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 2 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
2 Dec 2016
Same period 2015 Same period 2014
Data Integration
Rank 446 397 436
Rank change year-on-year
-49 +39
Permanent jobs citing Data Integration 537 811 749
As % of all permanent IT jobs located in the UK 0.59% 0.75% 0.65%
As % of the Miscellaneous category 1.45% 1.76% 1.62%
Number of salaries quoted 452 637 599
Median salary £57,500 £55,000 £55,000
Median salary % change year-on-year
+4.54% -
90% offered a salary of more than £32,500 £37,500 £35,000
10% offered a salary of more than £80,000 £82,500 £75,000
UK excluding London median salary £50,000 £49,411 £55,000
% change year-on-year
+1.19% -10.16%

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
36921 46066 46305
As % of all permanent IT jobs located in the UK 40.56% 42.52% 40.19%
Number of salaries quoted 30093 36746 37383
Median salary £50,000 £50,000 £47,500
Median salary % change year-on-year
- +5.26%
90% offered a salary of more than £29,250 £29,252 £27,500
10% offered a salary of more than £80,000 £75,000 £80,000
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

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 2 December 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 2 December 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 -41 497 £57,500 +4.54% 59
London -3 267 £65,000 -7.14% 25
South East -50 67 £38,500 -26.66% 10
City of London +24 45 £68,750 -6.77% 7
Yorkshire +23 37 £50,000 +17.64% 3
West Yorkshire +35 33 £50,000 +33.33% 3
East of England 0 29 £56,000 +24.44% 7
North West -13 29 £37,500 -16.66% 8
Leeds +40 28 £50,000 -4.76% 3
South West +9 27 £38,750 -8.28% 3
Scotland +17 23 £47,500 +9.06% 2
West Midlands -19 20 £60,000 +9.09% 3
Gloucestershire -11 17 £32,500 -45.83% 1
Berkshire -2 15 £65,000 +18.18% 2
Glasgow +19 14 £55,000 +10.00%
Lancashire +5 13 £32,500 -18.75% 1
East Sussex +29 12 £32,500 -23.52%
Brighton +28 11 £32,500 -23.52%
Bedfordshire +10 11 £49,500 -15.02% 3
Luton -6 11 £49,500 -8.33% 3
Birmingham -9 11 £60,000 +19.40%
Hertfordshire -3 10 £60,000 -7.69%
Hampshire -14 10 £31,500 -42.72% 1
Manchester -24 10 £52,500 +16.66%
Preston - 10 £32,500 - 1
Oxfordshire -2 9 £28,500 -50.86% 3
Wales +5 8 £35,000 +7.69% 1
Surrey +10 7 £70,000 +77.21% 2
East Midlands -6 7 £53,000 +6.00%
West Sussex +20 6 £61,000 +25.12%

Data Integration
Top 30 Related IT Skills

For the 6 months to 2 December 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.

1 522 (44.77%) SQL
2 461 (39.54%) ETL
3 402 (34.48%) Business Intelligence
4 364 (31.22%) Data Warehouse
5 359 (30.79%) Finance
6 344 (29.50%) SQL Server
7 274 (23.50%) Agile Software Development
7 274 (23.50%) Data Management
8 261 (22.38%) Data Modelling
9 251 (21.53%) Analytics
10 233 (19.98%) Oracle
11 225 (19.30%) Microsoft
12 221 (18.95%) SQL Server Integration Services
13 194 (16.64%) Data Quality
14 193 (16.55%) Big Data
15 180 (15.44%) Analytical Skills
16 179 (15.35%) Degree
17 171 (14.67%) Data Architecture
18 163 (13.98%) Java
19 157 (13.46%) SOA
20 150 (12.86%) Web Services
21 144 (12.35%) XML
22 141 (12.09%) Relational Database
23 135 (11.58%) Master Data Management
24 124 (10.63%) T-SQL
25 123 (10.55%) Computer Science
26 120 (10.29%) .NET
27 119 (10.21%) C#
27 119 (10.21%) CRM
27 119 (10.21%) 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 76 (6.52%) Apache Spark
2 55 (4.72%) SharePoint
3 50 (4.29%) Oracle SOA Suite
4 36 (3.09%) Apache
5 34 (2.92%) WebSphere
6 30 (2.57%) SAS
7 28 (2.40%) WebLogic
8 23 (1.97%) CMS
9 22 (1.89%) Confluence
10 20 (1.72%) IIS
11 19 (1.63%) JBoss
12 16 (1.37%) BizTalk Server
13 15 (1.29%) Tomcat
14 13 (1.11%) Adobe Experience Manager
15 11 (0.94%) Oracle Service Bus
16 10 (0.86%) WordPress
17 9 (0.77%) Elasticsearch
18 8 (0.69%) GlassFish
19 7 (0.60%) Alfresco
19 7 (0.60%) Apache Pig
Applications
1 109 (9.35%) MS Excel
2 23 (1.97%) MS Office
3 19 (1.63%) MS Project
4 11 (0.94%) MS Visio
5 3 (0.26%) Spreadsheet
6 2 (0.17%) Gliffy
6 2 (0.17%) Mathematica
6 2 (0.17%) MS PowerPoint
6 2 (0.17%) OmniGraffle
7 1 (0.086%) SPSS
Business Applications
1 46 (3.95%) Dynamics CRM
2 12 (1.03%) Maximo
3 11 (0.94%) Oracle EBS
4 10 (0.86%) Sentinel
5 8 (0.69%) Oracle EBS R12
6 6 (0.51%) Eloqua
6 6 (0.51%) Salesforce.com CRM
7 4 (0.34%) Dynamics AX
7 4 (0.34%) HFM
7 4 (0.34%) Hyperion Planning
7 4 (0.34%) Oracle Applications
7 4 (0.34%) SAP BPC
7 4 (0.34%) SAP Oil and Gas
7 4 (0.34%) SAP Retail
7 4 (0.34%) Unit4 Business World
8 3 (0.26%) Oracle 11i
9 2 (0.17%) Cognos Business Intelligence
9 2 (0.17%) Dynamics NAV
9 2 (0.17%) FastStats
9 2 (0.17%) Oracle ERP
Cloud Services
1 73 (6.26%) Microsoft Azure
2 70 (6.00%) Amazon AWS
3 59 (5.06%) SaaS
4 14 (1.20%) PaaS
5 9 (0.77%) GitHub
6 8 (0.69%) Amazon EC2
7 7 (0.60%) Office 365
8 6 (0.51%) Cloud Computing
9 4 (0.34%) G Suite
10 3 (0.26%) Bluemix
10 3 (0.26%) Google Analytics
10 3 (0.26%) IBM Cloud
11 2 (0.17%) Adobe Analytics
11 2 (0.17%) Heroku
11 2 (0.17%) IaaS
11 2 (0.17%) Lucidchart
11 2 (0.17%) OpenShift
12 1 (0.086%) Amazon EMR
12 1 (0.086%) Amazon S3
12 1 (0.086%) Azure Machine Learning
Communications & Networking
1 29 (2.49%) Internet
2 10 (0.86%) TCP/IP
3 6 (0.51%) FTP
4 5 (0.43%) HTTP
4 5 (0.43%) Intranet
5 4 (0.34%) DHCP
6 3 (0.26%) DNS
6 3 (0.26%) LAN
6 3 (0.26%) SMTP
6 3 (0.26%) SWIFTNet
6 3 (0.26%) WAN
7 1 (0.086%) DSL
7 1 (0.086%) Firewall
7 1 (0.086%) HTTPS
7 1 (0.086%) Network Security
7 1 (0.086%) PPP
7 1 (0.086%) SAN
7 1 (0.086%) Unified Communications
Database & Business Intelligence
1 364 (31.22%) Data Warehouse
2 344 (29.50%) SQL Server
3 221 (18.95%) SQL Server Integration Services
4 193 (16.55%) Big Data
5 141 (12.09%) Relational Database
6 119 (10.21%) SQL Server Reporting Services
7 111 (9.52%) SQL Server Analysis Services
8 104 (8.92%) Hadoop
9 84 (7.20%) MySQL
10 70 (6.00%) NoSQL
11 66 (5.66%) Oracle Database
12 65 (5.57%) BusinessObjects
13 60 (5.15%) RDBMS
14 57 (4.89%) QlikView
15 56 (4.80%) OLAP
16 53 (4.55%) SQL Server 2012
17 45 (3.86%) GIS
18 42 (3.60%) Oracle BI EE
19 40 (3.43%) Data Mining
20 39 (3.34%) Star Schema
Development Applications
1 53 (4.55%) JIRA
2 51 (4.37%) Talend Open Studio
3 35 (3.00%) Visual Studio
4 26 (2.23%) Team Foundation Server
5 22 (1.89%) ERwin
6 20 (1.72%) Git (software)
7 12 (1.03%) Selenium
8 9 (0.77%) Vagrant
9 8 (0.69%) Subversion
10 7 (0.60%) Cucumber
11 6 (0.51%) Jenkins
12 5 (0.43%) Phabricator
13 4 (0.34%) FitNesse
13 4 (0.34%) JBehave
13 4 (0.34%) MagicDraw
13 4 (0.34%) MSTest
13 4 (0.34%) RSpec
14 3 (0.26%) JMeter
14 3 (0.26%) Maven
14 3 (0.26%) Toad
General
1 359 (30.79%) Finance
2 88 (7.55%) Banking
3 79 (6.78%) Marketing
4 78 (6.69%) Retail
5 38 (3.26%) Investment Banking
6 37 (3.17%) Financial Institution
7 36 (3.09%) Legal
8 31 (2.66%) Advertising
9 15 (1.29%) Telecoms
10 13 (1.11%) Back Office
11 10 (0.86%) Law
12 9 (0.77%) Pharmaceutical
13 8 (0.69%) Manufacturing
14 7 (0.60%) Automotive
15 6 (0.51%) Front Office
15 6 (0.51%) Retail Banking
16 5 (0.43%) Publishing
17 4 (0.34%) Billing
17 4 (0.34%) Electronics
17 4 (0.34%) General Ledger
Job Titles
1 388 (33.28%) Developer
2 309 (26.50%) Architect
3 180 (15.44%) Data Architect
4 141 (12.09%) Analyst
5 99 (8.49%) SQL Developer
6 98 (8.40%) Solutions Architect
7 86 (7.38%) Business Intelligence Developer
8 73 (6.26%) Senior Developer
9 71 (6.09%) Consultant
10 70 (6.00%) ETL Developer
11 57 (4.89%) SQL Server Developer
12 51 (4.37%) Integration Architect
13 50 (4.29%) Java Developer
14 49 (4.20%) ETL Architect
15 40 (3.43%) Business Intelligence Manager
15 40 (3.43%) Lead Developer
16 39 (3.34%) SOA Architect
17 37 (3.17%) Data Analyst
18 36 (3.09%) Business Analyst
19 30 (2.57%) .NET Developer
Libraries, Frameworks & Software Standards
1 150 (12.86%) Web Services
2 144 (12.35%) XML
3 120 (10.29%) .NET
4 70 (6.00%) HTML
5 67 (5.75%) SOAP
6 49 (4.20%) CSS
7 48 (4.12%) Middleware
7 48 (4.12%) Spring
8 42 (3.60%) Node.js
9 41 (3.52%) jQuery
9 41 (3.52%) Oracle Fusion
9 41 (3.52%) REST
9 41 (3.52%) RESTful
10 36 (3.09%) JSON
11 24 (2.06%) ASP.NET
12 22 (1.89%) AngularJS
13 21 (1.80%) Twitter Bootstrap
14 20 (1.72%) Java EE
15 18 (1.54%) Ajax
15 18 (1.54%) HTML5
Miscellaneous
1 180 (15.44%) Analytical Skills
2 123 (10.55%) Computer Science
3 92 (7.89%) Management Information System
4 79 (6.78%) Visualisation
5 49 (4.20%) Data Structures
6 38 (3.26%) Enterprise Software
7 34 (2.92%) Mathematics
8 33 (2.83%) NHS
9 30 (2.57%) iPad
10 27 (2.32%) Fintech
11 21 (1.80%) Reference Data
11 21 (1.80%) Taxonomies
12 18 (1.54%) Algorithms
13 17 (1.46%) Statistics
14 15 (1.29%) Foreign Exchange (FX)
14 15 (1.29%) SWIFT
15 14 (1.20%) Economics
16 13 (1.11%) Ontologies
17 10 (0.86%) Data Extraction
17 10 (0.86%) Telematics
Operating Systems
1 68 (5.83%) Linux
2 58 (4.97%) Unix
3 47 (4.03%) Windows
4 25 (2.14%) Windows Server
5 11 (0.94%) Solaris
6 6 (0.51%) CentOS
6 6 (0.51%) Ubuntu
7 5 (0.43%) Android
7 5 (0.43%) Debian
8 4 (0.34%) Apple iOS
9 2 (0.17%) Mac OS
10 1 (0.086%) AIX
10 1 (0.086%) Mac OS X
10 1 (0.086%) Red Hat Enterprise Linux
10 1 (0.086%) Windows Server 2008
10 1 (0.086%) Windows Server 2012
Processes & Methodologies
1 461 (39.54%) ETL
2 402 (34.48%) Business Intelligence
3 274 (23.50%) Agile Software Development
3 274 (23.50%) Data Management
4 261 (22.38%) Data Modelling
5 251 (21.53%) Analytics
6 171 (14.67%) Data Architecture
7 157 (13.46%) SOA
8 135 (11.58%) Master Data Management
9 119 (10.21%) CRM
10 115 (9.86%) Migration
10 115 (9.86%) SDLC
10 115 (9.86%) Stakeholder Management
11 113 (9.69%) Project Management
12 107 (9.18%) Mentoring
13 88 (7.55%) Data Migration
14 85 (7.29%) Business Analysis
15 81 (6.95%) Data Analysis
16 80 (6.86%) TOGAF
17 78 (6.69%) Scrum
Programming Languages
1 522 (44.77%) SQL
2 163 (13.98%) Java
3 124 (10.63%) T-SQL
4 119 (10.21%) C#
5 84 (7.20%) JavaScript
6 60 (5.15%) Python
7 51 (4.37%) PL/SQL
8 37 (3.17%) Perl
8 37 (3.17%) Scala
9 36 (3.09%) PHP
10 24 (2.06%) C
11 20 (1.72%) C++
12 19 (1.63%) Shell Script
13 15 (1.29%) Data Analysis Expressions (DAX)
14 13 (1.11%) VBA
15 12 (1.03%) R
16 11 (0.94%) Ruby
17 10 (0.86%) Groovy
17 10 (0.86%) Lua
17 10 (0.86%) VB.NET
Qualifications
1 179 (15.35%) Degree
2 20 (1.72%) ITIL Foundation Certificate
3 17 (1.46%) PRINCE2 Practitioner
4 12 (1.03%) Security Cleared
5 10 (0.86%) SAS Certification
5 10 (0.86%) SC Cleared
6 9 (0.77%) DV Cleared
7 7 (0.60%) PhD
8 6 (0.51%) Postgraduate
9 4 (0.34%) Microsoft Certification
9 4 (0.34%) Oracle Certification
10 3 (0.26%) ISTQB
11 2 (0.17%) APMP
11 2 (0.17%) ISEB
11 2 (0.17%) ISTQB Foundation Certification
11 2 (0.17%) ITIL Certification
11 2 (0.17%) MCITP
11 2 (0.17%) MCSA
11 2 (0.17%) MCSE
12 1 (0.086%) PMI Certification
Quality Assurance & Compliance
1 194 (16.64%) Data Quality
2 31 (2.66%) QA
2 31 (2.66%) SLA
3 10 (0.86%) Solvency II
4 6 (0.51%) HL7
5 4 (0.34%) Dodd-Frank
5 4 (0.34%) ISO20022
5 4 (0.34%) Sarbanes-Oxley
6 3 (0.26%) Basel III
6 3 (0.26%) GxP
7 2 (0.17%) EMIR
7 2 (0.17%) MiFID
7 2 (0.17%) PCI DSS
8 1 (0.086%) TARGET2
System Software
1 14 (1.20%) Apache Flume
2 9 (0.77%) HDFS
3 6 (0.51%) Docker
4 4 (0.34%) Oracle RAC
5 2 (0.17%) Apache ZooKeeper
5 2 (0.17%) GridGain
6 1 (0.086%) Active Directory
6 1 (0.086%) Cronacle
6 1 (0.086%) Tivoli Workload Scheduler
6 1 (0.086%) Virtual Machines
6 1 (0.086%) vSphere
Systems Management
1 14 (1.20%) Control-M
2 9 (0.77%) Puppet
3 6 (0.51%) Opscode Chef
4 5 (0.43%) Salt
5 4 (0.34%) Oozie
5 4 (0.34%) Oracle RMAN
6 1 (0.086%) DBAmp
6 1 (0.086%) Hadoop YARN
6 1 (0.086%) HP Quality Center
6 1 (0.086%) Tivoli
Vendors
1 233 (19.98%) Oracle
2 225 (19.30%) Microsoft
3 104 (8.92%) Informatica
4 81 (6.95%) Tableau
5 74 (6.35%) IBM
6 64 (5.49%) SAP
7 51 (4.37%) Talend
8 42 (3.60%) Salesforce.com
9 36 (3.09%) Teradata
10 30 (2.57%) MuleSoft
11 22 (1.89%) Netezza
12 21 (1.80%) Cognos
12 21 (1.80%) MicroStrategy
13 20 (1.72%) Adobe
13 20 (1.72%) EXASOL
14 14 (1.20%) Cloudera
14 14 (1.20%) Google
15 13 (1.11%) Software AG
16 12 (1.03%) Splunk
17 11 (0.94%) Ab Initio
Leeds, West Yorkshire
Hotfoot Recruitment
Salary: Up to £45,000 per annum
Posted: Yesterday
North London
The Bridge Ltd
Salary: From £45,000 to £63,000 per annum Annual Bonus, Pension, Healthcare, S
Posted: 21 hours ago
London
Churchill Frank
Salary: Bonus, SAS Training & Perks
Posted: Yesterday
Milton Keynes, Buckinghamshire
IT Retail People Ltd
Salary: Unspecified Excellent Package, 28 days paid holiday
Posted: 18 hours ago
Leeds, West Yorkshire
ARC IT Recruitment Ltd
Salary: £62k package
Posted: 15 hours ago
Southampton, Hampshire
Spring Technology
Salary: £29301.00 - £36001.00 per annum + benefits
Posted: 16 hours ago
Sutton-London, SM2 5AS
Reed Business Information
Posted: Yesterday
London
onezeero.
Salary: competitive
Posted: 16 hours ago
London
Ampersand Consulting
Salary: £75000 per annum + Fantastic Benefits
Posted: Yesterday
City, London
Hays Finance Technology
Salary: £40000.00 - £60000.00 per annum
Posted: 2 days ago
South West London
Oscar
Salary: £85000 - £90000 per annum
Posted: Yesterday
City, London
Deerfoot IT Resources Ltd
Salary: £85000 - £95000 per annum + BONUS + BENS
Posted: Yesterday
City, London
ANSON MCCADE
Salary: £70 500 to £85 000 basic (+ superb package!!!)
Posted: 2 days ago
Warrington, Cheshire
Actis Recruitment.
Salary: From £30,000 to £35,000 per annum + bonus + bens
Posted: 3 days ago
Oxford, Oxfordshire
Corriculo
Salary: Up to £55,000 per annum + 10% Bonus + Benefits
Posted: 3 days ago
Kidlington, Oxfordshire
Haybrook IT Resourcing Ltd
Salary: Up to £65,000 per annum + bonus and excellent benefits
Posted: Yesterday
Kidlington, Oxfordshire
Haybrook IT Resourcing Ltd
Salary: Up to £55,000 per annum + bonus and excellent benefits
Posted: Yesterday
South West London
Nationwide People Ltd
Salary: £50000 - £60000 Per Annum + Bonus + Bens
Posted: 16 hours ago
Luton, Bedfordshire
JM
Salary: £50000 - £65000 per annum + car allowance, bonus
Posted: 15 hours ago
City, London
HomeServe Membership Limited
Posted: Yesterday
North London
The Bridge Ltd
Salary: From £45,000 to £63,000 per annum Pension, Healthcare, Season Ticket L
Posted: 3 days ago
Luton, Bedfordshire
Understanding Recruitment
Salary: £50000.00 - £55000.00 per annum + Benefits
Posted: 5 days ago
South West London
Total Recruitment Specialists Limited / TRG / Total recruitment group
Salary: £65000 - £75000 Per Annum
Posted: 14 hours ago
Bournemouth, Dorset
Evolution Recruitment Solutions
Salary: 20,000 - 30,000
Posted: 2 days ago
London
TechNet IT Recruitment (Permanent)
Posted: Yesterday
Kingston upon Thames
Talent Point
Salary: £35000.00 - £45000.00 per annum
Posted: 9 days ago
Newport, Gwent
Randstad Technologies
Salary: £50000.00 - £60000.00 per annum + Really great bens package
Posted: 3 days ago
London
Careerwise UK Limited
Salary: £85000 - £100000 per annum + bonus + benefits
Posted: Yesterday
Preston, Lancashire
Mortimer Spinks
Salary: £25000 - £30000 per annum
Posted: 2 days ago
Warrington
Hays Specialist Recruitment Ltd
Salary: £34000.00 - £38000.00 per annum
Posted: 8 days ago