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

3 months to
23 Mar 2017
Same period 2016 Same period 2015
Data Integration
UK
Rank 402 427 447
Rank change year-on-year +25 +20  
Permanent jobs citing Data Integration 565 693 658
As % of all permanent IT jobs advertised in the UK 0.67% 0.68% 0.63%
As % of the Processes & Methodologies category 0.76% 0.76% 0.72%
Number of salaries quoted 455 551 518
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 £35,000 £32,500
10% offered a salary of more than £86,250 £80,000 £82,500
UK excluding London median salary £45,000 £46,500 £50,000
% change year-on-year -3.22% -7.00%  

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 with a requirement for process and methodology skills.

Process & Methodology Skills
UK
Permanent job vacancies with a requirement for process and methodology skills 74564 90782 91624
As % of all permanent IT job vacancies advertised in the UK 89.03% 88.50% 87.04%
Number of salaries quoted 61277 75155 74101
Median salary £50,000 £50,000 £49,000
Median salary % change year-on-year - +2.04%  
90% offered a salary of more than £32,500 £32,500 £31,500
10% offered a salary of more than £77,500 £75,000 £75,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

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 March 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 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
England +23 533 £57,500 +2.67% 70
London +31 299 £65,000 +8.33% 35
South East +40 73 £55,000 +22.22% 12
City of London +30 50 £65,000 - 13
South West +49 42 £38,500 -3.75% 3
Yorkshire +27 38 £45,000 -10.00% 4
North West -15 22 £50,000 +11.11% 3
West Yorkshire +16 21 £50,000 -20.00% 4
Leeds +6 21 £50,000 - 4
West Midlands +43 18 £41,750 +4.37% 1
Surrey +36 18 £60,000 -11.11% 2
Oxfordshire +10 17 £60,000 +12.14% 3
Kidlington - 15 £55,000 -
Scotland +10 14 £41,000 +6.49% 4
Cornwall +12 13 - -
East of England -5 13 £41,000 -36.92% 7
Bristol - 13 £38,000 - 1
South Yorkshire +17 12 £42,500 -
Gloucestershire +11 12 £46,250 -7.50% 2
Wales +11 12 £46,250 +23.33%
Buckinghamshire +21 11 £45,000 -10.00%
Sheffield +19 11 £42,500 -
Milton Keynes +4 11 £45,000 -10.00%
Mid Wales -3 10 - -
Ceredigion -5 10 - -
New Quay -5 10 - -
Newquay -5 10 - -
Cheshire +23 9 £53,000 +6.00% 1
Tyne and Wear +20 9 £45,000 +5.88% 2
North East +10 9 £45,000 +5.88% 2

Data Integration
Top 30 Related IT Skills

For the 6 months to 23 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 with a requirement for Data Integration.

1 536 (48.38%) SQL
2 410 (37.00%) ETL
3 386 (34.84%) SQL Server
4 376 (33.94%) Business Intelligence
5 349 (31.50%) Data Warehouse
6 331 (29.87%) Finance
7 288 (25.99%) Agile Software Development
8 264 (23.83%) Data Modelling
9 262 (23.65%) Oracle
10 247 (22.29%) Analytics
11 235 (21.21%) Microsoft
12 223 (20.13%) SQL Server Integration Services
13 214 (19.31%) Big Data
14 212 (19.13%) Analytical Skills
15 202 (18.23%) Java
16 196 (17.69%) Data Management
17 179 (16.16%) Web Services
18 176 (15.88%) Degree
19 162 (14.62%) Data Quality
20 150 (13.54%) XML
21 149 (13.45%) C#
22 145 (13.09%) .NET
23 129 (11.64%) Relational Database
24 128 (11.55%) SOAP
25 125 (11.28%) Project Management
25 125 (11.28%) Migration
25 125 (11.28%) Data Architecture
26 123 (11.10%) REST
27 120 (10.83%) Mentoring
27 120 (10.83%) SQL Server Reporting Services

Data Integration
Top Related 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 79 (7.13%) Apache Spark
2 48 (4.33%) SAS
3 46 (4.15%) Oracle SOA Suite
3 46 (4.15%) SharePoint
4 33 (2.98%) JBoss
5 28 (2.53%) Apache
5 28 (2.53%) BizTalk Server
6 23 (2.08%) WebSphere
7 21 (1.90%) Confluence
8 18 (1.62%) IIS
8 18 (1.62%) WebLogic
9 13 (1.17%) Adobe Experience Manager
10 12 (1.08%) CMS
10 12 (1.08%) Elasticsearch
11 11 (0.99%) Oracle Service Bus
11 11 (0.99%) Tomcat
12 8 (0.72%) Apache Pig
13 5 (0.45%) Oracle Application Server
13 5 (0.45%) WordPress
14 4 (0.36%) Oracle Workflow
Applications
1 104 (9.39%) MS Excel
2 15 (1.35%) MS Office
2 15 (1.35%) MS Project
3 12 (1.08%) MS Visio
4 8 (0.72%) SPSS
5 4 (0.36%) MS PowerPoint
6 1 (0.090%) Gliffy
6 1 (0.090%) OmniGraffle
6 1 (0.090%) Weka
Business Applications
1 29 (2.62%) Dynamics CRM
2 22 (1.99%) Oracle ERP
3 19 (1.71%) Oracle EBS R12
4 16 (1.44%) Dynamics AX
4 16 (1.44%) SAP ERP
5 15 (1.35%) Maximo
6 13 (1.17%) Oracle 11i
6 13 (1.17%) SAP Hybris
7 10 (0.90%) Unit4 Business World
8 9 (0.81%) Oracle EBS
9 8 (0.72%) Sentinel
10 6 (0.54%) Eloqua
10 6 (0.54%) Oracle Applications
10 6 (0.54%) SAP CAR
10 6 (0.54%) SAP Oil and Gas
10 6 (0.54%) SAP Retail
11 5 (0.45%) Dynamics NAV
11 5 (0.45%) SAP BPC
12 4 (0.36%) Oracle BPM
12 4 (0.36%) Oracle HRMS
Cloud Services
1 93 (8.39%) Microsoft Azure
2 77 (6.95%) Amazon AWS
3 55 (4.96%) SaaS
4 22 (1.99%) GitHub
5 21 (1.90%) PaaS
6 20 (1.81%) Cloud Computing
6 20 (1.81%) Force.com
7 8 (0.72%) Adobe Analytics
7 8 (0.72%) Google Cloud Platform
8 7 (0.63%) Office 365
9 5 (0.45%) Boomi
10 3 (0.27%) Amazon EC2
10 3 (0.27%) Amazon Kinesis
10 3 (0.27%) Google Analytics
11 2 (0.18%) Amazon EMR
11 2 (0.18%) Heroku
11 2 (0.18%) OpenShift
12 1 (0.090%) IaaS
12 1 (0.090%) Lucidchart
12 1 (0.090%) Silverpop
Communications & Networking
1 59 (5.32%) Internet
2 17 (1.53%) LDAP
2 17 (1.53%) TCP/IP
3 9 (0.81%) Network Security
4 8 (0.72%) HTTP
5 5 (0.45%) FTP
5 5 (0.45%) VoIP
6 3 (0.27%) SMTP
6 3 (0.27%) SWIFTNet
6 3 (0.27%) VPN
7 2 (0.18%) Broadband
7 2 (0.18%) Intranet
7 2 (0.18%) LAN
7 2 (0.18%) PPP
7 2 (0.18%) Skype
7 2 (0.18%) WAN
8 1 (0.090%) DHCP
8 1 (0.090%) Firewall
8 1 (0.090%) GoToMeeting
8 1 (0.090%) SAN
Database & Business Intelligence
1 386 (34.84%) SQL Server
2 349 (31.50%) Data Warehouse
3 223 (20.13%) SQL Server Integration Services
4 214 (19.31%) Big Data
5 129 (11.64%) Relational Database
6 120 (10.83%) SQL Server Reporting Services
7 118 (10.65%) Hadoop
8 105 (9.48%) SQL Server Analysis Services
9 88 (7.94%) BusinessObjects
10 85 (7.67%) MySQL
11 79 (7.13%) NoSQL
12 66 (5.96%) Apache Hive
13 65 (5.87%) Oracle Database
14 63 (5.69%) RDBMS
15 61 (5.51%) SQL Server 2012
16 59 (5.32%) QlikView
17 45 (4.06%) OLAP
18 42 (3.79%) Power BI
18 42 (3.79%) SQL Server 2016
19 40 (3.61%) Oracle ODI
Development Applications
1 90 (8.12%) Talend Open Studio
2 56 (5.05%) JIRA
3 48 (4.33%) Visual Studio
4 27 (2.44%) Team Foundation Server
5 22 (1.99%) Git (software)
6 16 (1.44%) Jenkins
7 10 (0.90%) ERwin
7 10 (0.90%) Maven
8 9 (0.81%) Subversion
8 9 (0.81%) TeamCity
9 8 (0.72%) git-flow
9 8 (0.72%) Selenium
10 5 (0.45%) MagicDraw
11 4 (0.36%) Cucumber
11 4 (0.36%) HP UFT
11 4 (0.36%) Oracle Forms
12 3 (0.27%) Atlassian Bamboo
13 2 (0.18%) Mocha
13 2 (0.18%) Rational Rhapsody
13 2 (0.18%) Toad
General
1 331 (29.87%) Finance
2 96 (8.66%) Banking
3 83 (7.49%) Retail
4 57 (5.14%) Financial Institution
5 54 (4.87%) Marketing
6 31 (2.80%) Advertising
7 30 (2.71%) Legal
8 28 (2.53%) Investment Banking
9 19 (1.71%) Manufacturing
10 18 (1.62%) Telecoms
11 17 (1.53%) Pharmaceutical
12 10 (0.90%) Publishing
13 8 (0.72%) Games
14 6 (0.54%) Back Office
14 6 (0.54%) Electronics
14 6 (0.54%) Spanish Language
15 5 (0.45%) French Language
15 5 (0.45%) General Ledger
16 4 (0.36%) Front Office
16 4 (0.36%) Law
Job Titles
1 371 (33.48%) Developer
2 243 (21.93%) Architect
3 144 (13.00%) Analyst
4 141 (12.73%) Data Architect
5 83 (7.49%) Consultant
6 80 (7.22%) Business Intelligence Developer
7 71 (6.41%) Senior Developer
8 65 (5.87%) Solutions Architect
9 54 (4.87%) Java Developer
9 54 (4.87%) SQL Developer
10 46 (4.15%) Business Intelligence Analyst
10 46 (4.15%) ETL Developer
11 43 (3.88%) Perl Developer
12 42 (3.79%) Perl Programmer
12 42 (3.79%) Programmer
13 38 (3.43%) Integration Developer
14 37 (3.34%) Administrator
15 36 (3.25%) Integration Architect
16 34 (3.07%) DBA
17 31 (2.80%) Support Analyst
Libraries, Frameworks & Software Standards
1 179 (16.16%) Web Services
2 150 (13.54%) XML
3 145 (13.09%) .NET
4 128 (11.55%) SOAP
5 123 (11.10%) REST
6 74 (6.68%) HTML
7 71 (6.41%) Spring
8 67 (6.05%) JSON
9 61 (5.51%) RESTful
10 56 (5.05%) CSS
11 44 (3.97%) Middleware
12 39 (3.52%) jQuery
13 30 (2.71%) XML Schema
14 29 (2.62%) Node.js
15 28 (2.53%) Java EE
16 27 (2.44%) J2EE
16 27 (2.44%) Visualforce
17 26 (2.35%) MDX
18 24 (2.17%) ASP.NET
18 24 (2.17%) JMS
Miscellaneous
1 212 (19.13%) Analytical Skills
2 89 (8.03%) Computer Science
3 79 (7.13%) Data Structures
4 65 (5.87%) Fintech
5 62 (5.60%) Enterprise Software
6 52 (4.69%) Management Information System
7 23 (2.08%) Algorithms
8 21 (1.90%) NHS
9 16 (1.44%) Data Centre
10 15 (1.35%) Life Science
11 13 (1.17%) Foreign Exchange (FX)
11 13 (1.17%) Reference Data
12 12 (1.08%) Hedge funds
12 12 (1.08%) iPad
13 10 (0.90%) Linux Command Line
14 9 (0.81%) SWIFT
15 8 (0.72%) Semantic Web
16 7 (0.63%) Clustering
16 7 (0.63%) Replication
17 6 (0.54%) Taxonomies
Operating Systems
1 55 (4.96%) Linux
2 39 (3.52%) Windows
3 31 (2.80%) Unix
4 25 (2.26%) Windows Server
5 12 (1.08%) Solaris
6 2 (0.18%) Mac OS X
6 2 (0.18%) Windows Server 2008
6 2 (0.18%) Windows Server 2012
7 1 (0.090%) CentOS
7 1 (0.090%) Mac OS
7 1 (0.090%) Windows 10
7 1 (0.090%) Windows 7
Processes & Methodologies
1 410 (37.00%) ETL
2 376 (33.94%) Business Intelligence
3 288 (25.99%) Agile Software Development
4 264 (23.83%) Data Modelling
5 247 (22.29%) Analytics
6 196 (17.69%) Data Management
7 125 (11.28%) Data Architecture
7 125 (11.28%) Migration
7 125 (11.28%) Project Management
8 120 (10.83%) Mentoring
9 99 (8.94%) Stakeholder Management
10 93 (8.39%) Data Analysis
11 91 (8.21%) SOA
12 90 (8.12%) CRM
12 90 (8.12%) Process Improvement
13 83 (7.49%) Continuous Improvement
14 81 (7.31%) Data Migration
15 80 (7.22%) Data Governance
16 79 (7.13%) Master Data Management
17 78 (7.04%) ERP
Programming Languages
1 536 (48.38%) SQL
2 202 (18.23%) Java
3 149 (13.45%) C#
4 109 (9.84%) T-SQL
5 84 (7.58%) JavaScript
6 61 (5.51%) Python
7 51 (4.60%) PL/SQL
8 47 (4.24%) Perl
9 43 (3.88%) C++
10 32 (2.89%) Apex Code
11 28 (2.53%) C
12 26 (2.35%) VB.NET
13 24 (2.17%) SOQL
14 22 (1.99%) Data Analysis Expressions (DAX)
15 21 (1.90%) PHP
16 20 (1.81%) R
16 20 (1.81%) Scala
17 10 (0.90%) Shell Script
17 10 (0.90%) VBA
18 8 (0.72%) VBScript
Qualifications
1 176 (15.88%) Degree
2 15 (1.35%) Security Cleared
3 14 (1.26%) SC Cleared
4 12 (1.08%) ITIL Foundation Certificate
5 9 (0.81%) Microsoft Certification
5 9 (0.81%) SAS Certification
6 8 (0.72%) DV Cleared
6 8 (0.72%) PhD
7 7 (0.63%) Postgraduate
8 6 (0.54%) MCITP
8 6 (0.54%) MCSE
9 5 (0.45%) MCSA
10 4 (0.36%) Oracle Certification
10 4 (0.36%) PRINCE2 Practitioner
11 3 (0.27%) PMI Certification
12 2 (0.18%) APMP
12 2 (0.18%) PMP
13 1 (0.090%) ISEB
13 1 (0.090%) ISTQB
13 1 (0.090%) ISTQB Foundation Certification
Quality Assurance & Compliance
1 162 (14.62%) Data Quality
2 28 (2.53%) QA
3 26 (2.35%) SLA
4 16 (1.44%) Sarbanes-Oxley
5 12 (1.08%) GDPR
6 11 (0.99%) Solvency II
7 4 (0.36%) ISO20022
8 3 (0.27%) HL7
9 2 (0.18%) Basel III
9 2 (0.18%) MiFID
10 1 (0.090%) BS7666
10 1 (0.090%) DICOM
10 1 (0.090%) Dodd-Frank
10 1 (0.090%) EMIR
10 1 (0.090%) GxP
10 1 (0.090%) SEPA
10 1 (0.090%) TARGET2
System Software
1 22 (1.99%) Oracle RAC
2 12 (1.08%) HDFS
3 10 (0.90%) Active Directory
4 6 (0.54%) Docker
5 4 (0.36%) Apache Flume
6 3 (0.27%) Cronacle
7 2 (0.18%) VMware Infrastructure
8 1 (0.090%) Hyper-V
8 1 (0.090%) Microsoft App-V
Systems Management
1 14 (1.26%) Piwik
2 8 (0.72%) MOM
3 7 (0.63%) Control-M
4 6 (0.54%) Oracle RMAN
5 2 (0.18%) Oozie
6 1 (0.090%) EMC NetWorker
6 1 (0.090%) Failover Clustering
6 1 (0.090%) FortiGate
6 1 (0.090%) Hadoop YARN
6 1 (0.090%) Kubernetes
6 1 (0.090%) Nagios
6 1 (0.090%) Systems Management Server (SMS)
Vendors
1 262 (23.65%) Oracle
2 235 (21.21%) Microsoft
3 95 (8.57%) Informatica
4 90 (8.12%) Talend
5 82 (7.40%) SAP
6 70 (6.32%) Tableau
7 53 (4.78%) Salesforce.com
8 45 (4.06%) IBM
9 21 (1.90%) hybris
10 20 (1.81%) MuleSoft
11 19 (1.71%) Adobe
11 19 (1.71%) Hyperion
12 18 (1.62%) MicroStrategy
13 16 (1.44%) Cognos
14 14 (1.26%) Pardot
14 14 (1.26%) Teradata
15 12 (1.08%) Apigee
15 12 (1.08%) Dynatrace
15 12 (1.08%) EXASOL
15 12 (1.08%) Google
Huntingdon, Cambridgeshire
Cambridge DT
Salary: £35000.00 - £41000.00 per annum
Posted: 16 hours ago
Glasgow, Lanarkshire
Empiric.com
Salary: From £60,000 to £75,000 per annum Bonus and Benefits package
Posted: 13 hours ago
East Anglia
Computer People
Salary: £30000.00 - £31500.00 per annum
Posted: 15 hours ago
London
Innocent Drinks
Salary: Competitive
Posted: Yesterday
Oxford, Oxfordshire
Haybrook IT Resourcing Ltd
Salary: Up to £65,000 per annum + bonus and excellent benefits
Posted: 13 hours ago
City, London
ANSON MCCADE
Salary: £80,000 - £90,000 plus exceptional benefits package
Posted: 2 days ago
Winchester, Hampshire
Spectrum IT Recruitment (South) Ltd
Salary: £26000 - £35000 per annum
Posted: Yesterday
Warrington, Cheshire
Actis Recruitment.
Salary: From £35,000 to £45,000 per annum + bonus + bens
Posted: Yesterday
Edinburgh, Midlothian
Search Consultancy
Salary: £40000.00 - £50000.00 per annum + benefits
Posted: Yesterday
City, London
Source Technology
Salary: From £25,000 to £35,000 per annum
Posted: 2 days ago
Nuneaton, Warwickshire
Big Red Recruitment
Salary: £35000 - £50000 per annum + Benefits
Posted: 2 days ago
Leeds, West Yorkshire
JM
Salary: £40000 - £50000 per annum + bonus, benefits
Posted: 3 days ago
Edinburgh, Midlothian
Asset Resourcing Ltd
Salary: £45000 - £75000 per annum + Benefits
Posted: 14 hours ago
City, London
Cadence Resourcing
Salary: £75000 - £90000 per annum
Posted: 17 hours ago
Leeds, West Yorkshire
JM
Salary: £40000 - £70000 per annum + Competitive package and bonus
Posted: 3 days ago
City, London
Quant Capital
Salary: Up to £90,000 per annum Bonus Medical Pension
Posted: Yesterday
Hampshire
Stott & May
Salary: £25000 - £35000 per annum
Posted: 2 days ago
Leeds, West Yorkshire
JM
Salary: £60000 - £70000 per annum + bonus,
Posted: 3 days ago
North London
The Bridge Ltd
Salary: From £40,000 to £50,000 per annum 7.5% Bonus, Pension, Healthcare, Lif
Posted: 2 days ago
Letchworth Garden City, Hertfordshire
Deerfoot IT Resources Ltd
Salary: £32000 - £37000 per annum + Benefits
Posted: Yesterday
Norfolk
Computer People
Salary: £30000.00 - £31500.00 per annum
Posted: 3 days ago
Newcastle Upon Tyne, Tyne and Wear
Networking People
Salary: £40000 - £45000 per annum + benefits
Posted: 3 days ago
City, London
Asset Resourcing Ltd
Salary: £45000 - £75000 per annum + Benefits
Posted: Yesterday
City, London
Asset Resourcing Ltd
Salary: £60000 - £65000 per annum
Posted: 3 days ago
City, London
I3
Salary: £50000 - £75000 per annum + bonus + bens
Posted: 3 days ago
North London
The Bridge Ltd
Salary: From £45,000 to £58,000 per annum 15% Bonus, Pension, Healthcare, Life
Posted: 2 days ago
UK
Martin & Conley
Salary: £100000 - £120000 per annum + Benefits!
Posted: 2 days ago
London
Capita Resourcing - IT Resourcing
Salary: £35000 - £45000.00 per annum
Posted: 3 days ago
Derby, Derbyshire
ARC IT Recruitment Ltd
Salary: Up to £50,000
Posted: 6 days ago
London
Experis Ltd
Salary: £90000.00 per annum + Car Allowance & Bonus & Benefits
Posted: 3 days ago