The following table provides summary statistics for permanent job vacancies advertised in England with a requirement for Data Integration skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Integration over the 3 months to 30 March 2017 with a comparison to the same period in the previous 2 years.

Data Integration
UK / England
3 months to
30 Mar 2017
Same period 2016 Same period 2015
Rank 411 428 463
Rank change year-on-year +17 +35  
Permanent jobs citing Data Integration 530 671 615
As % of all permanent IT jobs advertised in England 0.66% 0.68% 0.61%
As % of the Processes & Methodologies category 0.74% 0.77% 0.70%
Number of salaries quoted 431 542 496
Median salary £57,500 £55,000 £55,000
Median salary % change year-on-year +4.54% -  
90% offered a salary of more than £37,500 £36,000 £34,250
10% offered a salary of more than £85,000 £80,000 £82,500
UK excluding London median salary £45,000 £45,000 £50,000
% change year-on-year - -10.00%  

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 permanent job vacancies advertised in England with a requirement for process and methodology skills.

Process & Methodology Skills
England
Permanent job vacancies with a requirement for process and methodology skills 71582 86916 87623
As % of all permanent IT job vacancies advertised in England 89.15% 88.63% 86.96%
Number of salaries quoted 59383 72761 71685
Median salary £50,000 £50,000 £50,000
90% offered a salary of more than £32,500 £32,500 £31,500
10% offered a salary of more than £77,500 £75,000 £77,500
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Data Integration
Job Vacancy Trend in England

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

Job vacancy trend for Data Integration in England

Data Integration
Salary Trend in England

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Integration in England.

Salary trend for Data Integration in England

Data Integration
Salary Histogram in England

The salary distribution of IT jobs citing Data Integration in England over the 3 months to 30 March 2017.

Salary histogram for Data Integration in England

Data Integration
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Integration within the England region over the 3 months to 30 March 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
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +9 300 £65,000 +8.33% 44
South East +38 70 £55,000 +22.22% 7
South West +54 38 £40,500 +1.25% 5
Yorkshire +31 38 £45,000 -10.00% 5
North West -15 23 £47,500 +15.15% 3
West Midlands +41 19 £42,125 +5.31% 2
East of England -1 15 £39,500 -39.23% 4
North East +16 10 £45,000 +5.88% 1
East Midlands -44 7 £51,500 +28.75% 3
Data Integration
UK

For the 6 months to 30 March 2017, IT 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 job ads across the England region with a requirement for Data Integration.

1 502 (48.32%) SQL
2 383 (36.86%) ETL
3 362 (34.84%) SQL Server
4 338 (32.53%) Business Intelligence
5 306 (29.45%) Data Warehouse
6 300 (28.87%) Finance
7 282 (27.14%) Agile Software Development
8 252 (24.25%) Oracle
9 243 (23.39%) Data Modelling
10 219 (21.08%) Microsoft
11 218 (20.98%) Analytics
12 211 (20.31%) Analytical Skills
13 210 (20.21%) SQL Server Integration Services
14 202 (19.44%) Java
15 196 (18.86%) Big Data
16 178 (17.13%) Data Management
17 175 (16.84%) Web Services
18 165 (15.88%) Degree
19 145 (13.96%) Data Quality
20 141 (13.57%) C#
21 139 (13.38%) XML
22 133 (12.80%) .NET
23 132 (12.70%) SOAP
24 129 (12.42%) REST
25 120 (11.55%) Relational Database
26 118 (11.36%) Project Management
27 114 (10.97%) Mentoring
28 112 (10.78%) SQL Server Reporting Services
29 110 (10.59%) T-SQL
30 109 (10.49%) Migration

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 76 (7.31%) Apache Spark
2 48 (4.62%) Oracle SOA Suite
3 40 (3.85%) SharePoint
4 38 (3.66%) SAS
5 35 (3.37%) JBoss
6 30 (2.89%) Apache
7 23 (2.21%) WebSphere
8 22 (2.12%) BizTalk Server
9 21 (2.02%) Confluence
10 19 (1.83%) WebLogic
11 14 (1.35%) IIS
12 12 (1.15%) Adobe Experience Manager
12 12 (1.15%) CMS
12 12 (1.15%) Elasticsearch
12 12 (1.15%) Oracle Service Bus
13 10 (0.96%) Tomcat
14 6 (0.58%) Apache Pig
15 5 (0.48%) Oracle Application Server
15 5 (0.48%) WordPress
16 4 (0.38%) Mule
Applications
1 100 (9.62%) MS Excel
2 14 (1.35%) MS Office
2 14 (1.35%) MS Project
3 12 (1.15%) MS Visio
4 8 (0.77%) SPSS
5 4 (0.38%) MS PowerPoint
6 1 (0.096%) Gliffy
6 1 (0.096%) OmniGraffle
6 1 (0.096%) Weka
Business Applications
1 26 (2.50%) Dynamics CRM
2 19 (1.83%) Oracle EBS R12
3 18 (1.73%) Oracle ERP
4 16 (1.54%) SAP ERP
5 14 (1.35%) Dynamics AX
5 14 (1.35%) Maximo
6 13 (1.25%) Oracle 11i
6 13 (1.25%) SAP Hybris
7 9 (0.87%) Unit4 Business World
8 8 (0.77%) Oracle EBS
8 8 (0.77%) Sentinel
9 7 (0.67%) Eloqua
10 6 (0.58%) Dynamics NAV
10 6 (0.58%) Oracle Applications
10 6 (0.58%) SAP CAR
10 6 (0.58%) SAP Oil and Gas
10 6 (0.58%) SAP Retail
11 5 (0.48%) Oracle HRMS
11 5 (0.48%) SAP BPC
12 4 (0.38%) Oracle BPM
Cloud Services
1 91 (8.76%) Microsoft Azure
2 72 (6.93%) Amazon AWS
3 50 (4.81%) SaaS
4 21 (2.02%) Cloud Computing
4 21 (2.02%) GitHub
5 20 (1.92%) Force.com
5 20 (1.92%) PaaS
6 8 (0.77%) Adobe Analytics
7 7 (0.67%) Office 365
8 5 (0.48%) Boomi
9 3 (0.29%) Amazon EC2
9 3 (0.29%) Amazon Kinesis
10 2 (0.19%) Amazon EMR
10 2 (0.19%) Google Analytics
10 2 (0.19%) Google Cloud Platform
10 2 (0.19%) Heroku
10 2 (0.19%) OpenShift
11 1 (0.096%) IaaS
11 1 (0.096%) Lucidchart
11 1 (0.096%) Silverpop
Communications & Networking
1 61 (5.87%) Internet
2 17 (1.64%) LDAP
3 16 (1.54%) TCP/IP
4 8 (0.77%) HTTP
5 5 (0.48%) FTP
5 5 (0.48%) Network Security
5 5 (0.48%) VoIP
6 3 (0.29%) SMTP
6 3 (0.29%) VPN
7 2 (0.19%) Broadband
7 2 (0.19%) Intranet
7 2 (0.19%) LAN
7 2 (0.19%) PPP
7 2 (0.19%) Skype
7 2 (0.19%) SWIFTNet
7 2 (0.19%) WAN
8 1 (0.096%) Asterisk PBX
8 1 (0.096%) Firewall
8 1 (0.096%) NAS
8 1 (0.096%) SAN
Database & Business Intelligence
1 362 (34.84%) SQL Server
2 306 (29.45%) Data Warehouse
3 210 (20.21%) SQL Server Integration Services
4 196 (18.86%) Big Data
5 120 (11.55%) Relational Database
6 112 (10.78%) SQL Server Reporting Services
7 109 (10.49%) Hadoop
8 96 (9.24%) SQL Server Analysis Services
9 88 (8.47%) BusinessObjects
10 87 (8.37%) MySQL
11 72 (6.93%) NoSQL
12 63 (6.06%) Apache Hive
13 62 (5.97%) Oracle Database
14 54 (5.20%) RDBMS
14 54 (5.20%) SQL Server 2012
15 51 (4.91%) QlikView
16 43 (4.14%) Power BI
17 42 (4.04%) SQL Server 2016
18 40 (3.85%) OLAP
19 34 (3.27%) Data Mart
Development Applications
1 87 (8.37%) Talend Open Studio
2 59 (5.68%) JIRA
3 41 (3.95%) Visual Studio
4 23 (2.21%) Team Foundation Server
5 21 (2.02%) Git (software)
6 16 (1.54%) Jenkins
7 10 (0.96%) Maven
7 10 (0.96%) TeamCity
8 9 (0.87%) Subversion
9 8 (0.77%) git-flow
9 8 (0.77%) Selenium
10 4 (0.38%) Cucumber
10 4 (0.38%) ERwin
10 4 (0.38%) HP UFT
10 4 (0.38%) Oracle Forms
10 4 (0.38%) Rational Rhapsody
11 3 (0.29%) Atlassian Bamboo
12 2 (0.19%) Phabricator
12 2 (0.19%) Toad
13 1 (0.096%) Ant
General
1 300 (28.87%) Finance
2 90 (8.66%) Banking
3 68 (6.54%) Retail
4 58 (5.58%) Financial Institution
5 52 (5.00%) Marketing
6 33 (3.18%) Advertising
7 28 (2.69%) Investment Banking
7 28 (2.69%) Legal
8 19 (1.83%) Manufacturing
8 19 (1.83%) Pharmaceutical
8 19 (1.83%) Telecoms
9 11 (1.06%) Publishing
10 9 (0.87%) Games
11 6 (0.58%) Electronics
11 6 (0.58%) Spanish Language
12 5 (0.48%) French Language
12 5 (0.48%) Law
13 4 (0.38%) Front Office
13 4 (0.38%) German Language
13 4 (0.38%) Italian Language
Job Titles
1 354 (34.07%) Developer
2 217 (20.89%) Architect
3 138 (13.28%) Analyst
4 124 (11.93%) Data Architect
5 74 (7.12%) Consultant
6 67 (6.45%) Business Intelligence Developer
7 66 (6.35%) Senior Developer
8 58 (5.58%) Solutions Architect
9 57 (5.49%) Java Developer
10 56 (5.39%) SQL Developer
11 46 (4.43%) ETL Developer
12 45 (4.33%) Perl Developer
13 44 (4.23%) Perl Programmer
13 44 (4.23%) Programmer
14 42 (4.04%) Business Intelligence Analyst
15 41 (3.95%) Integration Developer
16 34 (3.27%) Integration Architect
17 32 (3.08%) Administrator
18 30 (2.89%) Data Engineer
18 30 (2.89%) DBA
Libraries, Frameworks & Software Standards
1 175 (16.84%) Web Services
2 139 (13.38%) XML
3 133 (12.80%) .NET
4 132 (12.70%) SOAP
5 129 (12.42%) REST
6 73 (7.03%) Spring
7 71 (6.83%) HTML
8 66 (6.35%) JSON
9 61 (5.87%) RESTful
10 53 (5.10%) CSS
11 44 (4.23%) Middleware
12 37 (3.56%) jQuery
13 30 (2.89%) Java EE
14 29 (2.79%) MDX
14 29 (2.79%) Node.js
15 28 (2.69%) XML Schema
16 27 (2.60%) Visualforce
17 26 (2.50%) Apache Camel
17 26 (2.50%) J2EE
18 24 (2.31%) JMS
Miscellaneous
1 211 (20.31%) Analytical Skills
2 89 (8.57%) Computer Science
3 73 (7.03%) Data Structures
4 67 (6.45%) Fintech
5 60 (5.77%) Enterprise Software
6 49 (4.72%) Management Information System
7 23 (2.21%) Algorithms
8 17 (1.64%) Life Science
8 17 (1.64%) NHS
9 16 (1.54%) Data Centre
10 13 (1.25%) Foreign Exchange (FX)
10 13 (1.25%) Hedge funds
11 10 (0.96%) Linux Command Line
12 9 (0.87%) Reference Data
13 8 (0.77%) Semantic Web
13 8 (0.77%) SWIFT
14 7 (0.67%) Clustering
14 7 (0.67%) Replication
15 5 (0.48%) Derivative
15 5 (0.48%) iPad
Operating Systems
1 58 (5.58%) Linux
2 36 (3.46%) Windows
3 30 (2.89%) Unix
4 24 (2.31%) Windows Server
5 13 (1.25%) Solaris
6 2 (0.19%) Windows Server 2008
6 2 (0.19%) Windows Server 2012
7 1 (0.096%) Debian
7 1 (0.096%) Mac OS
7 1 (0.096%) Mac OS X
7 1 (0.096%) Windows 10
7 1 (0.096%) Windows 7
Processes & Methodologies
1 383 (36.86%) ETL
2 338 (32.53%) Business Intelligence
3 282 (27.14%) Agile Software Development
4 243 (23.39%) Data Modelling
5 218 (20.98%) Analytics
6 178 (17.13%) Data Management
7 118 (11.36%) Project Management
8 114 (10.97%) Mentoring
9 109 (10.49%) Migration
10 100 (9.62%) Data Architecture
11 96 (9.24%) Stakeholder Management
12 91 (8.76%) Process Improvement
13 88 (8.47%) SOA
14 82 (7.89%) Continuous Improvement
14 82 (7.89%) Data Analysis
15 79 (7.60%) CRM
15 79 (7.60%) OO
16 75 (7.22%) Data Migration
16 75 (7.22%) SDLC
17 73 (7.03%) Continuous Integration
Programming Languages
1 502 (48.32%) SQL
2 202 (19.44%) Java
3 141 (13.57%) C#
4 110 (10.59%) T-SQL
5 82 (7.89%) JavaScript
6 60 (5.77%) Python
7 51 (4.91%) PL/SQL
8 50 (4.81%) Perl
9 40 (3.85%) C++
10 32 (3.08%) Apex Code
11 28 (2.69%) C
12 25 (2.41%) VB.NET
13 24 (2.31%) SOQL
14 23 (2.21%) Data Analysis Expressions (DAX)
15 20 (1.92%) PHP
15 20 (1.92%) R
15 20 (1.92%) Scala
16 10 (0.96%) Shell Script
17 9 (0.87%) VBA
18 8 (0.77%) Groovy
Qualifications
1 165 (15.88%) Degree
2 15 (1.44%) Security Cleared
3 14 (1.35%) SC Cleared
4 11 (1.06%) ITIL Foundation Certificate
5 9 (0.87%) SAS Certification
6 8 (0.77%) DV Cleared
6 8 (0.77%) PhD
6 8 (0.77%) Postgraduate
7 4 (0.38%) Oracle Certification
8 3 (0.29%) Microsoft Certification
8 3 (0.29%) PMI Certification
9 2 (0.19%) APMP
9 2 (0.19%) PMP
9 2 (0.19%) PRINCE2 Practitioner
10 1 (0.096%) ISEB
10 1 (0.096%) ISTQB
10 1 (0.096%) ISTQB Foundation Certification
10 1 (0.096%) MCITP
10 1 (0.096%) MCP
10 1 (0.096%) MCSE
Quality Assurance & Compliance
1 145 (13.96%) Data Quality
2 29 (2.79%) QA
3 27 (2.60%) SLA
4 17 (1.64%) Sarbanes-Oxley
5 12 (1.15%) GDPR
6 11 (1.06%) Solvency II
7 2 (0.19%) Basel III
7 2 (0.19%) HL7
7 2 (0.19%) MiFID
8 1 (0.096%) BS7666
8 1 (0.096%) Dodd-Frank
8 1 (0.096%) EMIR
8 1 (0.096%) GxP
8 1 (0.096%) SEPA
8 1 (0.096%) TARGET2
System Software
1 22 (2.12%) Oracle RAC
2 10 (0.96%) HDFS
3 8 (0.77%) Active Directory
3 8 (0.77%) Docker
4 4 (0.38%) Apache Flume
5 3 (0.29%) Cronacle
6 1 (0.096%) NFS
6 1 (0.096%) VMware Infrastructure
Systems Management
1 14 (1.35%) Piwik
2 8 (0.77%) MOM
3 7 (0.67%) Control-M
4 6 (0.58%) Oracle RMAN
5 2 (0.19%) Kubernetes
5 2 (0.19%) Oozie
6 1 (0.096%) EMC NetWorker
6 1 (0.096%) FortiGate
6 1 (0.096%) Hadoop YARN
6 1 (0.096%) Nagios
Vendors
1 252 (24.25%) Oracle
2 219 (21.08%) Microsoft
3 87 (8.37%) Talend
4 84 (8.08%) SAP
5 82 (7.89%) Informatica
6 64 (6.16%) Tableau
7 52 (5.00%) Salesforce.com
8 39 (3.75%) IBM
9 20 (1.92%) hybris
10 18 (1.73%) Adobe
10 18 (1.73%) Hyperion
10 18 (1.73%) MuleSoft
11 14 (1.35%) MicroStrategy
11 14 (1.35%) Pardot
12 13 (1.25%) Apigee
12 13 (1.25%) Cognos
13 12 (1.15%) Dynatrace
13 12 (1.15%) EXASOL
14 10 (0.96%) Sage
15 8 (0.77%) TIBCO
London
Green Thompson Consulting
Salary: Up to £35,000 per annum
Posted: 7 hours ago
Oxford, Oxfordshire
Haybrook IT Resourcing Ltd
Salary: Up to £65,000 per annum + bonus and excellent benefits
Posted: 8 hours ago
Oxford, Oxfordshire
Haybrook IT Resourcing Ltd
Salary: Up to £55,000 per annum + bonus and excellent benefits
Posted: 8 hours ago
Warrington, Cheshire
Actis Recruitment.
Salary: From £35,000 to £45,000 per annum + bonus + benefits
Posted: Yesterday
Newcastle Upon Tyne, Tyne and Wear
Networking People
Salary: £40000 - £45000 per annum + benefits
Posted: Yesterday
City, London
JM
Salary: £70000 - £80000 per annum + bonus and pension
Posted: Yesterday
Leeds, West Yorkshire
JM
Salary: £40000 - £50000 per annum + bonus, benefits
Posted: 3 days ago
Bristol, Avon
People Source Consulting
Salary: £50000 - £60000 per annum + Excellent commission
Posted: 15 hours ago
London
Square One Resources
Salary: Up to £100,000 per annum
Posted: 2 days ago
City, London
Source Technology
Salary: From £35,000 to £45,000 per annum + bonus package
Posted: 3 days ago
Leeds, West Yorkshire
JM
Salary: £60000 - £70000 per annum + bonus,
Posted: 3 days ago
Milton Keynes, Buckinghamshire
Uniting Ambition
Salary: £80k - 100k per year
Posted: 2 days ago
City, London
Tiro Partners
Salary: £80000 - £100000 per annum + + benefits
Posted: Yesterday
Newquay, Cornwall
Harvey Nash plc
Salary: £43000 per annum
Posted: 2 days ago
Maidenhead, Berkshire
EXCELerate
Salary: Up to £50,000 per annum 10% Bonus, Healthcare + Pension
Posted: 2 days ago
London
Codex
Salary: From £45,000 to £60,000 per annum
Posted: 3 days ago
Manchester, Lancashire
Computer People
Posted: 3 days ago
East London
Mane Contract Services Limited
Salary: £35000 - £45000 per annum + Beneifts
Posted: 3 days ago
Gloucestershire
People Source Consulting
Salary: £30000 - £34000 per annum
Posted: 3 days ago
London
Mane Contract Services Limited
Salary: £50000 - £60000 per annum + Bonus + Benefits
Posted: 3 days ago
Newquay, Cornwall
Harvey Nash plc
Posted: 2 days ago
City, London
The Datawarehousing Company
Salary: £55,000 per annum plus fantastic benefits details in job description
Posted: 3 days ago
London
Venturi
Salary: £50000.00 - £65000.00 per annum + 20% Bonus & Benefits
Posted: 6 days ago
Birmingham, West Midlands (County)
Big Red Recruitment
Salary: £30000 - £40000 per annum + pension +25 days holiday
Posted: 2 days ago
Derby, Derbyshire
ARC IT Recruitment Ltd
Salary: Up to £50,000
Posted: 6 days ago
London
Innocent Drinks
Salary: Competitive
Posted: 8 days ago
London
Experis Ltd
Salary: £90000.00 per annum + Car Allowance & Bonus & Benefits
Posted: 3 days ago
East London
Lorien Resourcing
Posted: 6 days ago
London
Venturi
Salary: £80000.00 - £120000.00 per annum + Bonus & Benefits
Posted: 6 days ago
London
Spring Technology
Posted: 3 days ago