The table below looks at the prevalence of the term Data Integration in IT jobs advertised across the UK. Included is a guide to the salaries offered in IT jobs that have cited Data Integration over the 3 months to 25 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
25 Sep 2016
Same period 2015 Same period 2014
Data Integration
Rank 431 391 471
Rank change year-on-year
-40 +80
Permanent jobs citing Data Integration 613 815 641
As % of all permanent IT jobs located in the UK 0.65% 0.74% 0.56%
As % of the Miscellaneous category 1.59% 1.75% 1.40%
Number of salaries quoted 508 646 506
Median salary £57,500 £55,000 £54,000
Median salary % change year-on-year
+4.54% +1.85%
90% offered a salary of more than £33,300 £35,000 £35,000
10% offered a salary of more than £85,000 £85,000 £70,000
UK excluding London median salary £48,750 £45,000 £50,000
% change year-on-year
+8.33% -10.00%

The following table is for comparison with the above and provides statistics for the entire Miscellaneous category in permanent jobs advertised across the UK.

Miscellaneous Category
UK
Permanent IT job ads with a match in the
Miscellaneous category
38657 46472 45857
As % of all permanent IT jobs located in the UK 40.98% 42.37% 40.18%
Number of salaries quoted 31550 37401 35818
Median salary £50,000 £49,000 £46,000
Median salary % change year-on-year
+2.04% +6.52%
90% offered a salary of more than £28,762 £28,500 £28,000
10% offered a salary of more than £80,000 £72,500 £77,500
UK excluding London median salary £42,500 £41,500 £40,000
% change year-on-year
+2.40% +3.75%

Data Integration
Jobs Demand Trend

The demand trend of job ads citing Data Integration as a proportion of all IT jobs with a match in the Miscellaneous category.

Data Integration Jobs Demand Trend 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 within the UK.

Data Integration Salary Trend in the UK

Data Integration
Salary Histogram

This chart provides a salary histogram for IT jobs citing Data Integration over the 3 months to 25 September 2016 within the UK.

Data Integration Salary Histogram 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 25 September 2016. 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
(Click see detailed
statistics and trends)
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 -46 554 £60,000 +9.09% 43
London -35 269 £70,000 +7.69% 19
South East +10 123 £53,250 +18.33% 5
Yorkshire +42 51 £56,250 +12.50% 4
City of London +20 51 £76,750 +27.91% 4
North West +39 47 £40,000 -42.85% 7
West Yorkshire +38 45 £60,000 +41.17% 4
Scotland +31 44 £43,750 -5.40% 2
Glasgow +24 31 £40,000 -20.00% 1
Surrey +21 30 £60,000 +12.67% 1
Leeds +41 28 £45,000 +5.88% 1
East of England -8 25 £60,000 +37.14% 1
Brighton +14 22 £32,500 -21.21%
East Sussex +12 22 £32,500 -18.75%
Oxfordshire +1 20 £55,500 +5.71%
Manchester -5 19 £42,500 -39.28% 2
Berkshire +9 18 £57,500 +4.54%
West Midlands -42 18 £50,000 -9.09% 1
Bradford 0 17 £80,000 +3.89%
South West -22 15 £53,750 +37.78% 3
Cheshire +43 13 £57,500 - 1
Milton Keynes +12 13 - -
Buckinghamshire +1 13 - - 1
West Sussex +30 12 £51,250 +7.89% 1
Cambridge +22 12 £55,500 -
Hertfordshire +17 12 £60,000 +71.42%
Cambridgeshire 0 12 £55,500 +23.33%
Epsom - 12 £70,000 -
Henley-on-Thames - 11 £57,500 -
North East +13 9 £37,000 -17.77% 1

Data Integration
Top 30 Related IT Skills

For the 6 months to 25 September 2016, 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.

1 556 (45.80%) SQL
2 488 (40.20%) ETL
3 448 (36.90%) Business Intelligence
4 413 (34.02%) SQL Server
5 388 (31.96%) Data Warehouse
6 382 (31.47%) Finance
7 295 (24.30%) Oracle
8 292 (24.05%) Agile Software Development
9 280 (23.06%) Data Modelling
10 278 (22.90%) Data Management
11 268 (22.08%) SQL Server Integration Services
12 263 (21.66%) Analytics
13 239 (19.69%) Microsoft
14 208 (17.13%) Analytical Skills
15 193 (15.90%) Degree
16 185 (15.24%) SOA
17 181 (14.91%) SQL Server Reporting Services
18 180 (14.83%) Data Quality
19 173 (14.25%) Big Data
20 172 (14.17%) .NET
21 161 (13.26%) T-SQL
21 161 (13.26%) Data Architecture
22 157 (12.93%) Java
23 146 (12.03%) C#
24 145 (11.94%) XML
25 142 (11.70%) Master Data Management
26 137 (11.29%) Web Services
26 137 (11.29%) MS Excel
27 134 (11.04%) Computer Science
28 132 (10.87%) Relational Database

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 64 (5.27%) Apache Spark
2 53 (4.37%) SharePoint
3 46 (3.79%) IIS
4 37 (3.05%) WebSphere
5 33 (2.72%) CMS
6 29 (2.39%) Confluence
7 28 (2.31%) Apache
7 28 (2.31%) WebLogic
8 26 (2.14%) SAS
9 24 (1.98%) JBoss
10 16 (1.32%) Tomcat
11 15 (1.24%) BizTalk Server
12 11 (0.91%) Elasticsearch
13 10 (0.82%) WildFly
14 7 (0.58%) Orchard CMS
15 6 (0.49%) Adobe Experience Manager
15 6 (0.49%) Oracle Service Bus
15 6 (0.49%) WordPress
16 5 (0.41%) Apache Pig
16 5 (0.41%) Mule
Applications
1 137 (11.29%) MS Excel
2 24 (1.98%) MS Office
3 13 (1.07%) MS Project
4 5 (0.41%) MS Visio
5 4 (0.33%) MS PowerPoint
6 3 (0.25%) Spreadsheet
7 2 (0.16%) Mathematica
8 1 (0.082%) Gliffy
8 1 (0.082%) OmniGraffle
8 1 (0.082%) SPSS
Business Applications
1 36 (2.97%) Dynamics CRM
2 13 (1.07%) Maximo
3 12 (0.99%) Oracle EBS
4 10 (0.82%) HFM
4 10 (0.82%) Sentinel
5 6 (0.49%) Eloqua
5 6 (0.49%) Salesforce.com CRM
6 5 (0.41%) Oracle EBS R12
7 4 (0.33%) SAP BPC
8 3 (0.25%) Cognos TM1
8 3 (0.25%) Dynamics AX
8 3 (0.25%) Hyperion Planning
8 3 (0.25%) Oracle 11i
8 3 (0.25%) Oracle Financials
8 3 (0.25%) SAP Retail
9 2 (0.16%) Cognos Business Intelligence
9 2 (0.16%) Dynamics NAV
9 2 (0.16%) FastStats
9 2 (0.16%) Oracle ERP
9 2 (0.16%) Oracle Retail
Cloud Services
1 48 (3.95%) SaaS
2 42 (3.46%) Amazon AWS
3 40 (3.29%) Microsoft Azure
4 13 (1.07%) Amazon EC2
5 8 (0.66%) Office 365
6 6 (0.49%) Force.com
6 6 (0.49%) GitHub
6 6 (0.49%) Google Analytics
7 5 (0.41%) Cloud Computing
8 4 (0.33%) Google Apps
8 4 (0.33%) Mimecast
8 4 (0.33%) PaaS
9 3 (0.25%) Bluemix
9 3 (0.25%) IBM Cloud
10 2 (0.16%) Amazon EMR
10 2 (0.16%) Amazon Kinesis
10 2 (0.16%) Amazon S3
10 2 (0.16%) Google Cloud Platform
11 1 (0.082%) IaaS
11 1 (0.082%) Lucidchart
Communications & Networking
1 36 (2.97%) Internet
2 8 (0.66%) TCP/IP
3 5 (0.41%) DHCP
4 4 (0.33%) DNS
4 4 (0.33%) Intranet
5 3 (0.25%) HTTP
5 3 (0.25%) LAN
5 3 (0.25%) WAN
6 2 (0.16%) Firewall
6 2 (0.16%) FTP
7 1 (0.082%) Asterisk PBX
7 1 (0.082%) DSL
7 1 (0.082%) HTTPS
7 1 (0.082%) Network Security
7 1 (0.082%) PABX
7 1 (0.082%) SAN
7 1 (0.082%) Unified Communications
7 1 (0.082%) VLAN
7 1 (0.082%) VoIP
7 1 (0.082%) Wireless
Database & Business Intelligence
1 413 (34.02%) SQL Server
2 388 (31.96%) Data Warehouse
3 268 (22.08%) SQL Server Integration Services
4 181 (14.91%) SQL Server Reporting Services
5 173 (14.25%) Big Data
6 132 (10.87%) Relational Database
7 129 (10.63%) SQL Server Analysis Services
8 100 (8.24%) Hadoop
9 84 (6.92%) MySQL
10 75 (6.18%) SQL Server 2012
11 72 (5.93%) Oracle ODI
12 66 (5.44%) Oracle Database
13 60 (4.94%) BusinessObjects
14 59 (4.86%) NoSQL
15 57 (4.70%) OLAP
16 55 (4.53%) Data Mining
17 50 (4.12%) QlikView
17 50 (4.12%) SQL Server 2008
18 45 (3.71%) RDBMS
18 45 (3.71%) SQL Server 2014
Development Applications
1 61 (5.02%) JIRA
2 39 (3.21%) Visual Studio
3 32 (2.64%) Talend Open Studio
4 28 (2.31%) Team Foundation Server
5 19 (1.57%) Selenium
6 18 (1.48%) ERwin
7 15 (1.24%) Git (software)
8 12 (0.99%) Cucumber
9 9 (0.74%) Vagrant
10 8 (0.66%) HP UFT
11 7 (0.58%) FxCop
11 7 (0.58%) Subversion
12 5 (0.41%) MSTest
12 5 (0.41%) Phabricator
13 4 (0.33%) FitNesse
13 4 (0.33%) JBehave
13 4 (0.33%) Jenkins
13 4 (0.33%) RSpec
13 4 (0.33%) SQL Server Management Studio (SSMS)
14 3 (0.25%) Atlassian Bamboo
General
1 382 (31.47%) Finance
2 108 (8.90%) Banking
3 69 (5.68%) Marketing
4 53 (4.37%) Investment Banking
5 52 (4.28%) Retail
6 27 (2.22%) Financial Institution
7 20 (1.65%) Legal
8 18 (1.48%) Advertising
9 16 (1.32%) Law
10 14 (1.15%) Telecoms
11 11 (0.91%) Publishing
12 10 (0.82%) Back Office
13 9 (0.74%) Retail Banking
14 7 (0.58%) Automotive
14 7 (0.58%) Manufacturing
14 7 (0.58%) Pharmaceutical
15 5 (0.41%) Billing
16 4 (0.33%) Front Office
17 3 (0.25%) Aerospace
17 3 (0.25%) Games
Job Titles
1 452 (37.23%) Developer
2 270 (22.24%) Architect
3 165 (13.59%) Data Architect
4 157 (12.93%) Analyst
5 125 (10.30%) SQL Developer
6 90 (7.41%) Business Intelligence Developer
7 88 (7.25%) ETL Developer
8 76 (6.26%) Solutions Architect
9 72 (5.93%) Consultant
9 72 (5.93%) SQL Server Developer
10 67 (5.52%) .NET Developer
11 65 (5.35%) Senior Developer
12 64 (5.27%) SSIS Developer
13 62 (5.11%) Java Developer
14 53 (4.37%) Lead Developer
15 51 (4.20%) Data Manager
16 47 (3.87%) Data Analyst
17 42 (3.46%) ETL Architect
18 41 (3.38%) Data Integration Manager
18 41 (3.38%) Integration Manager
Libraries, Frameworks & Software Standards
1 172 (14.17%) .NET
2 145 (11.94%) XML
3 137 (11.29%) Web Services
4 93 (7.66%) HTML
5 85 (7.00%) CSS
6 83 (6.84%) jQuery
7 78 (6.43%) SOAP
8 70 (5.77%) Middleware
9 65 (5.35%) Oracle Fusion
10 59 (4.86%) Node.js
11 58 (4.78%) Spring
12 51 (4.20%) .NET Framework
12 51 (4.20%) RESTful
13 40 (3.29%) ASP.NET
14 38 (3.13%) AngularJS
15 36 (2.97%) Twitter Bootstrap
16 35 (2.88%) JSON
17 34 (2.80%) Oracle GoldenGate
18 33 (2.72%) REST
19 27 (2.22%) Java EE
Miscellaneous
1 208 (17.13%) Analytical Skills
2 134 (11.04%) Computer Science
3 121 (9.97%) Management Information System
4 63 (5.19%) Visualisation
5 51 (4.20%) Data Structures
6 41 (3.38%) Enterprise Software
7 26 (2.14%) iPad
8 23 (1.89%) NHS
9 21 (1.73%) Foreign Exchange (FX)
9 21 (1.73%) Mathematics
10 19 (1.57%) Data Conversion
10 19 (1.57%) Statistics
11 18 (1.48%) Algorithms
12 17 (1.40%) Replication
13 16 (1.32%) Clustering
13 16 (1.32%) Taxonomies
13 16 (1.32%) Virtual Team
14 14 (1.15%) Fintech
15 13 (1.07%) Reference Data
16 12 (0.99%) Mobile App
Operating Systems
1 67 (5.52%) Linux
2 65 (5.35%) Unix
3 59 (4.86%) Windows
4 21 (1.73%) Windows Server
5 11 (0.91%) CentOS
6 10 (0.82%) Ubuntu
7 6 (0.49%) Solaris
8 5 (0.41%) Android
8 5 (0.41%) Debian
9 4 (0.33%) Apple iOS
10 1 (0.082%) AIX
10 1 (0.082%) Mac OS
10 1 (0.082%) Mac OS X
10 1 (0.082%) Red Hat Enterprise Linux
10 1 (0.082%) Windows Server 2008
10 1 (0.082%) Windows Server 2012
Processes & Methodologies
1 488 (40.20%) ETL
2 448 (36.90%) Business Intelligence
3 292 (24.05%) Agile Software Development
4 280 (23.06%) Data Modelling
5 278 (22.90%) Data Management
6 263 (21.66%) Analytics
7 185 (15.24%) SOA
8 161 (13.26%) Data Architecture
9 142 (11.70%) Master Data Management
10 125 (10.30%) SDLC
11 120 (9.88%) Mentoring
12 112 (9.23%) Migration
12 112 (9.23%) Stakeholder Management
13 108 (8.90%) Project Management
14 107 (8.81%) Data Governance
15 99 (8.15%) CRM
16 97 (7.99%) Scrum
17 91 (7.50%) TOGAF
18 87 (7.17%) ITIL
19 86 (7.08%) Continuous Improvement
Programming Languages
1 556 (45.80%) SQL
2 161 (13.26%) T-SQL
3 157 (12.93%) Java
4 146 (12.03%) C#
5 131 (10.79%) JavaScript
6 70 (5.77%) Python
7 52 (4.28%) PL/SQL
8 38 (3.13%) Perl
9 36 (2.97%) Scala
10 30 (2.47%) PHP
11 22 (1.81%) R
12 21 (1.73%) Shell Script
13 18 (1.48%) VB.NET
14 16 (1.32%) C
15 15 (1.24%) Data Analysis Expressions (DAX)
16 14 (1.15%) Ruby
17 10 (0.82%) Groovy
17 10 (0.82%) Lua
17 10 (0.82%) VBA
18 9 (0.74%) VB
Qualifications
1 193 (15.90%) Degree
2 22 (1.81%) ITIL Foundation Certificate
3 18 (1.48%) Security Cleared
4 14 (1.15%) SC Cleared
5 13 (1.07%) PRINCE2 Practitioner
6 11 (0.91%) SAS Certification
7 10 (0.82%) DV Cleared
8 7 (0.58%) ACCA
8 7 (0.58%) CIMA
9 6 (0.49%) ISTQB
9 6 (0.49%) PhD
9 6 (0.49%) PMI Certification
10 5 (0.41%) ISEB
10 5 (0.41%) ISTQB Foundation Certification
10 5 (0.41%) ITIL Certification
10 5 (0.41%) Oracle Certification
10 5 (0.41%) Postgraduate
11 3 (0.25%) PMP
12 2 (0.16%) IBM Certification
13 1 (0.082%) PRINCE2 Certification
Quality Assurance & Compliance
1 180 (14.83%) Data Quality
2 35 (2.88%) QA
3 20 (1.65%) SLA
4 11 (0.91%) Sarbanes-Oxley
5 9 (0.74%) Solvency II
6 8 (0.66%) HL7
7 4 (0.33%) Dodd-Frank
8 3 (0.25%) Basel III
8 3 (0.25%) GxP
9 2 (0.16%) FATCA
9 2 (0.16%) PCI DSS
10 1 (0.082%) DICOM
10 1 (0.082%) EMIR
10 1 (0.082%) ISO/IEC 27001
10 1 (0.082%) MiFID
10 1 (0.082%) TARGET2
System Software
1 18 (1.48%) Apache Flume
2 6 (0.49%) Docker
3 4 (0.33%) HDFS
4 3 (0.25%) Cronacle
5 2 (0.16%) Apache ZooKeeper
5 2 (0.16%) Firmware
5 2 (0.16%) GridGain
6 1 (0.082%) Active Directory
6 1 (0.082%) KVM
6 1 (0.082%) Tivoli Workload Scheduler
6 1 (0.082%) Virtual Machines
6 1 (0.082%) VirtualBox
6 1 (0.082%) vSphere
Systems Management
1 14 (1.15%) Control-M
2 9 (0.74%) Puppet
3 6 (0.49%) Opscode Chef
4 5 (0.41%) Salt
5 4 (0.33%) Oozie
5 4 (0.33%) SCCM
6 1 (0.082%) HP Quality Center
6 1 (0.082%) Jitterbit
6 1 (0.082%) MOM
6 1 (0.082%) Tivoli
Vendors
1 295 (24.30%) Oracle
2 239 (19.69%) Microsoft
3 119 (9.80%) Informatica
4 89 (7.33%) IBM
5 79 (6.51%) Tableau
6 56 (4.61%) SAP
7 51 (4.20%) Salesforce.com
8 35 (2.88%) Casewise
9 32 (2.64%) Netezza
9 32 (2.64%) Talend
10 31 (2.55%) Teradata
11 28 (2.31%) Cognos
12 27 (2.22%) MicroStrategy
13 21 (1.73%) Cloudera
14 19 (1.57%) MuleSoft
15 18 (1.48%) Software AG
16 16 (1.32%) EXASOL
16 16 (1.32%) Hyperion
17 15 (1.24%) Google
18 14 (1.15%) Ab Initio
Newcastle Upon Tyne, Tyne and Wear
Spring Technology
Salary: £35000 - £45000 per annum + + Benefits
Posted: Yesterday
London
Technology People UK
Salary: From £80,000 to £90,000 per annum + Bonus
Posted: 2 days ago
London
Ifftner Solutions
Posted: 2 days ago
Corby, Midlands
RS Components
Salary: Competitive Salary
Posted: 2 days ago
Chorley, Lancashire
Circle Recruitment
Salary: £35000 - £40000 per annum + Benefits
Posted: 3 days ago
Leeds, West Yorkshire
onezeero.
Salary: £45000 - £50000 per annum
Posted: 4 days ago
London
Codex
Salary: From £40,000 to £65,000 per annum
Posted: 5 days ago
Bristol
University of Bristol
Salary: £35,609 - £40,082 per annum
Posted: 5 days ago
Preston, Lancashire
Service Care Solutions Recruitment
Salary: From £32,000 to £45,000 per annum Pension, Childcare, Apple & Microsof
Posted: 4 days ago
Preston, Lancashire
HAYS INFORMATION TECHNOLOGY
Salary: £35000.00 - £45000.00 per annum + fantastic pension and benefits
Posted: 4 days ago
Hampshire
Arden Resourcing Limited
Salary: £28000.00 - £33000.00 per annum + Benefits
Posted: 4 days ago
West London
Client Server
Salary: £90k to £120k + bonus + benefits
Posted: 4 days ago
Crawley, West Sussex
Sanderson
Salary: £75000 per annum
Posted: 4 days ago
Bingley, West Yorkshire
The Bridge Ltd
Salary: Annual Bonus, 33 days Holiday, Cont Pension, Life Assurance
Posted: 5 days ago
City, London
Miller Maxwell Ltd
Salary: From £30,000 to £40,000 per annum + Excellent package
Posted: 3 days ago
London
Nicoll Curtin
Salary: £55000.00 - £79000.00 per annum + Bens
Posted: 3 days ago
London
Twenty Recruitment Group
Salary: £65000.00 - £75000 per annum + Benefits + Discretionary Bonus
Posted: 2 days ago
Greater Manchester
Recital Consulting
Salary: £35000 Per Annum
Posted: Yesterday
London
Venturi
Salary: £70000 - £80000 per annum + Bonus + Benefits
Posted: 4 days ago
City, London
Cadence Resourcing
Salary: £80000 - £90000 per annum + Benefits
Posted: 4 days ago
London
BAE Systems Applied Intelligence Ltd
Salary: Competitive
Posted: 8 days ago
Egham, Surrey
Spargonet Consulting Plc
Salary: £60000 - £65000 per annum, Benefits Excellent Benefits
Posted: 6 days ago
Cheshire
Robert Walters UK
Salary: £40000 - £50000 per annum
Posted: 13 days ago
Bedford, Bedfordshire
TGS
Posted: Yesterday
Glasgow
Cathcart Associates
Salary: £35000 - £50000 per annum + Benefits
Posted: 17 days ago
Stirling, Stirlingshire
PRUDENTIAL
Posted: 8 days ago
London
Experis Ltd
Salary: £80000.00 per annum
Posted: 3 days ago
UK
Wipro
Posted: 13 days ago
Preston, Lancashire
Mortimer Spinks
Salary: £25000 - £40000 per annum
Posted: 5 days ago
UK, Germany, Belgium
Johnson & Johnson / Janssen Pharmaceutica
Salary: Competitive
Posted: 12 days ago