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 23 June 2017 with a comparison to the same period in the previous 2 years.

Data Integration
UK / England
3 months to
23 Jun 2017
Same period 2016 Same period 2015
Rank 472 463 416
Rank change year-on-year -9 -47  
Permanent jobs citing Data Integration 453 542 703
As % of all permanent IT jobs advertised in England 0.54% 0.59% 0.68%
As % of the Processes & Methodologies category 0.60% 0.66% 0.77%
Number of salaries quoted 330 458 572
Median salary £57,500 £55,000 £55,000
Median salary % change year-on-year +4.54% -  
90% offered a salary of more than £35,000 £36,500 £35,000
10% offered a salary of more than £81,000 £78,950 £82,250
UK excluding London median salary £50,000 £52,750 £49,750
% change year-on-year -5.21% +6.03%  

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 75125 82244 91401
As % of all permanent IT job vacancies advertised in England 89.68% 89.02% 87.91%
Number of salaries quoted 60990 69535 75555
Median salary £51,500 £50,000 £50,000
Median salary % change year-on-year +3.00% -  
90% offered a salary of more than £32,500 £32,500 £31,523
10% offered a salary of more than £80,000 £75,000 £77,500
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

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 23 June 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 23 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
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
London -12 236 £67,500 +12.50% 29
South East -10 49 £65,000 +20.37% 11
East of England -14 47 £42,500 -27.96% 2
South West +27 31 £47,500 +23.37% 2
North West -25 29 £42,500 +13.33% 11
Yorkshire +9 27 £55,000 -4.34%
East Midlands +2 13 £50,000 +9.39% 3
West Midlands +16 11 £52,500 +50.00% 5
North East +18 4 £42,500 +3.65% 3
Data Integration
UK

For the 6 months to 23 June 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.

1 494 (50.10%) SQL
2 369 (37.42%) ETL
3 360 (36.51%) SQL Server
4 354 (35.90%) Business Intelligence
5 343 (34.79%) Data Warehouse
6 292 (29.61%) Agile Software Development
7 291 (29.51%) Data Modelling
8 290 (29.41%) Oracle
9 285 (28.90%) Finance
10 252 (25.56%) Microsoft
11 237 (24.04%) Analytics
12 226 (22.92%) Java
13 222 (22.52%) Analytical Skills
14 203 (20.59%) SQL Server Integration Services
15 186 (18.86%) Big Data
16 176 (17.85%) Degree
17 174 (17.65%) Data Management
18 169 (17.14%) Web Services
19 157 (15.92%) Data Quality
20 133 (13.49%) SOAP
21 130 (13.18%) C#
22 128 (12.98%) REST
23 121 (12.27%) .NET
24 119 (12.07%) BusinessObjects
25 115 (11.66%) XML
25 115 (11.66%) SQL Server Reporting Services
26 114 (11.56%) Relational Database
27 110 (11.16%) Migration
28 108 (10.95%) T-SQL
29 105 (10.65%) Hadoop

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 62 (6.29%) JBoss
2 60 (6.09%) Apache Spark
3 52 (5.27%) Oracle SOA Suite
4 33 (3.35%) SAS
4 33 (3.35%) Tomcat
5 29 (2.94%) Apache
6 28 (2.84%) WebSphere
7 26 (2.64%) BizTalk Server
8 25 (2.54%) SharePoint
9 21 (2.13%) Confluence
10 17 (1.72%) CMS
11 15 (1.52%) WebLogic
12 13 (1.32%) IIS
13 11 (1.12%) Elasticsearch
14 9 (0.91%) Oracle Service Bus
15 8 (0.81%) Adobe Experience Manager
16 6 (0.61%) Apache Pig
17 5 (0.51%) Apache Solr
17 5 (0.51%) Oracle Application Server
18 4 (0.41%) SugarCRM
Applications
1 27 (2.74%) Microsoft Excel
2 20 (2.03%) Microsoft Office
3 14 (1.42%) SPSS
4 9 (0.91%) MS Visio
5 6 (0.61%) Microsoft PowerPoint
5 6 (0.61%) Microsoft Project
6 1 (0.10%) Weka
Business Applications
1 21 (2.13%) Dynamics CRM
2 19 (1.93%) Oracle ERP
3 18 (1.83%) SAP Hybris
4 17 (1.72%) SAP ERP
5 14 (1.42%) Oracle 11i
5 14 (1.42%) Oracle EBS R12
6 12 (1.22%) Dynamics AX
7 9 (0.91%) Maximo
7 9 (0.91%) SAP Oil and Gas
8 7 (0.71%) Eloqua
9 6 (0.61%) Dynamics NAV
9 6 (0.61%) Oracle HRMS
9 6 (0.61%) SAP R/3
10 5 (0.51%) Unica
11 4 (0.41%) Oracle BPM
11 4 (0.41%) SAP BPC
11 4 (0.41%) SAP CAR
11 4 (0.41%) SAP Retail
12 3 (0.30%) Infor CloudSuite
12 3 (0.30%) SAP POS DM
Cloud Services
1 84 (8.52%) Microsoft Azure
2 53 (5.38%) Amazon AWS
3 32 (3.25%) SaaS
4 28 (2.84%) Cloud Computing
5 24 (2.43%) Salesforce Service Cloud
6 18 (1.83%) Force.com
7 15 (1.52%) GitHub
8 11 (1.12%) PaaS
9 8 (0.81%) Adobe Analytics
10 7 (0.71%) Amazon EMR
11 6 (0.61%) Cortana Intelligence Suite
11 6 (0.61%) Google Cloud Platform
12 5 (0.51%) Boomi
12 5 (0.51%) iPaaS
12 5 (0.51%) Silverpop
13 4 (0.41%) Office 365
14 3 (0.30%) Amazon EC2
14 3 (0.30%) Dynamics 365
14 3 (0.30%) SuccessFactors
15 2 (0.20%) Google Analytics
Communications & Networking
1 62 (6.29%) Internet
2 21 (2.13%) LDAP
3 8 (0.81%) HTTP
4 7 (0.71%) TCP/IP
5 5 (0.51%) Network Security
5 5 (0.51%) VoIP
6 3 (0.30%) LAN
6 3 (0.30%) SSL
6 3 (0.30%) VPN
6 3 (0.30%) WAN
7 2 (0.20%) Broadband
7 2 (0.20%) Firewall
7 2 (0.20%) Skype
8 1 (0.10%) Asterisk PBX
8 1 (0.10%) Kerberos
8 1 (0.10%) NAS
8 1 (0.10%) SAN
Database & Business Intelligence
1 360 (36.51%) SQL Server
2 343 (34.79%) Data Warehouse
3 203 (20.59%) SQL Server Integration Services
4 186 (18.86%) Big Data
5 119 (12.07%) BusinessObjects
6 115 (11.66%) SQL Server Reporting Services
7 114 (11.56%) Relational Database
8 105 (10.65%) Hadoop
9 101 (10.24%) SQL Server Analysis Services
10 81 (8.22%) NoSQL
11 72 (7.30%) MySQL
12 60 (6.09%) SQL Server 2016
13 54 (5.48%) SQL Server 2012
14 52 (5.27%) Apache Hive
15 48 (4.87%) Power BI
16 46 (4.67%) Oracle Database
16 46 (4.67%) RDBMS
17 45 (4.56%) PostgreSQL
17 45 (4.56%) QlikView
18 32 (3.25%) OLAP
Development Applications
1 73 (7.40%) Talend Open Studio
2 57 (5.78%) JIRA
3 32 (3.25%) Maven
4 26 (2.64%) Visual Studio
5 22 (2.23%) JUnit
6 21 (2.13%) Mockito
6 21 (2.13%) Sonatype Nexus
7 12 (1.22%) Git (software)
7 12 (1.22%) Team Foundation Server
8 11 (1.12%) Jenkins
9 9 (0.91%) Rational Rhapsody
9 9 (0.91%) Selenium
10 7 (0.71%) Ant
11 6 (0.61%) ERwin
12 4 (0.41%) Oracle Forms
12 4 (0.41%) Phabricator
13 3 (0.30%) Subversion
13 3 (0.30%) TeamCity
14 2 (0.20%) git-flow
14 2 (0.20%) SonarQube
General
1 285 (28.90%) Finance
2 87 (8.82%) Banking
2 87 (8.82%) Retail
3 52 (5.27%) Marketing
4 48 (4.87%) Advertising
5 40 (4.06%) Financial Institution
6 35 (3.55%) Investment Banking
6 35 (3.55%) Publishing
7 33 (3.35%) Games
8 25 (2.54%) Pharmaceutical
9 23 (2.33%) Telecoms
10 22 (2.23%) Retail Banking
11 21 (2.13%) Legal
12 17 (1.72%) Manufacturing
13 9 (0.91%) Electronics
14 8 (0.81%) Front Office
15 6 (0.61%) French Language
15 6 (0.61%) German Language
15 6 (0.61%) Italian Language
15 6 (0.61%) Spanish Language
Job Titles
1 331 (33.57%) Developer
2 237 (24.04%) Architect
3 152 (15.42%) Analyst
4 117 (11.87%) Data Architect
5 74 (7.51%) Business Intelligence Developer
6 70 (7.10%) Consultant
6 70 (7.10%) Java Developer
7 65 (6.59%) Solutions Architect
8 53 (5.38%) Business Intelligence Analyst
9 51 (5.17%) Senior Developer
10 48 (4.87%) ETL Developer
11 41 (4.16%) SQL Developer
12 35 (3.55%) Perl Developer
13 34 (3.45%) Integration Developer
13 34 (3.45%) Perl Programmer
13 34 (3.45%) Programmer
14 33 (3.35%) Oracle Developer
15 29 (2.94%) DBA
15 29 (2.94%) Integration Architect
16 28 (2.84%) Support Analyst
Libraries, Frameworks & Software Standards
1 169 (17.14%) Web Services
2 133 (13.49%) SOAP
3 128 (12.98%) REST
4 121 (12.27%) .NET
5 115 (11.66%) XML
6 93 (9.43%) Spring
7 92 (9.33%) RESTful
8 72 (7.30%) HTML
9 66 (6.69%) JSON
10 56 (5.68%) CSS
11 53 (5.38%) Middleware
12 45 (4.56%) J2EE
13 44 (4.46%) JMS
14 40 (4.06%) MDX
15 36 (3.65%) JDBC
16 34 (3.45%) jQuery
17 31 (3.14%) Java EE
18 29 (2.94%) XML Schema
19 26 (2.64%) ASP.NET
20 25 (2.54%) Apache Camel
Miscellaneous
1 222 (22.52%) Analytical Skills
2 93 (9.43%) Computer Science
3 83 (8.42%) Data Structures
3 83 (8.42%) Management Information System
4 55 (5.58%) Fintech
5 51 (5.17%) Enterprise Software
6 30 (3.04%) Algorithms
7 22 (2.23%) Foreign Exchange (FX)
8 21 (2.13%) Life Science
9 17 (1.72%) Hedge funds
10 16 (1.62%) Data Centre
11 15 (1.52%) Linux Command Line
12 11 (1.12%) User Experience
13 10 (1.01%) Replication
14 9 (0.91%) NHS
14 9 (0.91%) Reference Data
15 8 (0.81%) PMI
16 7 (0.71%) Clustering
16 7 (0.71%) Data Protection Act
16 7 (0.71%) Social Media
Operating Systems
1 73 (7.40%) Linux
2 54 (5.48%) Unix
3 43 (4.36%) Windows
4 14 (1.42%) Windows Server
5 13 (1.32%) Solaris
6 4 (0.41%) Debian
7 1 (0.10%) Mac OS X
7 1 (0.10%) Red Hat Enterprise Linux
7 1 (0.10%) Windows 10
7 1 (0.10%) Windows 7
Processes & Methodologies
1 369 (37.42%) ETL
2 354 (35.90%) Business Intelligence
3 292 (29.61%) Agile Software Development
4 291 (29.51%) Data Modelling
5 237 (24.04%) Analytics
6 174 (17.65%) Data Management
7 110 (11.16%) Migration
8 101 (10.24%) SOA
9 100 (10.14%) Mentoring
10 96 (9.74%) Data Architecture
11 92 (9.33%) CRM
12 88 (8.92%) Data Analysis
13 87 (8.82%) Project Management
14 86 (8.72%) Data Migration
14 86 (8.72%) Stakeholder Management
15 80 (8.11%) OO
16 76 (7.71%) TOGAF
17 75 (7.61%) Continuous Improvement
18 74 (7.51%) Data Analytics
19 72 (7.30%) Visualisation
Programming Languages
1 494 (50.10%) SQL
2 226 (22.92%) Java
3 130 (13.18%) C#
4 108 (10.95%) T-SQL
5 94 (9.53%) Python
6 76 (7.71%) JavaScript
7 75 (7.61%) PL/SQL
8 71 (7.20%) Perl
9 32 (3.25%) R
10 31 (3.14%) C++
11 30 (3.04%) C
12 29 (2.94%) Apex Code
13 26 (2.64%) Data Analysis Expressions (DAX)
13 26 (2.64%) VB.NET
14 22 (2.23%) Bash Shell
14 22 (2.23%) SOQL
15 19 (1.93%) PHP
16 18 (1.83%) Scala
17 16 (1.62%) Shell Script
18 7 (0.71%) ABAP
Qualifications
1 176 (17.85%) Degree
2 37 (3.75%) Computer Science Degree
3 29 (2.94%) Security Cleared
4 23 (2.33%) SC Cleared
5 17 (1.72%) Master's Degree
6 16 (1.62%) ITIL Foundation Certificate
7 15 (1.52%) Microsoft Certification
7 15 (1.52%) PhD
8 11 (1.12%) MCITP
8 11 (1.12%) Postgraduate
9 9 (0.91%) DV Cleared
10 8 (0.81%) PMI Certification
11 7 (0.71%) Oracle Certification
11 7 (0.71%) PMP
12 2 (0.20%) ISEB
12 2 (0.20%) Numerate Degree
12 2 (0.20%) SAS Certification
13 1 (0.10%) CIMA
13 1 (0.10%) MCP
13 1 (0.10%) MCSE
Quality Assurance & Compliance
1 157 (15.92%) Data Quality
2 35 (3.55%) GDPR
3 18 (1.83%) QA
3 18 (1.83%) SLA
4 17 (1.72%) Solvency II
5 16 (1.62%) Sarbanes-Oxley
6 7 (0.71%) ISO/IEC 27001
6 7 (0.71%) PCI DSS
7 4 (0.41%) MiFID
8 3 (0.30%) GCP
9 2 (0.20%) Basel III
10 1 (0.10%) BS7666
10 1 (0.10%) Dodd-Frank
10 1 (0.10%) ISO/IEC 20000
10 1 (0.10%) PMO
10 1 (0.10%) SEPA
10 1 (0.10%) TARGET2
System Software
1 17 (1.72%) Oracle RAC
2 11 (1.12%) Active Directory
3 8 (0.81%) Docker
4 7 (0.71%) HDFS
5 6 (0.61%) Apache Flume
6 2 (0.20%) NFS
6 2 (0.20%) VMware Infrastructure
7 1 (0.10%) Cronacle
7 1 (0.10%) Hyper-V
7 1 (0.10%) vSphere
Systems Management
1 17 (1.72%) Control-M
2 13 (1.32%) Piwik
3 8 (0.81%) MOM
4 4 (0.41%) Kubernetes
5 3 (0.30%) Failover Clustering
6 2 (0.20%) EMC NetWorker
6 2 (0.20%) Oozie
6 2 (0.20%) Opscode Chef
6 2 (0.20%) Puppet
7 1 (0.10%) FortiGate
7 1 (0.10%) Hadoop YARN
7 1 (0.10%) Microsoft Intune
7 1 (0.10%) Nagios
7 1 (0.10%) SCCM
7 1 (0.10%) SCOM
7 1 (0.10%) SCVMM
Vendors
1 290 (29.41%) Oracle
2 252 (25.56%) Microsoft
3 103 (10.45%) SAP
4 97 (9.84%) Tableau
5 86 (8.72%) Informatica
6 73 (7.40%) Talend
7 50 (5.07%) IBM
8 49 (4.97%) Salesforce.com
9 32 (3.25%) TIBCO
10 22 (2.23%) hybris
11 20 (2.03%) Cognos
12 18 (1.83%) Hyperion
13 16 (1.62%) Cloudera
14 14 (1.42%) Teradata
15 13 (1.32%) Apigee
15 13 (1.32%) Dynatrace
15 13 (1.32%) Pardot
16 12 (1.22%) EXASOL
17 11 (1.12%) Hortonworks
17 11 (1.12%) MapR
Kent
Client Server
Salary: £40k to £45k + benefits
Posted: Yesterday
Salford, Lancashire
Premier IT
Posted: Yesterday
Knutsford, Cheshire
Cognizant
Salary: Unspecified Competitve
Posted: 11 hours ago
Lichfield, Staffordshire
Computer People
Salary: £30000.00 - £40000.00 per annum
Posted: Yesterday
London
Client Server
Salary: £35k to £45k + benefits
Posted: 3 days ago
City, London
ANSON MCCADE
Salary: £70k - £90k base + 5k sign on
Posted: 2 days ago
New Malden, Surrey
Evolution Recruitment Solutions
Salary: circa 55,000 - 70,000
Posted: 13 hours ago
City, London
ANSON MCCADE
Salary: £45,000 to £73,000 + Plus package (30 days paid Holidays)
Posted: 9 hours ago
Derby, Derbyshire
Erin Associates
Salary: £44000 - £45000 per annum + Benefits
Posted: 4 days ago
Lichfield, Staffordshire
HAYS INFORMATION TECHNOLOGY
Salary: £30000.00 - £40000.00 per annum
Posted: 4 days ago
London
Careerwise UK Limited
Salary: £40000 per annum
Posted: 3 days ago
City, London
ANSON MCCADE
Salary: £85,000 - £105,000 (+ top tier package including award winning pension
Posted: Yesterday
Manchester, Lancashire
onezeero.
Salary: £70000 per annum
Posted: 4 days ago
London
Agile Recruitment
Salary: Based on experience + Bonus + Benefits
Posted: Yesterday
Oxford, Oxfordshire
Haybrook IT Resourcing Ltd
Salary: £84,000 per annum
Posted: 2 days ago
West London
Profile 29 Limited
Salary: From £80,000 to £100,000 per annum + benefits
Posted: 3 days ago
City, London
ANSON MCCADE
Salary: £45,000 - £60,000k plus brilliant package and unrivalled development
Posted: 3 days ago
Newcastle-upon-Tyne, Tyne and Wear
ANSON MCCADE
Salary: £45,000 - £60,000k plus brilliant package and unrivalled development
Posted: 3 days ago
Greater Manchester
ANSON MCCADE
Salary: £45,000 - £60,000k plus brilliant package and unrivalled development
Posted: 3 days ago
Chester, Cheshire
Asset Resourcing Ltd
Salary: £30000 - £45000 per annum + Benefits
Posted: 2 days ago
City, London
Asset Resourcing Ltd
Salary: £45000 - £75000 per annum + Benefits
Posted: 2 days ago
London
Harvey Nash plc
Salary: £65000 - £75000 per annum + Benefits
Posted: 3 days ago
Surrey
People Source Consulting
Salary: £50000 - £60000 per annum + Excellent benefits
Posted: 2 days ago
Warwickshire
Oscar
Salary: £65000 per annum
Posted: 2 days ago
London
Square One Resources
Salary: From £70,000 to £80,000 per annum
Posted: 4 days ago
London
Burns Sheehan
Salary: £70000 - £80000 per annum + Flexible hours, work from home
Posted: Yesterday
Surbiton, Surrey
Quant Capital
Salary: Up to £35,000 per annum Bonus Medical Pension
Posted: 3 days ago
City, London
Charles Taylor plc
Salary: Market related
Posted: 8 days ago
Warwickshire
Oscar
Salary: £65000 per annum
Posted: 3 days ago