The table below looks at the prevalence of the term Data Integration in IT contracts advertised for the England region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Integration over the 3 months to 27 August 2016 with a comparison to the same period over the previous 2 years.

Note that daily contractor rates and hourly contractor rates are treated separately. When calculating average contractor rates, daily rates are not derived from quoted hourly rates or vice versa.

3 months to
27 Aug 2016
Same period 2015 Same period 2014
Data Integration
Rank 344 313 300
Rank change year-on-year
-31 -13
Contract jobs citing Data Integration 302 384 337
As % of all contract IT jobs located in England 0.61% 0.73% 0.66%
As % of the Miscellaneous category 1.82% 2.20% 1.98%
Number of daily rates quoted 186 245 173
Median daily rate £475 £450 £450
Median daily rate % change year-on-year
+5.55% -
90% offered a daily rate of more than £350 £320 £325
10% offered a daily rate of more than £600 £635 £564
UK excluding London median daily rate £450 £425 £425
% change year-on-year
+5.82% +0.05%
Number of hourly rates quoted 2 1 1
Median hourly rate £11.94 £25.66 £35.05
Median hourly rate % change year-on-year
-53.47% -26.79%
UK excluding London median hourly rate - £25.66 £35.05
% change year-on-year
- -26.79%
Data Integration
UK

The following table is for comparison with the above and provides statistics for the entire Miscellaneous category in contract jobs advertised in the England region.

Miscellaneous Category
England
Contract IT job ads with a match in the
Miscellaneous category
16591 17417 17046
As % of all contract IT jobs located in England 33.53% 32.92% 33.42%
Number of daily rates quoted 10812 11123 10328
Median daily rate £425 £425 £413
Median daily rate % change year-on-year
- +3.03%
90% offered a daily rate of more than £250 £250 £250
10% offered a daily rate of more than £600 £625 £600
UK excluding London median daily rate £375 £375 £350
% change year-on-year
- +7.14%
Number of hourly rates quoted 615 693 730
Median hourly rate £20.67 £20.00 £18.54
Median hourly rate % change year-on-year
+3.35% +7.86%
90% offered a hourly rate of more than £11.72 £12.00 £12.50
10% offered a hourly rate of more than £44.00 £45.00 £42.00
UK excluding London median hourly rate £22.50 £19.66 £19.00
% change year-on-year
+14.44% +3.47%

Data Integration
Jobs Demand Trend in England

The demand trend of contract jobs across the England region citing Data Integration as a proportion of all IT contracts with a match in the Miscellaneous category.

Data Integration Jobs Demand Trend in England

Data Integration
Daily Rate Trend in England

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

Data Integration Daily Rate Trend in England

Data Integration
Daily Rate Histogram in England

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Integration across the England region over the 3 months to 27 August 2016.

Data Integration Daily Rate Histogram in England

Data Integration
Hourly Rate Trend in England

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

Data Integration Hourly Rate Trend 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 27 August 2016. 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
(Click see detailed
statistics and trends)
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 +15 149 £500 - 26
South East -25 43 £438 +8.14% 10
East of England +18 22 £450 -5.26% 3
North West -4 22 £418 -9.72% 12
Yorkshire -8 21 £545 +21.11% 8
West Midlands -30 18 £538 +13.15% 1
East Midlands +1 10 £588 +14.63% 1
South West -6 8 £450 +7.78%
Midlands -6 3 £525 +5.00%
North East -35 2 £355 -28.64%
Data Integration
UK

Data Integration
Top 30 Related IT Skills in England

For the 6 months to 27 August 2016, 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.

1 202 (33.78%) Data Modelling
2 191 (31.94%) ETL
3 176 (29.43%) SQL
4 150 (25.08%) Data Warehouse
5 149 (24.92%) Business Intelligence
6 145 (24.25%) Finance
7 144 (24.08%) Agile Software Development
8 129 (21.57%) Data Architecture
9 124 (20.74%) Oracle
10 123 (20.57%) Data Management
11 110 (18.39%) Migration
12 101 (16.89%) Java
13 96 (16.05%) Data Quality
14 81 (13.55%) Data Migration
15 80 (13.38%) Informatica
16 75 (12.54%) Analytical Skills
17 66 (11.04%) SAS
18 63 (10.54%) Hadoop
18 63 (10.54%) Big Data
18 63 (10.54%) Master Data Management
19 61 (10.20%) SQL Server
20 60 (10.03%) Analytics
21 59 (9.87%) Data Analysis
22 58 (9.70%) JavaScript
22 58 (9.70%) SAP
23 57 (9.53%) SOA
23 57 (9.53%) Banking
23 57 (9.53%) SQL Server Integration Services
24 55 (9.20%) Data Governance
25 54 (9.03%) XML

Data Integration
Top Related 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 66 (11.04%) SAS
2 23 (3.85%) SharePoint
3 21 (3.51%) Oracle Service Bus
4 9 (1.51%) WebLogic
5 8 (1.34%) Apache Spark
5 8 (1.34%) Confluence
6 6 (1.00%) JBoss
7 5 (0.84%) BizTalk Server
7 5 (0.84%) SharePoint 2013
8 4 (0.67%) SharePoint 2010
9 3 (0.50%) Adobe Experience Manager
9 3 (0.50%) Apache Pig
9 3 (0.50%) Oracle SOA Suite
10 2 (0.33%) CMS
10 2 (0.33%) Lightstreamer
10 2 (0.33%) Mule
10 2 (0.33%) WebSphere
11 1 (0.17%) Drupal
11 1 (0.17%) Liferay
11 1 (0.17%) Oracle Coherence
Applications
1 27 (4.52%) MS Excel
2 6 (1.00%) MS Visio
3 5 (0.84%) MS Office
4 4 (0.67%) MS PowerPoint
5 2 (0.33%) SPSS
6 1 (0.17%) MS Project
Business Applications
1 22 (3.68%) Dynamics CRM
2 10 (1.67%) SAP ERP
3 8 (1.34%) Hyperion Planning
4 5 (0.84%) Oracle BPM
4 5 (0.84%) SAP IS-U
4 5 (0.84%) SAP MDM
5 4 (0.67%) Dynamics NAV
6 3 (0.50%) Oracle EBS
6 3 (0.50%) Oracle EBS R12
6 3 (0.50%) SAP Oil and Gas
7 2 (0.33%) Cognos Controller
7 2 (0.33%) Cognos TM1
7 2 (0.33%) Oracle ERP
8 1 (0.17%) Cognos Business Intelligence
8 1 (0.17%) Maximo
8 1 (0.17%) Oracle Internet Expenses
8 1 (0.17%) Oracle Payables
8 1 (0.17%) Oracle Procure-to-Pay
8 1 (0.17%) SAP hybris
8 1 (0.17%) Unica
Cloud Services
1 19 (3.18%) Amazon AWS
2 18 (3.01%) SuccessFactors
3 10 (1.67%) Boomi
4 9 (1.51%) SaaS
5 8 (1.34%) Amazon Kinesis
5 8 (1.34%) Amazon S3
5 8 (1.34%) AWS Elastic Beanstalk
6 7 (1.17%) Microsoft Azure
7 4 (0.67%) Cloud Computing
7 4 (0.67%) IaaS
7 4 (0.67%) iPaaS
7 4 (0.67%) Veeva
8 3 (0.50%) Adobe Analytics
8 3 (0.50%) PaaS
9 1 (0.17%) GitHub
Communications & Networking
1 9 (1.51%) HTTP
2 8 (1.34%) LDAP
3 5 (0.84%) FTP
4 3 (0.50%) DNS
4 3 (0.50%) Firewall
5 2 (0.33%) Internet
5 2 (0.33%) Network Security
5 2 (0.33%) Skype
6 1 (0.17%) SMS
6 1 (0.17%) Wireless
Database & Business Intelligence
1 150 (25.08%) Data Warehouse
2 63 (10.54%) Big Data
2 63 (10.54%) Hadoop
3 61 (10.20%) SQL Server
4 57 (9.53%) SQL Server Integration Services
5 46 (7.69%) Pentaho
6 44 (7.36%) Relational Database
7 43 (7.19%) Oracle Database
8 41 (6.86%) SQL Server Reporting Services
9 38 (6.35%) PostgreSQL
10 33 (5.52%) BusinessObjects
11 31 (5.18%) Enterprise Data Warehouse
12 23 (3.85%) MongoDB
13 22 (3.68%) MySQL
14 21 (3.51%) Apache Hive
14 21 (3.51%) HBase
15 20 (3.34%) SQL Server Analysis Services
16 18 (3.01%) RDBMS
17 17 (2.84%) Amazon Redshift
17 17 (2.84%) SAS Data Integration Studio
Development Applications
1 49 (8.19%) Talend Open Studio
2 32 (5.35%) ERwin
3 10 (1.67%) JIRA
4 9 (1.51%) Git (software)
4 9 (1.51%) SoapUI
4 9 (1.51%) Subversion
4 9 (1.51%) Team Foundation Server
5 8 (1.34%) Protractor
5 8 (1.34%) Selenium
5 8 (1.34%) Visual Studio
6 7 (1.17%) Jenkins
7 5 (0.84%) Appium
7 5 (0.84%) Maven
8 4 (0.67%) HP UFT
8 4 (0.67%) TeamCity
8 4 (0.67%) WebDriver
9 3 (0.50%) Artifactory
9 3 (0.50%) Oracle Forms
9 3 (0.50%) SonarQube
10 2 (0.33%) SQL Server Management Studio (SSMS)
General
1 145 (24.25%) Finance
2 57 (9.53%) Banking
3 40 (6.69%) Retail
4 22 (3.68%) Marketing
5 16 (2.68%) Pharmaceutical
6 13 (2.17%) Investment Banking
7 12 (2.01%) Manufacturing
8 9 (1.51%) Retail Banking
9 8 (1.34%) Telecoms
10 5 (0.84%) Automotive
10 5 (0.84%) Back Office
11 4 (0.67%) Advertising
11 4 (0.67%) Financial Institution
11 4 (0.67%) Games
12 3 (0.50%) Electronics
12 3 (0.50%) Front Office
12 3 (0.50%) Legal
13 1 (0.17%) Interactive Media
Job Titles
1 203 (33.95%) Architect
2 180 (30.10%) Developer
3 120 (20.07%) Data Architect
4 85 (14.21%) Analyst
5 55 (9.20%) Consultant
6 51 (8.53%) ETL Developer
7 43 (7.19%) Data Analyst
7 43 (7.19%) Solutions Architect
8 34 (5.69%) Integration Architect
9 32 (5.35%) Java Developer
9 32 (5.35%) SQL Developer
10 29 (4.85%) Business Analyst
11 27 (4.52%) Data Integration Architect
12 24 (4.01%) Technical Architect
13 20 (3.34%) Oracle Developer
13 20 (3.34%) Project Manager
14 19 (3.18%) Enterprise Architect
15 18 (3.01%) Business Intelligence Developer
15 18 (3.01%) Talend Developer
16 16 (2.68%) Enterprise Data Architect
Libraries, Frameworks & Software Standards
1 54 (9.03%) XML
2 39 (6.52%) REST
3 37 (6.19%) .NET
3 37 (6.19%) Web Services
4 30 (5.02%) HTML
5 27 (4.52%) SOAP
6 25 (4.18%) AngularJS
7 20 (3.34%) Middleware
8 17 (2.84%) CSS
8 17 (2.84%) HTML5
9 12 (2.01%) Java EE
9 12 (2.01%) jQuery
10 11 (1.84%) Spring
10 11 (1.84%) XHTML
11 9 (1.51%) ASP.NET
12 8 (1.34%) JSON
12 8 (1.34%) XSD
13 7 (1.17%) JMS
14 6 (1.00%) Oracle Fusion
14 6 (1.00%) XML Schema
Miscellaneous
1 75 (12.54%) Analytical Skills
2 43 (7.19%) Management Information System
3 39 (6.52%) Reference Data
4 30 (5.02%) Visualisation
5 20 (3.34%) Algorithms
5 20 (3.34%) Data Structures
6 9 (1.51%) Data Conversion
6 9 (1.51%) Enterprise Software
6 9 (1.51%) Wiki
7 8 (1.34%) Computer Science
7 8 (1.34%) Virtual Team
8 6 (1.00%) Data Centre
9 5 (0.84%) Credit Risk
10 4 (0.67%) NHS
10 4 (0.67%) Performance Metrics
10 4 (0.67%) Public Cloud
11 3 (0.50%) Hybrid Cloud
11 3 (0.50%) Life Science
11 3 (0.50%) Mainframe
11 3 (0.50%) Replication
Operating Systems
1 51 (8.53%) Unix
2 33 (5.52%) Linux
3 16 (2.68%) Windows
4 6 (1.00%) Ubuntu
5 4 (0.67%) Debian
6 3 (0.50%) AIX
6 3 (0.50%) Windows Server 2008
6 3 (0.50%) Windows Server 2012
7 2 (0.33%) Red Hat Enterprise Linux
7 2 (0.33%) Windows Server
8 1 (0.17%) Apple iOS
8 1 (0.17%) CentOS
Processes & Methodologies
1 202 (33.78%) Data Modelling
2 191 (31.94%) ETL
3 149 (24.92%) Business Intelligence
4 144 (24.08%) Agile Software Development
5 129 (21.57%) Data Architecture
6 123 (20.57%) Data Management
7 110 (18.39%) Migration
8 81 (13.55%) Data Migration
9 63 (10.54%) Master Data Management
10 60 (10.03%) Analytics
11 59 (9.87%) Data Analysis
12 57 (9.53%) SOA
13 55 (9.20%) Data Governance
14 51 (8.53%) Scrum
15 46 (7.69%) Project Management
15 46 (7.69%) SDLC
16 44 (7.36%) Open Source
17 42 (7.02%) CRM
18 40 (6.69%) Data Transformation
19 39 (6.52%) Logical Data Model
Programming Languages
1 176 (29.43%) SQL
2 101 (16.89%) Java
3 58 (9.70%) JavaScript
4 46 (7.69%) C#
5 29 (4.85%) Shell Script
6 28 (4.68%) Python
7 21 (3.51%) C++
7 21 (3.51%) T-SQL
8 16 (2.68%) PL/SQL
9 15 (2.51%) Perl
10 13 (2.17%) C
11 12 (2.01%) R
12 9 (1.51%) PHP
12 9 (1.51%) VBA
13 8 (1.34%) SAS Macro
14 3 (0.50%) Scala
15 2 (0.33%) Bash Shell
15 2 (0.33%) COBOL
15 2 (0.33%) PowerShell
15 2 (0.33%) VB.NET
Qualifications
1 41 (6.86%) Security Cleared
2 25 (4.18%) SC Cleared
3 24 (4.01%) Degree
4 11 (1.84%) BPSS Clearance
5 6 (1.00%) DV Cleared
5 6 (1.00%) ISEB
6 5 (0.84%) BC Cleared
6 5 (0.84%) ISTQB
7 3 (0.50%) PRINCE2 Certification
8 2 (0.33%) PMI Certification
8 2 (0.33%) PMP
8 2 (0.33%) SAS Certification
9 1 (0.17%) CBAP
9 1 (0.17%) ITIL Certification
9 1 (0.17%) MAPM
9 1 (0.17%) Oracle Certification
9 1 (0.17%) PRINCE2 Practitioner
9 1 (0.17%) Sun Certification
Quality Assurance & Compliance
1 96 (16.05%) Data Quality
2 17 (2.84%) QA
3 9 (1.51%) ISO20022
4 4 (0.67%) Disclosure Scotland
4 4 (0.67%) Dodd-Frank
4 4 (0.67%) EMIR
4 4 (0.67%) MiFID
5 1 (0.17%) Basel II
5 1 (0.17%) GAAP
5 1 (0.17%) ISO 9001
5 1 (0.17%) SLA
5 1 (0.17%) Solvency II
System Software
1 8 (1.34%) Docker
2 4 (0.67%) Apache Flume
3 3 (0.50%) HDFS
4 1 (0.17%) Active Directory
4 1 (0.17%) Tivoli Workload Scheduler
4 1 (0.17%) Virtual Machines
Systems Management
1 10 (1.67%) Control-M
2 5 (0.84%) HP Quality Center
3 4 (0.67%) MOM
4 1 (0.17%) DBAmp
4 1 (0.17%) Hadoop YARN
4 1 (0.17%) Opscode Chef
4 1 (0.17%) Puppet
4 1 (0.17%) Tivoli
Vendors
1 124 (20.74%) Oracle
2 80 (13.38%) Informatica
3 58 (9.70%) SAP
4 53 (8.86%) Microsoft
5 49 (8.19%) Talend
6 26 (4.35%) Tableau
7 24 (4.01%) IBM
8 19 (3.18%) Cloudera
9 17 (2.84%) CA
9 17 (2.84%) Salesforce.com
10 16 (2.68%) Ab Initio
10 16 (2.68%) VMware
11 12 (2.01%) Hyperion
12 11 (1.84%) HP
13 10 (1.67%) Dell
14 9 (1.51%) BMC
14 9 (1.51%) Platfora
15 8 (1.34%) hybris
15 8 (1.34%) Sybase
16 7 (1.17%) Netezza
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