The following table provides summary statistics for permanent job vacancies 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
3 months to
23 Jun 2017
Same period 2016 Same period 2015
Rank 468 444 424
Rank change year-on-year -24 -20  
Permanent jobs citing Data Integration 483 604 760
As % of all permanent IT jobs advertised in the UK 0.54% 0.61% 0.69%
As % of the Processes & Methodologies category 0.60% 0.69% 0.78%
Number of salaries quoted 352 478 604
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 £80,001 £80,000 £80,000
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 with a requirement for process and methodology skills.

Process & Methodology Skills
UK
Permanent job vacancies with a requirement for process and methodology skills 79960 87478 97573
As % of all permanent IT job vacancies advertised in the UK 89.72% 88.95% 88.00%
Number of salaries quoted 64514 73057 79746
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 £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

The job posting trend of jobs advertised 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 the UK

Data Integration
Salary Trend

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

Salary trend for Data Integration in the UK

Data Integration
Salary Histogram

The salary distribution of IT jobs citing Data Integration over the 3 months to 23 June 2017.

Salary histogram for Data Integration in the UK

Data Integration
Top 30 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Integration within the UK 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
England -9 453 £57,500 +4.54% 66
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
City of London +37 44 £77,500 +24.00% 8
South West +27 31 £47,500 +23.37% 2
North West -25 29 £42,500 +13.33% 10
Yorkshire +9 27 £55,000 -4.34%
West Yorkshire +14 26 £55,000 -4.34%
Leeds +10 23 £55,000 +10.00%
Manchester -7 20 £40,000 +6.66% 5
Hertfordshire -13 19 £55,000 -4.34%
Scotland -17 17 £60,750 +31.35% 5
Oxfordshire +14 16 £65,000 +21.49% 2
Bedfordshire +25 15 £68,500 +16.10% 1
Hatfield 0 14 £60,000 +4.34%
Surrey +17 13 £60,000 +47.23% 2
Wales +16 13 £43,000 +14.66%
Gloucestershire +14 13 £50,000 -11.11%
Oxford +10 13 £65,000 +20.37% 2
East Midlands +2 13 £50,000 +9.39% 3
Luton +13 12 - - 1
Derby - 12 £50,000 - 1
Derbyshire - 12 £50,000 - 1
West Midlands +16 11 £52,500 +50.00% 5
Berkshire +16 8 £75,000 +36.36% 1
Mid Wales +6 8 £43,000 -
Newquay +5 8 £43,000 -
New Quay +5 8 £43,000 -
Ceredigion +5 8 £43,000 -

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 with a requirement for Data Integration.

1 529 (50.48%) SQL
2 397 (37.88%) ETL
3 391 (37.31%) Business Intelligence
4 390 (37.21%) SQL Server
5 377 (35.97%) Data Warehouse
6 312 (29.77%) Oracle
7 310 (29.58%) Data Modelling
8 303 (28.91%) Agile Software Development
9 300 (28.63%) Finance
10 267 (25.48%) Microsoft
11 259 (24.71%) Analytics
12 232 (22.14%) Analytical Skills
13 230 (21.95%) Java
14 219 (20.90%) SQL Server Integration Services
15 198 (18.89%) Big Data
16 183 (17.46%) Data Management
17 182 (17.37%) Degree
18 174 (16.60%) Web Services
19 172 (16.41%) Data Quality
20 138 (13.17%) .NET
21 135 (12.88%) C#
21 135 (12.88%) SOAP
22 130 (12.40%) XML
22 130 (12.40%) REST
23 127 (12.12%) SQL Server Reporting Services
24 122 (11.64%) Migration
25 121 (11.55%) BusinessObjects
26 117 (11.16%) Relational Database
27 112 (10.69%) SQL Server Analysis Services
28 111 (10.59%) Mentoring

Data Integration
Co-occurring IT Skills 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 (5.92%) JBoss
2 60 (5.73%) Apache Spark
3 55 (5.25%) Oracle SOA Suite
4 35 (3.34%) Tomcat
5 33 (3.15%) SAS
6 29 (2.77%) Apache
7 28 (2.67%) BizTalk Server
7 28 (2.67%) WebSphere
8 26 (2.48%) SharePoint
9 21 (2.00%) Confluence
10 19 (1.81%) CMS
11 16 (1.53%) IIS
12 15 (1.43%) WebLogic
13 11 (1.05%) Elasticsearch
14 9 (0.86%) Oracle Service Bus
15 8 (0.76%) Adobe Experience Manager
16 6 (0.57%) Apache Pig
16 6 (0.57%) WordPress
17 5 (0.48%) Apache Solr
17 5 (0.48%) Oracle Application Server
Applications
1 28 (2.67%) Microsoft Excel
2 20 (1.91%) Microsoft Office
3 14 (1.34%) SPSS
4 9 (0.86%) MS Visio
5 6 (0.57%) Microsoft PowerPoint
5 6 (0.57%) Microsoft Project
6 1 (0.095%) Weka
Business Applications
1 24 (2.29%) Oracle ERP
2 23 (2.19%) Dynamics CRM
3 18 (1.72%) SAP Hybris
4 17 (1.62%) SAP ERP
5 15 (1.43%) Dynamics AX
5 15 (1.43%) Oracle 11i
5 15 (1.43%) Oracle EBS R12
6 9 (0.86%) Maximo
6 9 (0.86%) SAP Oil and Gas
7 7 (0.67%) Eloqua
8 6 (0.57%) Dynamics NAV
8 6 (0.57%) Oracle HRMS
8 6 (0.57%) SAP R/3
9 5 (0.48%) Unica
10 4 (0.38%) Cognos Business Intelligence
10 4 (0.38%) Oracle BPM
10 4 (0.38%) SAP BPC
10 4 (0.38%) SAP CAR
10 4 (0.38%) SAP Retail
11 3 (0.29%) SAP POS DM
Cloud Services
1 88 (8.40%) Microsoft Azure
2 61 (5.82%) Amazon AWS
3 33 (3.15%) SaaS
4 28 (2.67%) Cloud Computing
5 24 (2.29%) Salesforce Service Cloud
6 18 (1.72%) Force.com
7 15 (1.43%) GitHub
8 12 (1.15%) Google Cloud Platform
9 11 (1.05%) PaaS
10 8 (0.76%) Adobe Analytics
11 7 (0.67%) Amazon EMR
12 6 (0.57%) Cortana Intelligence Suite
13 5 (0.48%) Boomi
13 5 (0.48%) iPaaS
13 5 (0.48%) Silverpop
14 4 (0.38%) Office 365
15 3 (0.29%) Amazon EC2
15 3 (0.29%) Dynamics 365
15 3 (0.29%) Google Analytics
15 3 (0.29%) SuccessFactors
Communications & Networking
1 62 (5.92%) Internet
2 21 (2.00%) LDAP
3 9 (0.86%) Network Security
4 8 (0.76%) HTTP
4 8 (0.76%) TCP/IP
5 5 (0.48%) VoIP
6 3 (0.29%) LAN
6 3 (0.29%) SSL
6 3 (0.29%) VPN
6 3 (0.29%) WAN
7 2 (0.19%) Broadband
7 2 (0.19%) Firewall
7 2 (0.19%) Skype
8 1 (0.095%) Asterisk PBX
8 1 (0.095%) DHCP
8 1 (0.095%) GoToMeeting
8 1 (0.095%) Kerberos
8 1 (0.095%) NAS
8 1 (0.095%) SAN
Database & Business Intelligence
1 390 (37.21%) SQL Server
2 377 (35.97%) Data Warehouse
3 219 (20.90%) SQL Server Integration Services
4 198 (18.89%) Big Data
5 127 (12.12%) SQL Server Reporting Services
6 121 (11.55%) BusinessObjects
7 117 (11.16%) Relational Database
8 112 (10.69%) SQL Server Analysis Services
9 107 (10.21%) Hadoop
10 84 (8.02%) NoSQL
11 74 (7.06%) MySQL
12 61 (5.82%) SQL Server 2016
13 55 (5.25%) QlikView
13 55 (5.25%) SQL Server 2012
14 52 (4.96%) Apache Hive
15 50 (4.77%) Power BI
16 49 (4.68%) RDBMS
17 47 (4.48%) Oracle Database
18 45 (4.29%) PostgreSQL
19 35 (3.34%) Oracle BI EE
Development Applications
1 79 (7.54%) Talend Open Studio
2 57 (5.44%) JIRA
3 32 (3.05%) Maven
4 29 (2.77%) Visual Studio
5 24 (2.29%) JUnit
6 21 (2.00%) Mockito
6 21 (2.00%) Sonatype Nexus
7 15 (1.43%) Team Foundation Server
8 12 (1.15%) Git (software)
9 11 (1.05%) Jenkins
10 10 (0.95%) ERwin
11 9 (0.86%) Ant
11 9 (0.86%) Rational Rhapsody
11 9 (0.86%) Selenium
12 4 (0.38%) MagicDraw
12 4 (0.38%) Oracle Forms
12 4 (0.38%) Phabricator
13 3 (0.29%) NUnit
13 3 (0.29%) Subversion
13 3 (0.29%) TeamCity
General
1 300 (28.63%) Finance
2 95 (9.06%) Retail
3 89 (8.49%) Banking
4 52 (4.96%) Marketing
5 48 (4.58%) Advertising
6 40 (3.82%) Financial Institution
7 35 (3.34%) Investment Banking
7 35 (3.34%) Publishing
8 34 (3.24%) Games
9 25 (2.39%) Pharmaceutical
10 24 (2.29%) Retail Banking
11 23 (2.19%) Telecoms
12 21 (2.00%) Legal
13 17 (1.62%) Manufacturing
14 9 (0.86%) Electronics
15 8 (0.76%) Front Office
16 7 (0.67%) French Language
17 6 (0.57%) German Language
17 6 (0.57%) Italian Language
17 6 (0.57%) Spanish Language
Job Titles
1 352 (33.59%) Developer
2 254 (24.24%) Architect
3 158 (15.08%) Analyst
4 127 (12.12%) Data Architect
5 86 (8.21%) Business Intelligence Developer
6 84 (8.02%) Consultant
7 70 (6.68%) Java Developer
8 66 (6.30%) Solutions Architect
9 59 (5.63%) Business Intelligence Analyst
10 54 (5.15%) Senior Developer
11 48 (4.58%) ETL Developer
12 45 (4.29%) SQL Developer
13 36 (3.44%) Oracle Developer
14 35 (3.34%) Integration Developer
14 35 (3.34%) Perl Developer
15 34 (3.24%) Perl Programmer
15 34 (3.24%) Programmer
16 31 (2.96%) Data Consultant
17 29 (2.77%) DBA
17 29 (2.77%) Integration Architect
Libraries, Frameworks & Software Standards
1 174 (16.60%) Web Services
2 138 (13.17%) .NET
3 135 (12.88%) SOAP
4 130 (12.40%) REST
4 130 (12.40%) XML
5 93 (8.87%) Spring
6 92 (8.78%) RESTful
7 77 (7.35%) HTML
8 69 (6.58%) JSON
9 63 (6.01%) CSS
10 55 (5.25%) Middleware
11 47 (4.48%) J2EE
12 44 (4.20%) JMS
13 40 (3.82%) MDX
14 38 (3.63%) ASP.NET
14 38 (3.63%) JDBC
15 34 (3.24%) jQuery
16 32 (3.05%) XML Schema
17 31 (2.96%) Java EE
18 26 (2.48%) AngularJS
Miscellaneous
1 232 (22.14%) Analytical Skills
2 94 (8.97%) Computer Science
2 94 (8.97%) Data Structures
3 84 (8.02%) Management Information System
4 55 (5.25%) Fintech
5 52 (4.96%) Enterprise Software
6 30 (2.86%) Algorithms
7 22 (2.10%) Foreign Exchange (FX)
8 21 (2.00%) Life Science
9 17 (1.62%) Hedge funds
10 16 (1.53%) Data Centre
11 15 (1.43%) Linux Command Line
12 12 (1.15%) Reference Data
13 11 (1.05%) NHS
13 11 (1.05%) Replication
13 11 (1.05%) User Experience
14 10 (0.95%) iPad
15 8 (0.76%) PMI
16 7 (0.67%) Clustering
16 7 (0.67%) Social Media
Operating Systems
1 76 (7.25%) Linux
2 57 (5.44%) Unix
3 46 (4.39%) Windows
4 16 (1.53%) Windows Server
5 13 (1.24%) Solaris
6 4 (0.38%) Debian
7 3 (0.29%) CentOS
8 2 (0.19%) Mac OS X
9 1 (0.095%) Red Hat Enterprise Linux
9 1 (0.095%) Windows 10
9 1 (0.095%) Windows 7
Processes & Methodologies
1 397 (37.88%) ETL
2 391 (37.31%) Business Intelligence
3 310 (29.58%) Data Modelling
4 303 (28.91%) Agile Software Development
5 259 (24.71%) Analytics
6 183 (17.46%) Data Management
7 122 (11.64%) Migration
8 111 (10.59%) Mentoring
9 109 (10.40%) Data Architecture
10 106 (10.11%) SOA
11 101 (9.64%) Data Analysis
12 96 (9.16%) CRM
13 90 (8.59%) Project Management
14 89 (8.49%) Data Migration
14 89 (8.49%) Stakeholder Management
15 81 (7.73%) OO
15 81 (7.73%) Visualisation
16 79 (7.54%) TOGAF
17 78 (7.44%) Continuous Improvement
18 75 (7.16%) Data Analytics
Programming Languages
1 529 (50.48%) SQL
2 230 (21.95%) Java
3 135 (12.88%) C#
4 111 (10.59%) T-SQL
5 96 (9.16%) Python
6 82 (7.82%) JavaScript
7 78 (7.44%) PL/SQL
8 71 (6.77%) Perl
9 32 (3.05%) R
10 31 (2.96%) C++
11 30 (2.86%) C
12 29 (2.77%) Apex Code
13 27 (2.58%) VB.NET
14 26 (2.48%) Data Analysis Expressions (DAX)
15 22 (2.10%) Bash Shell
15 22 (2.10%) SOQL
16 21 (2.00%) PHP
17 18 (1.72%) Scala
18 16 (1.53%) Shell Script
19 7 (0.67%) ABAP
Qualifications
1 182 (17.37%) Degree
2 38 (3.63%) Computer Science Degree
3 29 (2.77%) Security Cleared
4 23 (2.19%) SC Cleared
5 17 (1.62%) Master's Degree
6 16 (1.53%) ITIL Foundation Certificate
7 15 (1.43%) Microsoft Certification
7 15 (1.43%) PhD
8 11 (1.05%) MCITP
8 11 (1.05%) Postgraduate
9 9 (0.86%) DV Cleared
10 8 (0.76%) Oracle Certification
10 8 (0.76%) PMI Certification
11 7 (0.67%) PMP
12 2 (0.19%) ISEB
12 2 (0.19%) Numerate Degree
12 2 (0.19%) SAS Certification
13 1 (0.095%) CIMA
13 1 (0.095%) MCP
13 1 (0.095%) MCSE
Quality Assurance & Compliance
1 172 (16.41%) Data Quality
2 35 (3.34%) GDPR
3 18 (1.72%) QA
3 18 (1.72%) SLA
4 17 (1.62%) Solvency II
5 16 (1.53%) Sarbanes-Oxley
6 8 (0.76%) ISO/IEC 27001
7 7 (0.67%) PCI DSS
8 4 (0.38%) MiFID
9 3 (0.29%) GCP
10 2 (0.19%) Basel III
10 2 (0.19%) ISO 20022
11 1 (0.095%) COBIT
11 1 (0.095%) DICOM
11 1 (0.095%) Dodd-Frank
11 1 (0.095%) HL7
11 1 (0.095%) ISO/IEC 20000
11 1 (0.095%) PMO
11 1 (0.095%) SEPA
11 1 (0.095%) TARGET2
System Software
1 17 (1.62%) Oracle RAC
2 12 (1.15%) Active Directory
3 8 (0.76%) Docker
4 7 (0.67%) HDFS
5 6 (0.57%) Apache Flume
6 3 (0.29%) VMware Infrastructure
7 2 (0.19%) Hyper-V
7 2 (0.19%) NFS
8 1 (0.095%) Cronacle
8 1 (0.095%) Microsoft App-V
8 1 (0.095%) vSphere
Systems Management
1 17 (1.62%) Control-M
2 13 (1.24%) Piwik
3 8 (0.76%) MOM
4 4 (0.38%) Failover Clustering
4 4 (0.38%) Kubernetes
5 2 (0.19%) EMC NetWorker
5 2 (0.19%) Grafana
5 2 (0.19%) Oozie
5 2 (0.19%) Opscode Chef
5 2 (0.19%) Puppet
6 1 (0.095%) FortiGate
6 1 (0.095%) Hadoop YARN
6 1 (0.095%) Microsoft Intune
6 1 (0.095%) Nagios
6 1 (0.095%) SCCM
6 1 (0.095%) SCOM
6 1 (0.095%) SCVMM
6 1 (0.095%) Systems Management Server (SMS)
Vendors
1 312 (29.77%) Oracle
2 267 (25.48%) Microsoft
3 106 (10.11%) Tableau
4 103 (9.83%) Informatica
4 103 (9.83%) SAP
5 79 (7.54%) Talend
6 55 (5.25%) IBM
7 49 (4.68%) Salesforce.com
8 32 (3.05%) TIBCO
9 26 (2.48%) Cognos
10 22 (2.10%) hybris
11 20 (1.91%) Hyperion
12 16 (1.53%) Cloudera
13 14 (1.34%) Google
13 14 (1.34%) Teradata
14 13 (1.24%) Apigee
14 13 (1.24%) Dynatrace
14 13 (1.24%) Pardot
15 12 (1.15%) EXASOL
16 11 (1.05%) MuleSoft
Kent
Client Server
Salary: £40k to £45k + benefits
Posted: Yesterday
Salford, Lancashire
Premier IT
Posted: Yesterday
Knutsford, Cheshire
Cognizant
Salary: Unspecified Competitve
Posted: 14 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: 17 hours ago
City, London
ANSON MCCADE
Salary: £45,000 to £73,000 + Plus package (30 days paid Holidays)
Posted: 12 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
Edinburgh & Lothians
ANSON MCCADE
Salary: £85,000 - £105,000 (+ top tier package including award winning pension
Posted: Yesterday
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
Edinburgh & Lothians
ANSON MCCADE
Salary: £45,000 - £60,000k plus brilliant package and unrivalled development
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
Edinburgh, Midlothian
Asset Resourcing Ltd
Salary: £30000 - £45000 per annum + Benefits
Posted: 2 days ago
Edinburgh, Midlothian
Asset Resourcing Ltd
Salary: £45000 - £75000 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