
28 47 (8.50%) Data Analysis
29 46 (8.32%) Degree

Data Integration
Co-occurring IT Skills in England 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 36 (6.51%) SAS
2 13 (2.35%) Apache Spark
3 12 (2.17%) Apache
3 12 (2.17%) JBoss
4 11 (1.99%) WebSphere
5 10 (1.81%) Apache Pig
5 10 (1.81%) CMS
5 10 (1.81%) Confluence
5 10 (1.81%) WebLogic
6 9 (1.63%) Apache Solr
7 7 (1.27%) MQSeries
7 7 (1.27%) Oracle Coherence
7 7 (1.27%) Oracle SOA Suite
7 7 (1.27%) WinCC
8 5 (0.90%) Gentran
8 5 (0.90%) Tomcat
9 4 (0.72%) Adobe Experience Manager
9 4 (0.72%) GemFire
9 4 (0.72%) Mule ESB
9 4 (0.72%) SharePoint
Applications
1 23 (4.16%) Microsoft Excel
2 7 (1.27%) Microsoft Office
3 6 (1.08%) Microsoft PowerPoint
4 5 (0.90%) MS Visio
5 3 (0.54%) Microsoft Project
6 2 (0.36%) SmartSuite
7 1 (0.18%) SPSS
Business Applications
1 12 (2.17%) Dynamics CRM
2 7 (1.27%) Teamcenter
3 6 (1.08%) Dynamics AX
3 6 (1.08%) NetSuite
4 5 (0.90%) Hyperion Planning
5 4 (0.72%) Eloqua
5 4 (0.72%) Markit EDM
6 3 (0.54%) HFM
6 3 (0.54%) Oracle Applications
6 3 (0.54%) Oracle ERP
6 3 (0.54%) SAP ERP
6 3 (0.54%) SAP Retail
7 2 (0.36%) Oracle EBS
7 2 (0.36%) Oracle EBS R12
7 2 (0.36%) SAP BPC
7 2 (0.36%) SAP CAR
7 2 (0.36%) SAP Hybris
8 1 (0.18%) Lorenzo
8 1 (0.18%) SAP POS DM
8 1 (0.18%) SAP S/4HANA
Cloud Services
1 46 (8.32%) Amazon AWS
2 19 (3.44%) Microsoft Azure
3 14 (2.53%) SaaS
4 11 (1.99%) Salesforce Service Cloud
5 9 (1.63%) Cloud Computing
6 7 (1.27%) Force.com
7 5 (0.90%) Azure Data Factory
7 5 (0.90%) PaaS
8 4 (0.72%) Adobe Analytics
9 3 (0.54%) Amazon EC2
9 3 (0.54%) Dynamics 365
9 3 (0.54%) Google Analytics
10 2 (0.36%) Amazon Kinesis
10 2 (0.36%) AWS CloudFormation
10 2 (0.36%) Bluemix
10 2 (0.36%) GitHub
10 2 (0.36%) IBM Cloud
10 2 (0.36%) SoftLayer
10 2 (0.36%) SuccessFactors
11 1 (0.18%) Office 365
Communications & Networking
1 5 (0.90%) HTTP
2 4 (0.72%) Internet
2 4 (0.72%) LDAP
3 3 (0.54%) Firewall
4 2 (0.36%) Kerberos
4 2 (0.36%) LAN
4 2 (0.36%) Network Security
4 2 (0.36%) SMTP
4 2 (0.36%) TCP/IP
4 2 (0.36%) VoIP
4 2 (0.36%) WAN
5 1 (0.18%) RFID
5 1 (0.18%) SMS
5 1 (0.18%) Wi-Fi
Database & Business Intelligence
1 137 (24.77%) Data Warehouse
2 103 (18.63%) SQL Server
3 83 (15.01%) Big Data
4 69 (12.48%) Hadoop
5 61 (11.03%) SQL Server Integration Services
6 48 (8.68%) MongoDB
7 44 (7.96%) Relational Database
8 43 (7.78%) MySQL
9 41 (7.41%) Apache Hive
10 39 (7.05%) SQL Server Reporting Services
11 31 (5.61%) HBase
12 28 (5.06%) Oracle Database
12 28 (5.06%) RDBMS
13 26 (4.70%) Pentaho
14 24 (4.34%) NoSQL
14 24 (4.34%) SAS Data Integration Studio
15 23 (4.16%) Base SAS
16 21 (3.80%) BusinessObjects
17 20 (3.62%) Neo4j
18 19 (3.44%) Data Lake
Development Applications
1 32 (5.79%) Talend Open Studio
2 26 (4.70%) JIRA
3 16 (2.89%) ERwin
4 11 (1.99%) Git (software)
5 8 (1.45%) Eclipse
6 7 (1.27%) Selenium
6 7 (1.27%) Subversion
7 6 (1.08%) Cucumber
7 6 (1.08%) HP UFT
7 6 (1.08%) Jenkins
7 6 (1.08%) Maven
7 6 (1.08%) TeamCity
8 5 (0.90%) MagicDraw
8 5 (0.90%) Rational Rhapsody
8 5 (0.90%) SQL Server Management Studio (SSMS)
8 5 (0.90%) Visual Studio
9 4 (0.72%) IntelliJ
9 4 (0.72%) PowerDesigner
9 4 (0.72%) Team Foundation Server
10 3 (0.54%) SonarQube
General
1 144 (26.04%) Finance
2 62 (11.21%) Banking
3 36 (6.51%) Retail
4 30 (5.42%) Legal
5 17 (3.07%) Telecoms
6 16 (2.89%) Marketing
7 11 (1.99%) Manufacturing
8 10 (1.81%) Pharmaceutical
9 8 (1.45%) Back Office
9 8 (1.45%) Investment Banking
10 4 (0.72%) Games
10 4 (0.72%) Law
11 3 (0.54%) Advertising
11 3 (0.54%) Billing
11 3 (0.54%) Publishing
12 2 (0.36%) Local Government
12 2 (0.36%) Retail Banking
12 2 (0.36%) Wholesale Banking
13 1 (0.18%) Financial Institution
13 1 (0.18%) German Language
Job Titles
1 163 (29.48%) Architect
2 135 (24.41%) Developer
3 88 (15.91%) Analyst
4 79 (14.29%) Data Architect
5 57 (10.31%) Solutions Architect
6 37 (6.69%) Business Analyst
7 36 (6.51%) Consultant
8 31 (5.61%) Data Analyst
9 26 (4.70%) Technical Leader
10 25 (4.52%) Data Engineer
11 20 (3.62%) Technical Architect
12 18 (3.25%) Salesforce Developer
12 18 (3.25%) Senior Architect
12 18 (3.25%) SQL Developer
13 16 (2.89%) Data Consultant
13 16 (2.89%) Project Manager
14 14 (2.53%) ETL Developer
15 13 (2.35%) CRM Developer
15 13 (2.35%) DBA
15 13 (2.35%) Integration Architect
Libraries, Frameworks & Software Standards
1 60 (10.85%) XML
2 52 (9.40%) Web Services
3 38 (6.87%) Middleware
4 33 (5.97%) .NET
4 33 (5.97%) SOAP
5 31 (5.61%) REST
6 30 (5.42%) JSON
7 29 (5.24%) HTML
8 18 (3.25%) jQuery
8 18 (3.25%) Visualforce
9 17 (3.07%) CSS
10 16 (2.89%) RESTful
11 15 (2.71%) XSLT
12 14 (2.53%) Spring
13 11 (1.99%) ASP.NET
13 11 (1.99%) JMS
14 8 (1.45%) LAMP
15 7 (1.27%) AngularJS
15 7 (1.27%) Kafka
15 7 (1.27%) XHTML
Miscellaneous
1 81 (14.65%) Analytical Skills
2 43 (7.78%) Reference Data
3 39 (7.05%) Management Information System
4 29 (5.24%) Data Structures
5 18 (3.25%) Enterprise Software
6 17 (3.07%) Greenfield Project
7 13 (2.35%) Data Centre
8 8 (1.45%) Computer Science
8 8 (1.45%) Credit Risk
8 8 (1.45%) Market Risk
8 8 (1.45%) Virtual Team
9 7 (1.27%) NHS
10 6 (1.08%) Life Science
10 6 (1.08%) User Experience
11 5 (0.90%) Mainframe
11 5 (0.90%) Public Cloud
11 5 (0.90%) Taxonomies
12 4 (0.72%) CMDB
12 4 (0.72%) DataPower
13 3 (0.54%) Replication
Operating Systems
1 50 (9.04%) Linux
2 32 (5.79%) Unix
3 24 (4.34%) Windows
4 5 (0.90%) Windows Server
5 4 (0.72%) CentOS
6 1 (0.18%) Red Hat Enterprise Linux
Processes & Methodologies
1 197 (35.62%) ETL
2 163 (29.48%) Agile Software Development
3 154 (27.85%) Data Modelling
4 111 (20.07%) Business Intelligence
5 108 (19.53%) Data Management
6 107 (19.35%) Analytics
7 93 (16.82%) Data Architecture
8 91 (16.46%) Migration
9 56 (10.13%) TOGAF
10 51 (9.22%) Data Migration
11 47 (8.50%) Data Analysis
12 46 (8.32%) Data Governance
13 45 (8.14%) ITIL
14 44 (7.96%) Stakeholder Management
14 44 (7.96%) Validation
15 43 (7.78%) Project Management
16 42 (7.59%) SDLC
17 40 (7.23%) Scrum
18 37 (6.69%) UML
19 34 (6.15%) CRM
Programming Languages
1 206 (37.25%) SQL
2 89 (16.09%) Java
3 42 (7.59%) T-SQL
4 38 (6.87%) JavaScript
5 35 (6.33%) PL/SQL
6 25 (4.52%) C#
7 20 (3.62%) Python
8 18 (3.25%) Apex Code
9 13 (2.35%) Shell Script
10 12 (2.17%) PHP
10 12 (2.17%) SOQL
11 11 (1.99%) R
12 9 (1.63%) VB
12 9 (1.63%) VBScript
13 8 (1.45%) PowerShell
13 8 (1.45%) SAS Macro
13 8 (1.45%) Scala
14 7 (1.27%) VBA
15 6 (1.08%) C
15 6 (1.08%) Perl
Qualifications
1 46 (8.32%) Degree
2 34 (6.15%) Security Cleared
3 28 (5.06%) SC Cleared
4 8 (1.45%) ISEB
5 3 (0.54%) Computer Science Degree
5 3 (0.54%) ISTQB
5 3 (0.54%) Master's Degree
6 2 (0.36%) CCNA
6 2 (0.36%) Cisco Certification
6 2 (0.36%) DV Cleared
6 2 (0.36%) ITIL Certification
6 2 (0.36%) Numerate Degree
6 2 (0.36%) SAS Certification
7 1 (0.18%) BPSS Clearance
7 1 (0.18%) CBAP
7 1 (0.18%) MBA
7 1 (0.18%) Microsoft Certification
7 1 (0.18%) PMI Certification
7 1 (0.18%) PMP
Quality Assurance & Compliance
1 103 (18.63%) Data Quality
2 28 (5.06%) QA
3 9 (1.63%) IFRS
3 9 (1.63%) IFRS 9
4 6 (1.08%) HL7
5 5 (0.90%) Disclosure Scotland
6 4 (0.72%) SLA
7 3 (0.54%) PMO
8 2 (0.36%) PCI DSS
8 2 (0.36%) Sarbanes-Oxley
8 2 (0.36%) SNOMED CT
9 1 (0.18%) DICOM
9 1 (0.18%) GAAP
9 1 (0.18%) GxP
9 1 (0.18%) Solvency II
System Software
1 5 (0.90%) Apache Flume
2 4 (0.72%) HDFS
3 2 (0.36%) Active Directory
3 2 (0.36%) Oracle RAC
3 2 (0.36%) Virtual Servers
4 1 (0.18%) Cronacle
Systems Management
1 10 (1.81%) Piwik
2 6 (1.08%) Puppet
3 5 (0.90%) MOM
4 4 (0.72%) Hadoop YARN
4 4 (0.72%) Opscode Chef
5 3 (0.54%) RSA Archer
6 2 (0.36%) Ansible
6 2 (0.36%) Control-M
6 2 (0.36%) Oozie
7 1 (0.18%) Data Guard
7 1 (0.18%) EMC NetWorker
7 1 (0.18%) Galera Cluster
7 1 (0.18%) HP Quality Center
Vendors
1 122 (22.06%) Oracle
2 75 (13.56%) Microsoft
3 57 (10.31%) Informatica
4 44 (7.96%) Salesforce.com
5 42 (7.59%) IBM
6 40 (7.23%) SAP
7 32 (5.79%) Talend
8 31 (5.61%) MapR
9 29 (5.24%) Cloudera
10 28 (5.06%) Splunk
11 23 (4.16%) Tableau
12 20 (3.62%) Nuix
13 10 (1.81%) Pardot
14 9 (1.63%) HP
15 8 (1.45%) Cognos
15 8 (1.45%) Red Hat
16 7 (1.27%) Siemens
17 6 (1.08%) Hyperion
17 6 (1.08%) Netezza
18 5 (0.90%) Google
London
ComputAppoint
Rate: £450 - £500 per day
Posted: 9 hours ago
Blackpool, Lancashire
Digital Gurus
Rate: £400 - £450 per day
Posted: Yesterday
Newcastle Upon Tyne, Tyne and Wear
Elevate Direct
Rate: From £400 to £450 per day
Posted: Yesterday
Newcastle Upon Tyne, Tyne and Wear
Elevate Direct
Rate: From £720 to £766 per day
Posted: Yesterday
North West
Rullion
Posted: Yesterday
London
Lawrence Harvey
Posted: 2 days ago
North London
The Bridge Ltd
Rate: Unspecified
Posted: 3 days ago
Cheshire
Vivid Resourcing
Posted: 7 days ago
Manchester, Lancashire
Robert Walters
Rate: £350 - £400 per day
Posted: 6 days ago
City, London
I3
Rate: £525 - £550 per day
Posted: 3 days ago
London
onezeero.
Rate: £500 - £550 per day
Posted: 6 days ago
Hook
Proactive Appointments
Rate: £230 - £245 per day + Market Rate
Posted: 7 days ago
England
Edward Carter Solutions
Rate: £534 - £535 per day
Posted: Yesterday