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 24 January 2017 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
24 Jan 2017
Same period 2016 Same period 2015
Data Integration
UK / England
Rank 311 311 348
Rank change year-on-year
0 +37
Contract jobs citing Data Integration 278 304 248
As % of all contract IT jobs located in England 0.67% 0.66% 0.55%
As % of the Miscellaneous category 2.06% 2.02% 1.71%
Number of daily rates quoted 189 216 149
Median daily rate £500 £467 £445
Median daily rate % change year-on-year
+6.96% +5.03%
90% offered a daily rate of more than £375 £335 £350
10% offered a daily rate of more than £650 £650 £615
UK excluding London median daily rate £450 £425 £425
% change year-on-year
+5.88% -
Number of hourly rates quoted 2 6 3
Median hourly rate £25.50 £22.31 £39.00
Median hourly rate % change year-on-year
+14.31% -42.80%
UK excluding London median hourly rate £25.50 - -

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
13520 15081 14475
As % of all contract IT jobs located in England 32.55% 32.93% 31.85%
Number of daily rates quoted 8687 9684 9164
Median daily rate £450 £425 £425
Median daily rate % change year-on-year
+5.88% -
90% offered a daily rate of more than £260 £250 £245
10% offered a daily rate of more than £625 £625 £600
UK excluding London median daily rate £388 £375 £365
% change year-on-year
+3.33% +2.73%
Number of hourly rates quoted 495 640 608
Median hourly rate £21.00 £22.00 £17.87
Median hourly rate % change year-on-year
-4.54% +23.14%
90% offered a hourly rate of more than £11.33 £12.50 £11.50
10% offered a hourly rate of more than £47.35 £50.50 £40.00
UK excluding London median hourly rate £18.50 £21.50 £17.50
% change year-on-year
-13.95% +22.85%

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 24 January 2017.

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 24 January 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 +29 173 £506 -0.24% 20
South East -15 32 £475 +15.15% 10
North West +31 17 £525 +10.52% 5
South West +9 14 £418 +12.83% 7
East of England -12 13 £450 -27.85% 4
Yorkshire +11 12 £450 +2.85% 1
West Midlands -13 10 £470 +13.13% 1
East Midlands -9 3 £489 +28.26% 2
Midlands -2 2 £550 -
North East - 2 £400 -
Data Integration
UK

Data Integration
Top 30 Related IT Skills in England

For the 6 months to 24 January 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.

1 196 (33.85%) ETL
2 183 (31.61%) Data Modelling
3 170 (29.36%) SQL
4 163 (28.15%) Data Warehouse
5 160 (27.63%) Business Intelligence
6 144 (24.87%) Agile Software Development
7 133 (22.97%) Big Data
8 122 (21.07%) Data Management
9 120 (20.73%) Finance
10 115 (19.86%) Data Architecture
11 95 (16.41%) Oracle
12 93 (16.06%) Analytics
13 92 (15.89%) Data Quality
13 92 (15.89%) Java
14 87 (15.03%) Banking
15 85 (14.68%) SQL Server
16 82 (14.16%) Hadoop
17 78 (13.47%) Analytical Skills
17 78 (13.47%) Migration
18 71 (12.26%) SQL Server Integration Services
19 69 (11.92%) Project Management
20 66 (11.40%) Microsoft
21 65 (11.23%) Data Analysis
22 59 (10.19%) CRM
23 58 (10.02%) XML
24 57 (9.84%) Web Services
25 56 (9.67%) SOA
26 52 (8.98%) JavaScript
26 52 (8.98%) Relational Database
27 50 (8.64%) Data Migration

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 47 (8.12%) Apache Spark
2 27 (4.66%) SAS
3 22 (3.80%) CMS
3 22 (3.80%) SharePoint
4 20 (3.45%) Apache
5 16 (2.76%) Oracle SOA Suite
6 11 (1.90%) Apache Pig
6 11 (1.90%) JBoss
7 8 (1.38%) WebLogic
8 6 (1.04%) Confluence
9 5 (0.86%) Elasticsearch
9 5 (0.86%) Tomcat
9 5 (0.86%) WebSphere
10 4 (0.69%) BizTalk Server
10 4 (0.69%) Oracle Coherence
11 3 (0.52%) Apache Solr
11 3 (0.52%) EPiServer CMS
11 3 (0.52%) GemFire
11 3 (0.52%) SharePoint 2010
12 2 (0.35%) ArcSDE
Applications
1 34 (5.87%) MS Excel
2 11 (1.90%) MS Project
3 10 (1.73%) MS Visio
3 10 (1.73%) SPSS
4 7 (1.21%) MS Office
5 2 (0.35%) MS PowerPoint
Business Applications
1 26 (4.49%) Dynamics CRM
2 6 (1.04%) Dynamics NAV
3 4 (0.69%) Hyperion Planning
4 3 (0.52%) Cognos Business Intelligence
4 3 (0.52%) Oracle EBS
4 3 (0.52%) Oracle ERP
4 3 (0.52%) SAP MDM
5 2 (0.35%) Markit EDM
5 2 (0.35%) Maximo
5 2 (0.35%) SAP ERP
5 2 (0.35%) SAP hybris
5 2 (0.35%) SAP Retail
6 1 (0.17%) Eagle PACE
6 1 (0.17%) Oracle EBS R12
6 1 (0.17%) Oracle Financials
6 1 (0.17%) Oracle Retail
6 1 (0.17%) Remedy ITSM
6 1 (0.17%) SAP Oil and Gas
6 1 (0.17%) thinkFolio
6 1 (0.17%) Unica
Cloud Services
1 36 (6.22%) Amazon AWS
2 20 (3.45%) Microsoft Azure
3 18 (3.11%) Cloud Computing
4 16 (2.76%) PaaS
5 10 (1.73%) Google Analytics
5 10 (1.73%) IaaS
6 7 (1.21%) SuccessFactors
7 5 (0.86%) SaaS
8 4 (0.69%) Amazon EMR
8 4 (0.69%) Amazon Kinesis
8 4 (0.69%) Amazon S3
9 3 (0.52%) AWS Lambda
9 3 (0.52%) Office 365
10 2 (0.35%) Amazon EC2
10 2 (0.35%) Boomi
10 2 (0.35%) GitHub
11 1 (0.17%) Adobe Analytics
11 1 (0.17%) AWS CloudFormation
11 1 (0.17%) CallidusCloud
11 1 (0.17%) OpenShift
Communications & Networking
1 11 (1.90%) HTTP
2 5 (0.86%) Firewall
3 4 (0.69%) DNS
3 4 (0.69%) Internet
3 4 (0.69%) VoIP
4 2 (0.35%) OpenLDAP
4 2 (0.35%) TCP/IP
5 1 (0.17%) Cisco ISE
5 1 (0.17%) DMZ
5 1 (0.17%) Network Security
5 1 (0.17%) Reverse Proxy
5 1 (0.17%) SAN
5 1 (0.17%) WAN
5 1 (0.17%) Wireless
Database & Business Intelligence
1 163 (28.15%) Data Warehouse
2 133 (22.97%) Big Data
3 85 (14.68%) SQL Server
4 82 (14.16%) Hadoop
5 71 (12.26%) SQL Server Integration Services
6 52 (8.98%) Relational Database
7 44 (7.60%) SQL Server Reporting Services
8 38 (6.56%) Apache Hive
9 36 (6.22%) NoSQL
10 33 (5.70%) MongoDB
11 32 (5.53%) BusinessObjects
12 30 (5.18%) RDBMS
13 26 (4.49%) HBase
14 24 (4.15%) SQL Server Analysis Services
15 21 (3.63%) QlikView
16 20 (3.45%) Data Mining
16 20 (3.45%) MySQL
16 20 (3.45%) Oracle Database
17 19 (3.28%) Power BI
18 17 (2.94%) Flink
Development Applications
1 41 (7.08%) Talend Open Studio
2 22 (3.80%) JIRA
3 16 (2.76%) ERwin
4 15 (2.59%) Git (software)
5 13 (2.25%) Visual Studio
6 8 (1.38%) Jenkins
7 7 (1.21%) Selenium
7 7 (1.21%) Team Foundation Server
8 6 (1.04%) HP UFT
9 5 (0.86%) Atlassian Bamboo
9 5 (0.86%) Subversion
10 4 (0.69%) Cucumber
10 4 (0.69%) Maven
10 4 (0.69%) SoapUI
11 3 (0.52%) JMeter
11 3 (0.52%) SQL Server Management Studio (SSMS)
12 2 (0.35%) Grunt
12 2 (0.35%) JUnit
12 2 (0.35%) MagicDraw
12 2 (0.35%) Sonatype Nexus
General
1 120 (20.73%) Finance
2 87 (15.03%) Banking
3 44 (7.60%) Retail
4 20 (3.45%) Marketing
5 18 (3.11%) Legal
6 12 (2.07%) Telecoms
7 10 (1.73%) Investment Banking
8 9 (1.55%) Publishing
8 9 (1.55%) Retail Banking
9 8 (1.38%) Advertising
9 8 (1.38%) Pharmaceutical
10 6 (1.04%) Corporate Banking
11 5 (0.86%) Financial Institution
11 5 (0.86%) Law
12 4 (0.69%) Wholesale Banking
13 3 (0.52%) Automotive
13 3 (0.52%) Back Office
13 3 (0.52%) Games
14 1 (0.17%) Billing
14 1 (0.17%) Manufacturing
Job Titles
1 213 (36.79%) Architect
2 146 (25.22%) Data Architect
3 140 (24.18%) Developer
4 75 (12.95%) Analyst
5 47 (8.12%) Integration Architect
6 41 (7.08%) Solutions Architect
7 36 (6.22%) Data Analyst
8 32 (5.53%) SQL Developer
9 31 (5.35%) Data Integration Architect
10 28 (4.84%) Project Manager
11 27 (4.66%) Big Data Architect
12 26 (4.49%) Consultant
13 25 (4.32%) Technical Leader
14 23 (3.97%) Senior Architect
15 20 (3.45%) Lead Architect
16 18 (3.11%) Business Analyst
17 17 (2.94%) Business Intelligence Developer
17 17 (2.94%) ETL Developer
17 17 (2.94%) Talend Developer
18 16 (2.76%) Senior Data Architect
Libraries, Frameworks & Software Standards
1 58 (10.02%) XML
2 57 (9.84%) Web Services
3 40 (6.91%) .NET
4 35 (6.04%) HTML
5 33 (5.70%) REST
6 31 (5.35%) JSON
7 24 (4.15%) Kafka
7 24 (4.15%) RESTful
8 23 (3.97%) SOAP
9 18 (3.11%) jQuery
9 18 (3.11%) Spark Streaming
10 17 (2.94%) CSS
11 16 (2.76%) Middleware
12 14 (2.42%) IBM Integration Bus
12 14 (2.42%) LAMP
13 13 (2.25%) XHTML
14 12 (2.07%) Oracle Fusion
15 9 (1.55%) ASP.NET
16 8 (1.38%) JMS
16 8 (1.38%) XSLT
Miscellaneous
1 78 (13.47%) Analytical Skills
2 41 (7.08%) Reference Data
3 36 (6.22%) Management Information System
4 22 (3.80%) Data Structures
4 22 (3.80%) Visualisation
5 14 (2.42%) Computer Science
6 11 (1.90%) Statistics
7 10 (1.73%) Enterprise Software
7 10 (1.73%) User Experience
8 9 (1.55%) Credit Risk
8 9 (1.55%) Data Extraction
9 7 (1.21%) Data Centre
9 7 (1.21%) Virtual Team
10 6 (1.04%) Replication
11 5 (0.86%) CMDB
11 5 (0.86%) Mathematics
12 4 (0.69%) Life Science
12 4 (0.69%) Mainframe
12 4 (0.69%) Market Risk
12 4 (0.69%) SWIFT
Operating Systems
1 27 (4.66%) Linux
2 17 (2.94%) Unix
3 12 (2.07%) Windows
4 5 (0.86%) Windows Server
5 3 (0.52%) CentOS
6 2 (0.35%) Red Hat Enterprise Linux
7 1 (0.17%) Windows Server 2008
7 1 (0.17%) Windows Server 2012
Processes & Methodologies
1 196 (33.85%) ETL
2 183 (31.61%) Data Modelling
3 160 (27.63%) Business Intelligence
4 144 (24.87%) Agile Software Development
5 122 (21.07%) Data Management
6 115 (19.86%) Data Architecture
7 93 (16.06%) Analytics
8 78 (13.47%) Migration
9 69 (11.92%) Project Management
10 65 (11.23%) Data Analysis
11 59 (10.19%) CRM
12 56 (9.67%) SOA
13 50 (8.64%) Data Migration
14 48 (8.29%) Data Governance
15 44 (7.60%) TOGAF
16 43 (7.43%) Open Source
17 42 (7.25%) Master Data Management
18 40 (6.91%) Scrum
18 40 (6.91%) Stakeholder Management
19 36 (6.22%) ITIL
Programming Languages
1 170 (29.36%) SQL
2 92 (15.89%) Java
3 52 (8.98%) JavaScript
4 36 (6.22%) C#
5 22 (3.80%) T-SQL
6 17 (2.94%) Python
7 16 (2.76%) PHP
8 15 (2.59%) PL/SQL
9 9 (1.55%) C
9 9 (1.55%) R
9 9 (1.55%) Scala
10 5 (0.86%) Perl
11 4 (0.69%) C++
11 4 (0.69%) Ruby
12 3 (0.52%) PowerShell
12 3 (0.52%) VBA
13 2 (0.35%) Bash Shell
13 2 (0.35%) SAS Macro
13 2 (0.35%) XPath
14 1 (0.17%) Apex Code
Qualifications
1 46 (7.94%) Degree
2 43 (7.43%) Security Cleared
3 27 (4.66%) SC Cleared
4 10 (1.73%) BPSS Clearance
5 9 (1.55%) PMP
6 5 (0.86%) Cisco Certification
7 4 (0.69%) CCNA
7 4 (0.69%) DV Cleared
7 4 (0.69%) ITIL Certification
8 3 (0.52%) ISTQB
8 3 (0.52%) PMI Certification
9 2 (0.35%) BC Cleared
9 2 (0.35%) CTC Cleared
9 2 (0.35%) ISEB
9 2 (0.35%) PRINCE2 Certification
9 2 (0.35%) PRINCE2 Practitioner
10 1 (0.17%) CCIE
10 1 (0.17%) MBA
10 1 (0.17%) Postgraduate
10 1 (0.17%) Sun Certification
Quality Assurance & Compliance
1 92 (15.89%) Data Quality
2 20 (3.45%) QA
3 15 (2.59%) ISO20022
4 9 (1.55%) SLA
5 5 (0.86%) IFRS
5 5 (0.86%) IFRS 9
6 3 (0.52%) FATCA
6 3 (0.52%) Solvency II
7 2 (0.35%) Basel III
7 2 (0.35%) COBIT
7 2 (0.35%) Disclosure Scotland
7 2 (0.35%) Dodd-Frank
7 2 (0.35%) EMIR
7 2 (0.35%) MiFID
8 1 (0.17%) 21 CFR Part 11
8 1 (0.17%) GMP
8 1 (0.17%) HL7
8 1 (0.17%) ISO 9001
8 1 (0.17%) SDET
System Software
1 6 (1.04%) Apache Flume
2 3 (0.52%) Docker
2 3 (0.52%) Virtual Servers
3 2 (0.35%) Cronacle
4 1 (0.17%) Active Directory
4 1 (0.17%) Apache ZooKeeper
Systems Management
1 22 (3.80%) MOM
2 6 (1.04%) Oozie
3 5 (0.86%) Control-M
4 3 (0.52%) DBAmp
5 2 (0.35%) Nagios
5 2 (0.35%) Opscode Chef
6 1 (0.17%) Ansible
6 1 (0.17%) Piwik
6 1 (0.17%) Puppet
Vendors
1 95 (16.41%) Oracle
2 66 (11.40%) Microsoft
3 42 (7.25%) SAP
4 41 (7.08%) Talend
5 39 (6.74%) Informatica
6 38 (6.56%) Tableau
7 31 (5.35%) IBM
8 29 (5.01%) Salesforce.com
9 16 (2.76%) Teradata
10 15 (2.59%) Cognos
11 14 (2.42%) Ab Initio
11 14 (2.42%) Cloudera
11 14 (2.42%) Splunk
12 13 (2.25%) MuleSoft
13 12 (2.07%) MapR
14 11 (1.90%) Google
14 11 (1.90%) Nuix
15 9 (1.55%) MicroStrategy
16 7 (1.21%) OpenText
16 7 (1.21%) Sybase
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