Period
to 22 November 2017

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 6 months to 22 November 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
6 months to
22 Nov 2017
Same period 2016 Same period 2015
Rank 334 373 343
Rank change year-on-year +39 -30 +11
Contract jobs citing Data Integration 702 613 705
As % of all contract IT jobs advertised in England 0.74% 0.63% 0.68%
As % of the Processes & Methodologies category 0.87% 0.74% 0.83%
Number of daily rates quoted 496 392 466
England median daily rate £475 £475 £460
Median daily rate % change year-on-year - +3.26% +5.75%
10th Percentile £325 £350 £313
90th Percentile £650 £663 £653
UK median daily rate £475 £475 £450
% change year-on-year - +5.56% +5.88%
Number of hourly rates quoted 12 8 2
England median hourly rate £52.00 £25.50 £35.33
Median hourly rate % change year-on-year +103.92% -27.82% -56.91%
10th Percentile £16.73 £11.03 £27.34
90th Percentile £64.45 £28.35 £45.32
UK median hourly rate £52.00 £25.50 £35.33
% change year-on-year +103.92% -27.82% -56.91%

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 England with a requirement for process or methodology skills.

All Process and Methodology Skills
England
Contract vacancies with a requirement for process or methodology skills 80305 82432 84439
As % of all contract IT jobs advertised in England 84.63% 84.16% 81.97%
Number of daily rates quoted 54036 54950 55644
England median daily rate £450 £425 £423
Median daily rate % change year-on-year +5.88% +0.47% +5.75%
10th Percentile £288 £265 £263
90th Percentile £638 £613 £600
UK median daily rate £450 £425 £413
% change year-on-year +5.88% +2.91% +3.25%
Number of hourly rates quoted 1882 2137 2504
England median hourly rate £24.00 £24.43 £22.50
Median hourly rate % change year-on-year -1.76% +8.58% +18.42%
10th Percentile £11.43 £11.50 £11.26
90th Percentile £50.00 £48.75 £47.50
UK median hourly rate £23.63 £24.00 £22.50
% change year-on-year -1.56% +6.67% +18.42%

Data Integration
Job Vacancy Trend in England

Job postings citing Data Integration as a percentage of all IT jobs advertised in England.

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 6 months to 22 November 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
Contractor Hourly Rate Histogram in England

The hourly rate distribution of IT jobs citing Data Integration in England over the 6 months to 22 November 2017.

Contractor hourly rate histogram 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 6 months to 22 November 2017. 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
London -54 324 £500 - 38
South East +47 116 £475 +5.56% 8
North of England +105 113 £431 -1.99% 7
Yorkshire +64 76 £425 -10.53% 2
East of England +28 74 £425 -5.56% 5
Midlands +26 45 £500 -9.09% 2
North West +15 40 £610 +43.53% 5
South West +22 28 £425 +13.33% 3
East Midlands +5 23 £445 -25.83%
West Midlands +24 22 £500 +21.21% 2
North East +78 16 £550 +54.93%
Data Integration
UK

For the 6 months to 22 November 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.

1 284 (40.46%) SQL
2 238 (33.90%) Agile Software Development
3 214 (30.48%) ETL
4 211 (30.06%) Data Modelling
5 192 (27.35%) Data Warehouse
6 164 (23.36%) Business Intelligence
7 153 (21.79%) SQL Server
8 140 (19.94%) Oracle
9 137 (19.52%) Finance
9 137 (19.52%) Data Quality
10 115 (16.38%) Java
11 107 (15.24%) Big Data
12 105 (14.96%) XML
13 100 (14.25%) Data Architecture
14 92 (13.11%) Migration
15 91 (12.96%) Data Management
16 85 (12.11%) Data Analysis
16 85 (12.11%) Scrum
17 81 (11.54%) Analytics
18 75 (10.68%) Hadoop
18 75 (10.68%) Microsoft
19 72 (10.26%) Analytical Skills
20 71 (10.11%) SQL Server Integration Services
21 69 (9.83%) Security Cleared
22 66 (9.40%) Relational Database
22 66 (9.40%) Web Services
23 65 (9.26%) Linux
24 64 (9.12%) Informatica
25 59 (8.40%) Python
26 57 (8.12%) Banking

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 52 (7.41%) Apache Spark
2 50 (7.12%) SAS
3 14 (1.99%) Apache
3 14 (1.99%) Apache Airflow
4 11 (1.57%) PowerExchange
5 10 (1.42%) Confluence
5 10 (1.42%) Luigi
5 10 (1.42%) SharePoint
6 9 (1.28%) IIS
7 8 (1.14%) WinCC
8 6 (0.85%) Apache Solr
8 6 (0.85%) Tomcat
8 6 (0.85%) WebSphere
9 5 (0.71%) BizTalk Server
9 5 (0.71%) CMS
9 5 (0.71%) Elasticsearch
9 5 (0.71%) Oracle SOA Suite
10 4 (0.57%) Apache Pig
10 4 (0.57%) Drupal
10 4 (0.57%) WordPress
Applications
1 33 (4.70%) Microsoft Excel
2 23 (3.28%) MS Visio
3 20 (2.85%) Microsoft Office
4 13 (1.85%) Microsoft Project
5 10 (1.42%) Pipeline Pilot
6 7 (1.00%) SmartSuite
7 6 (0.85%) Microsoft PowerPoint
8 3 (0.43%) SPSS
9 1 (0.14%) Spreadsheet
Business Applications
1 17 (2.42%) Dynamics CRM
2 8 (1.14%) Markit EDM
2 8 (1.14%) Teamcenter
3 6 (0.85%) SAP S/4HANA
4 5 (0.71%) Dynamics AX
4 5 (0.71%) Oracle Receivables
4 5 (0.71%) SAP MDG
4 5 (0.71%) SAP MM
5 4 (0.57%) Oracle BPM
5 4 (0.57%) Oracle iProcurement
6 2 (0.28%) Adobe Campaign
6 2 (0.28%) Lawson
6 2 (0.28%) Salesforce.com CRM
7 1 (0.14%) Oracle Assets
7 1 (0.14%) Oracle EBS
7 1 (0.14%) Oracle ERP
7 1 (0.14%) Oracle Procure-to-Pay
7 1 (0.14%) SAP Hybris
7 1 (0.14%) SAP PP
7 1 (0.14%) SAP Retail
Cloud Services
1 55 (7.83%) Amazon AWS
2 30 (4.27%) Microsoft Azure
3 15 (2.14%) GitHub
3 15 (2.14%) SaaS
4 14 (1.99%) Amazon EMR
4 14 (1.99%) Amazon S3
5 10 (1.42%) Dynamics 365
6 9 (1.28%) Amazon EC2
6 9 (1.28%) PaaS
7 8 (1.14%) Amazon Kinesis
8 6 (0.85%) Google Cloud Platform
9 5 (0.71%) Amazon Glacier
9 5 (0.71%) Office 365
9 5 (0.71%) SuccessFactors
10 4 (0.57%) IaaS
10 4 (0.57%) OneDrive
11 3 (0.43%) Azure Active Directory
11 3 (0.43%) Google Analytics
11 3 (0.43%) Salesforce Service Cloud
12 2 (0.28%) Cloud Computing
Communications & Networking
1 13 (1.85%) SMS
2 10 (1.42%) Network Security
3 7 (1.00%) Firewall
4 5 (0.71%) HTTP
4 5 (0.71%) SNMP
5 4 (0.57%) Internet
5 4 (0.57%) VLAN
6 3 (0.43%) DNS
6 3 (0.43%) FTP
6 3 (0.43%) LDAP
6 3 (0.43%) X.509
7 2 (0.28%) SSL
7 2 (0.28%) VoIP
7 2 (0.28%) VSAT
8 1 (0.14%) AMQP
8 1 (0.14%) Skype
Database & Business Intelligence
1 192 (27.35%) Data Warehouse
2 153 (21.79%) SQL Server
3 107 (15.24%) Big Data
4 75 (10.68%) Hadoop
5 71 (10.11%) SQL Server Integration Services
6 66 (9.40%) Relational Database
7 45 (6.41%) PostgreSQL
8 44 (6.27%) Apache Hive
9 37 (5.27%) NoSQL
10 36 (5.13%) Pentaho
11 34 (4.84%) Oracle Database
12 32 (4.56%) HBase
13 31 (4.42%) RDBMS
14 30 (4.27%) Data Mining
15 28 (3.99%) MySQL
15 28 (3.99%) SQL Server Reporting Services
16 24 (3.42%) BusinessObjects
16 24 (3.42%) MongoDB
17 23 (3.28%) SAS Enterprise Guide
18 20 (2.85%) PowerCenter
Development Applications
1 44 (6.27%) JIRA
2 43 (6.13%) Talend Open Studio
3 36 (5.13%) Git (software)
4 15 (2.14%) Subversion
5 11 (1.57%) Eclipse
5 11 (1.57%) ERwin
6 8 (1.14%) Maven
7 6 (0.85%) IntelliJ
7 6 (0.85%) Rational Rhapsody
7 6 (0.85%) Selenium
8 5 (0.71%) Appium
8 5 (0.71%) Cucumber
8 5 (0.71%) Jenkins
8 5 (0.71%) LoadRunner
8 5 (0.71%) MSTest
9 4 (0.57%) Bitbucket
9 4 (0.57%) JMeter
9 4 (0.57%) SoapUI
9 4 (0.57%) SonarQube
9 4 (0.57%) TeamCity
General
1 137 (19.52%) Finance
2 57 (8.12%) Banking
3 28 (3.99%) Retail
4 26 (3.70%) Telecoms
5 21 (2.99%) Legal
6 17 (2.42%) Marketing
7 16 (2.28%) Law
8 14 (1.99%) Manufacturing
8 14 (1.99%) Publishing
9 12 (1.71%) Investment Banking
9 12 (1.71%) Pharmaceutical
10 10 (1.42%) Front Office
11 9 (1.28%) Financial Institution
12 5 (0.71%) Games
13 4 (0.57%) Billing
13 4 (0.57%) Retail Banking
14 3 (0.43%) Advertising
14 3 (0.43%) Back Office
15 2 (0.28%) Electronics
15 2 (0.28%) Private Banking
Job Titles
1 212 (30.20%) Developer
2 159 (22.65%) Architect
3 113 (16.10%) Analyst
4 94 (13.39%) Data Architect
5 69 (9.83%) Business Analyst
6 59 (8.40%) Data Engineer
7 49 (6.98%) Solutions Architect
8 47 (6.70%) Consultant
9 44 (6.27%) SQL Developer
10 31 (4.42%) ETL Developer
11 29 (4.13%) Technical Architect
12 27 (3.85%) Data Analyst
13 23 (3.28%) Project Manager
14 22 (3.13%) Senior Data Engineer
15 21 (2.99%) Business Intelligence Developer
16 20 (2.85%) Integration Architect
16 20 (2.85%) SSIS Developer
17 17 (2.42%) Java Developer
18 16 (2.28%) Oracle Developer
18 16 (2.28%) T-SQL Developer
Libraries, Frameworks & Software Standards
1 105 (14.96%) XML
2 66 (9.40%) Web Services
3 50 (7.12%) .NET
4 44 (6.27%) Middleware
5 42 (5.98%) JSON
6 38 (5.41%) SOAP
7 32 (4.56%) REST
7 32 (4.56%) RESTful
8 28 (3.99%) HTML
9 25 (3.56%) Kafka
9 25 (3.56%) XSLT
10 22 (3.13%) Spring
11 21 (2.99%) ASP.NET
12 16 (2.28%) CSS
13 14 (1.99%) AngularJS
14 13 (1.85%) .NET Framework
14 13 (1.85%) jQuery
15 12 (1.71%) XSD
16 11 (1.57%) FpML
16 11 (1.57%) Visualforce
Miscellaneous
1 72 (10.26%) Analytical Skills
2 49 (6.98%) Reference Data
3 37 (5.27%) Management Information System
4 26 (3.70%) Data Structures
5 22 (3.13%) Computer Science
5 22 (3.13%) Enterprise Software
6 17 (2.42%) Life Science
7 13 (1.85%) NHS
8 12 (1.71%) Replication
9 10 (1.42%) CMDB
9 10 (1.42%) Greenfield Project
10 9 (1.28%) Virtual Team
11 7 (1.00%) Public Cloud
12 6 (0.85%) Data Centre
13 4 (0.57%) Equities
13 4 (0.57%) Linux Command Line
13 4 (0.57%) Mobile App
13 4 (0.57%) User Experience
14 3 (0.43%) Derivative
14 3 (0.43%) IVR
Operating Systems
1 65 (9.26%) Linux
2 53 (7.55%) Unix
3 40 (5.70%) Windows
4 11 (1.57%) Windows Server
5 8 (1.14%) AIX
6 1 (0.14%) Windows 10
6 1 (0.14%) Windows 7
Processes & Methodologies
1 238 (33.90%) Agile Software Development
2 214 (30.48%) ETL
3 211 (30.06%) Data Modelling
4 164 (23.36%) Business Intelligence
5 100 (14.25%) Data Architecture
6 92 (13.11%) Migration
7 91 (12.96%) Data Management
8 85 (12.11%) Data Analysis
8 85 (12.11%) Scrum
9 81 (11.54%) Analytics
10 51 (7.26%) Data Mapping
11 49 (6.98%) Project Management
12 48 (6.84%) Stakeholder Management
12 48 (6.84%) TOGAF
13 47 (6.70%) Validation
14 45 (6.41%) CRM
14 45 (6.41%) Data Governance
14 45 (6.41%) Data Migration
15 44 (6.27%) Business Analysis
16 43 (6.13%) ITIL
Programming Languages
1 284 (40.46%) SQL
2 115 (16.38%) Java
3 59 (8.40%) Python
4 56 (7.98%) T-SQL
5 54 (7.69%) PL/SQL
6 52 (7.41%) C#
7 37 (5.27%) Shell Script
8 35 (4.99%) JavaScript
9 29 (4.13%) PowerShell
10 24 (3.42%) Perl
11 17 (2.42%) SAS Macro
12 16 (2.28%) Scala
13 15 (2.14%) C++
14 14 (1.99%) AWK
14 14 (1.99%) Ruby
14 14 (1.99%) sed
14 14 (1.99%) VBScript
15 13 (1.85%) Apex Code
15 13 (1.85%) C
16 12 (1.71%) VB
Qualifications
1 69 (9.83%) Security Cleared
2 47 (6.70%) SC Cleared
3 43 (6.13%) Degree
4 11 (1.57%) ISEB
5 10 (1.42%) PhD
6 9 (1.28%) DV Cleared
7 7 (1.00%) BPSS Clearance
8 5 (0.71%) ISTQB
9 4 (0.57%) PMI Certification
10 3 (0.43%) Computer Science Degree
10 3 (0.43%) Numerate Degree
11 2 (0.28%) CCNA
11 2 (0.28%) Cisco Certification
11 2 (0.28%) CTC Cleared
11 2 (0.28%) PMP
11 2 (0.28%) PRINCE2 Practitioner
12 1 (0.14%) ITIL Certification
12 1 (0.14%) Master's Degree
12 1 (0.14%) PRINCE2 Certification
12 1 (0.14%) SAS Certification
Quality Assurance & Compliance
1 137 (19.52%) Data Quality
2 25 (3.56%) QA
3 7 (1.00%) Disclosure Scotland
4 6 (0.85%) HL7
5 4 (0.57%) Dodd-Frank
5 4 (0.57%) GDPR
5 4 (0.57%) MiFID
6 3 (0.43%) EMIR
6 3 (0.43%) SLA
7 2 (0.28%) COBIT
7 2 (0.28%) IFRS
7 2 (0.28%) IFRS 9
8 1 (0.14%) Basel III
8 1 (0.14%) GAAP
8 1 (0.14%) ISO 20022
System Software
1 17 (2.42%) HDFS
2 10 (1.42%) Apache Flume
3 6 (0.85%) Active Directory
3 6 (0.85%) Virtual Machines
4 5 (0.71%) Docker
5 4 (0.57%) Oracle RAC
6 2 (0.28%) VMware Infrastructure
7 1 (0.14%) Apache ZooKeeper
7 1 (0.14%) Firmware
7 1 (0.14%) Hyper-V
7 1 (0.14%) OpenAM
7 1 (0.14%) OpenDJ
Systems Management
1 13 (1.85%) Oozie
2 7 (1.00%) Control-M
2 7 (1.00%) RSA Archer
3 6 (0.85%) Hadoop YARN
4 5 (0.71%) SCCM
5 4 (0.57%) Data Guard
5 4 (0.57%) Kubernetes
5 4 (0.57%) Terraform
6 3 (0.43%) Piwik
6 3 (0.43%) SCOM
7 2 (0.28%) Ambari
7 2 (0.28%) Failover Clustering
7 2 (0.28%) MOM
7 2 (0.28%) Oracle EDQ
8 1 (0.14%) Ansible
8 1 (0.14%) Enterprise Manager Cloud Control
8 1 (0.14%) HP Quality Center
8 1 (0.14%) Mesos
8 1 (0.14%) Opscode Chef
8 1 (0.14%) Puppet
Vendors
1 140 (19.94%) Oracle
2 75 (10.68%) Microsoft
3 64 (9.12%) Informatica
4 43 (6.13%) Tableau
4 43 (6.13%) Talend
5 31 (4.42%) Cloudera
6 30 (4.27%) Salesforce.com
7 26 (3.70%) SAP
8 20 (2.85%) IBM
9 17 (2.42%) Greenplum
9 17 (2.42%) Teradata
10 16 (2.28%) Splunk
11 14 (1.99%) Netezza
12 13 (1.85%) ServiceNow
13 10 (1.42%) MapR
13 10 (1.42%) RapidMiner
14 9 (1.28%) Cognos
15 8 (1.14%) Nuix
15 8 (1.14%) Siemens
15 8 (1.14%) TIBCO