Period
to 22 January 2018

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 6 months to 22 January 2018 with a comparison to the same period in the previous 2 years.

Data Integration
UK > England
6 months to
22 Jan 2018
Same period 2017 Same period 2016
Rank 432 453 407
Rank change year-on-year +21 -46 +55
Permanent jobs citing Data Integration 1,092 1,018 1,478
As % of all permanent IT jobs advertised in England 0.67% 0.62% 0.75%
As % of the Processes & Methodologies category 0.75% 0.69% 0.85%
Number of salaries quoted 837 869 1,217
England median annual salary £57,500 £57,500 £55,000
Median salary % change year-on-year - +4.55% -
10th Percentile £36,500 £31,250 £33,750
90th Percentile £87,500 £87,500 £86,250
UK median annual salary £57,500 £57,500 £55,000
% change year-on-year - +4.55% -

Data Integration is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in England with a requirement for process or methodology skills.

All Process and Methodology Skills
England
Permanent vacancies with a requirement for process or methodology skills 145,911 147,568 174,352
As % of all permanent IT jobs advertised in England 89.84% 89.55% 88.89%
Number of salaries quoted 118,420 122,856 146,011
England median annual salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26% +5.56%
10th Percentile £29,000 £28,500 £27,875
90th Percentile £81,250 £80,000 £77,500
UK median annual salary £50,000 £48,750 £47,500
% change year-on-year +2.56% +2.63% +5.56%

Data Integration
Job Vacancy Trend in England

Job postings citing Data Integration as a percentage of all IT jobs advertised in England.

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 6 months to 22 January 2018.

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 6 months to 22 January 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +22 577 £65,000 - 77
North of England +25 177 £52,500 +16.67% 14
South East +15 161 £55,000 +29.41% 22
North West +34 95 £55,000 +46.67% 11
Midlands +23 68 £70,000 +32.08% 2
Yorkshire +17 66 £50,000 +11.11% 1
South West +3 65 £46,250 +15.63% 6
West Midlands +20 51 £70,000 +19.15% 2
East of England -23 32 £60,000 +4.35% 6
East Midlands +15 17 £37,000 -26.00%
North East -20 10 £35,000 -22.22% 2
Data Integration
UK

For the 6 months to 22 January 2018, 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.

1 508 (46.52%) SQL
2 421 (38.55%) Business Intelligence
3 385 (35.26%) Data Warehouse
4 384 (35.16%) ETL
5 380 (34.80%) Analytics
6 352 (32.23%) Agile Software Development
7 339 (31.04%) Finance
8 306 (28.02%) SQL Server
9 291 (26.65%) Data Modelling
10 286 (26.19%) Oracle
11 273 (25.00%) Data Management
12 219 (20.05%) Microsoft
13 215 (19.69%) Data Quality
14 199 (18.22%) Java
15 198 (18.13%) Big Data
16 178 (16.30%) Web Services
17 167 (15.29%) Tableau
18 160 (14.65%) Analytical Skills
19 153 (14.01%) SQL Server Integration Services
20 149 (13.64%) Data Governance
21 134 (12.27%) Migration
22 133 (12.18%) Data Architecture
23 123 (11.26%) Master Data Management
24 122 (11.17%) Informatica
24 122 (11.17%) CRM
24 122 (11.17%) Banking
25 119 (10.90%) SQL Server Reporting Services
26 117 (10.71%) C#
26 117 (10.71%) Microsoft Azure
27 116 (10.62%) Stakeholder Management

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 80 (7.33%) SAS
2 62 (5.68%) Apache Spark
3 36 (3.30%) Apache
3 36 (3.30%) Tomcat
4 31 (2.84%) CMS
5 30 (2.75%) JBoss
6 26 (2.38%) SharePoint
7 24 (2.20%) WebLogic
8 23 (2.11%) WebSphere
9 18 (1.65%) Oracle SOA Suite
10 16 (1.47%) BizTalk Server
11 13 (1.19%) IIS
12 12 (1.10%) Elasticsearch
13 9 (0.82%) Anypoint
13 9 (0.82%) Apache Pig
14 8 (0.73%) Confluence
15 7 (0.64%) Oracle Service Bus
16 4 (0.37%) Apache Solr
17 3 (0.27%) DNN
17 3 (0.27%) WordPress
Applications
1 61 (5.59%) Microsoft Excel
2 17 (1.56%) Microsoft Office
2 17 (1.56%) SPSS
3 16 (1.47%) Microsoft PowerPoint
4 15 (1.37%) Photoshop
5 5 (0.46%) MS Visio
6 1 (0.092%) Acrobat
6 1 (0.092%) Microsoft Project
6 1 (0.092%) Stata
6 1 (0.092%) Weka
Business Applications
1 44 (4.03%) Dynamics CRM
2 12 (1.10%) Remedy ITSM
3 9 (0.82%) Eagle PACE
3 9 (0.82%) Eloqua
4 8 (0.73%) Dynamics AX
5 7 (0.64%) NetSuite
5 7 (0.64%) SAP APO
5 7 (0.64%) SAP ERP
5 7 (0.64%) SAP Hybris
6 6 (0.55%) Distributed Ledger
6 6 (0.55%) MetaTrader
6 6 (0.55%) SAP Retail
7 5 (0.46%) Salesforce.com CRM
8 4 (0.37%) Oracle EBS
8 4 (0.37%) Oracle Retail
8 4 (0.37%) SAP CAR
8 4 (0.37%) SAP POS DM
9 3 (0.27%) Oracle 11i
9 3 (0.27%) Oracle Payables
9 3 (0.27%) Oracle Receivables
Cloud Services
1 117 (10.71%) Microsoft Azure
2 96 (8.79%) Amazon AWS
3 45 (4.12%) Google Cloud Platform
4 38 (3.48%) SaaS
5 17 (1.56%) Dynamics 365
5 17 (1.56%) GitHub
6 15 (1.37%) Boomi
7 13 (1.19%) Amazon Kinesis
8 12 (1.10%) Amazon CloudWatch
8 12 (1.10%) AWS CloudFormation
9 10 (0.92%) PaaS
10 9 (0.82%) AtomSphere
11 8 (0.73%) Cloud Computing
12 7 (0.64%) IaaS
13 6 (0.55%) Adobe Creative Cloud
14 5 (0.46%) Amazon S3
14 5 (0.46%) iPaaS
15 4 (0.37%) Azure Data Factory
15 4 (0.37%) Cortana Intelligence Suite
16 3 (0.27%) Serverless
Communications & Networking
1 25 (2.29%) HTTP
2 21 (1.92%) Internet
2 21 (1.92%) Intranet
3 14 (1.28%) SMS
4 13 (1.19%) SSL
5 12 (1.10%) SNMP
6 7 (0.64%) FTP
7 4 (0.37%) VoIP
7 4 (0.37%) VPN
8 3 (0.27%) Kerberos
8 3 (0.27%) TCP/IP
9 2 (0.18%) AMQP
10 1 (0.092%) HTTPS
10 1 (0.092%) Network Security
10 1 (0.092%) SAN
10 1 (0.092%) VLAN
Database & Business Intelligence
1 385 (35.26%) Data Warehouse
2 306 (28.02%) SQL Server
3 198 (18.13%) Big Data
4 153 (14.01%) SQL Server Integration Services
5 119 (10.90%) SQL Server Reporting Services
6 113 (10.35%) Relational Database
7 112 (10.26%) Hadoop
8 78 (7.14%) QlikView
9 76 (6.96%) NoSQL
9 76 (6.96%) Power BI
9 76 (6.96%) SQL Server Analysis Services
10 75 (6.87%) BusinessObjects
10 75 (6.87%) MySQL
11 51 (4.67%) Oracle Database
12 43 (3.94%) Data Lake
12 43 (3.94%) RDBMS
13 39 (3.57%) HBase
14 38 (3.48%) OLAP
15 37 (3.39%) BigQuery
16 34 (3.11%) Star Schema
Development Applications
1 62 (5.68%) JIRA
2 36 (3.30%) Jenkins
3 32 (2.93%) Visual Studio
4 27 (2.47%) Git (software)
4 27 (2.47%) Team Foundation Server
5 25 (2.29%) Maven
6 21 (1.92%) JUnit
7 14 (1.28%) ERwin
8 12 (1.10%) Bitbucket
9 11 (1.01%) Mockito
9 11 (1.01%) Sonatype Nexus
10 10 (0.92%) Ant
11 9 (0.82%) Eclipse
12 7 (0.64%) Gradle
12 7 (0.64%) IntelliJ
13 6 (0.55%) Phabricator
14 4 (0.37%) JMeter
14 4 (0.37%) Selenium
15 3 (0.27%) Oracle APEX
15 3 (0.27%) Oracle Forms
General
1 339 (31.04%) Finance
2 122 (11.17%) Banking
3 96 (8.79%) Marketing
4 87 (7.97%) Retail
5 50 (4.58%) Investment Banking
6 47 (4.30%) Telecoms
7 43 (3.94%) Financial Institution
8 41 (3.75%) Advertising
9 39 (3.57%) Retail Banking
10 31 (2.84%) Front Office
11 30 (2.75%) Manufacturing
12 23 (2.11%) Publishing
13 19 (1.74%) Games
13 19 (1.74%) Legal
13 19 (1.74%) Pharmaceutical
14 15 (1.37%) Electronics
15 6 (0.55%) Back Office
16 5 (0.46%) Automotive
17 4 (0.37%) Law
18 2 (0.18%) Billing
Job Titles
1 294 (26.92%) Developer
2 291 (26.65%) Architect
3 180 (16.48%) Data Architect
4 125 (11.45%) Consultant
5 116 (10.62%) Analyst
6 76 (6.96%) Solutions Architect
7 60 (5.49%) SQL Developer
8 55 (5.04%) Business Intelligence Developer
9 48 (4.40%) Senior Developer
10 47 (4.30%) Data Consultant
11 46 (4.21%) Data Engineer
11 46 (4.21%) Java Developer
12 43 (3.94%) Data Analyst
13 41 (3.75%) Business Intelligence Architect
14 36 (3.30%) ETL Developer
15 34 (3.11%) Software Engineer
16 33 (3.02%) Senior Architect
17 32 (2.93%) Senior Software Engineer
18 31 (2.84%) Senior Data Architect
19 29 (2.66%) Big Data Architect
Libraries, Frameworks & Software Standards
1 178 (16.30%) Web Services
2 88 (8.06%) XML
3 80 (7.33%) .NET
4 75 (6.87%) HTML
5 68 (6.23%) Middleware
6 58 (5.31%) SOAP
7 56 (5.13%) RESTful
8 46 (4.21%) CSS
9 45 (4.12%) JSON
9 45 (4.12%) REST
10 44 (4.03%) Spring
11 42 (3.85%) AngularJS
12 35 (3.21%) MDX
13 34 (3.11%) HTML5
14 30 (2.75%) ASP.NET
15 23 (2.11%) .NET Framework
15 23 (2.11%) jQuery
16 21 (1.92%) LAMP
17 19 (1.74%) ASP.NET MVC
18 18 (1.65%) XSLT
Miscellaneous
1 160 (14.65%) Analytical Skills
2 56 (5.13%) Enterprise Software
3 51 (4.67%) Credit Risk
3 51 (4.67%) Management Information System
4 47 (4.30%) Fintech
5 37 (3.39%) User Experience
6 33 (3.02%) Data Structures
7 32 (2.93%) Computer Science
8 28 (2.56%) Derivative
9 23 (2.11%) Greenfield Project
10 16 (1.47%) Life Science
11 14 (1.28%) Hedge funds
12 13 (1.19%) Algorithms
13 12 (1.10%) Analytical Mindset
13 12 (1.10%) CMDB
13 12 (1.10%) Taxonomies
14 11 (1.01%) Hybrid Cloud
15 10 (0.92%) Marketing Technology
16 9 (0.82%) PMI
16 9 (0.82%) Virtual Team
Operating Systems
1 97 (8.88%) Linux
2 80 (7.33%) Unix
3 48 (4.40%) Windows
4 19 (1.74%) Solaris
5 6 (0.55%) Windows Server
6 5 (0.46%) CentOS
7 4 (0.37%) Ubuntu
8 3 (0.27%) Android
8 3 (0.27%) Debian
9 2 (0.18%) Apple iOS
10 1 (0.092%) AIX
10 1 (0.092%) Mac OS X
10 1 (0.092%) Windows 10
Processes & Methodologies
1 421 (38.55%) Business Intelligence
2 384 (35.16%) ETL
3 380 (34.80%) Analytics
4 352 (32.23%) Agile Software Development
5 291 (26.65%) Data Modelling
6 273 (25.00%) Data Management
7 149 (13.64%) Data Governance
8 134 (12.27%) Migration
9 133 (12.18%) Data Architecture
10 123 (11.26%) Master Data Management
11 122 (11.17%) CRM
12 116 (10.62%) Stakeholder Management
13 102 (9.34%) Visualisation
14 90 (8.24%) Data Analytics
15 87 (7.97%) Scrum
16 86 (7.88%) Project Management
17 84 (7.69%) Data Migration
18 74 (6.78%) Performance Tuning
19 72 (6.59%) Asset Management
20 71 (6.50%) Business Analytics
Programming Languages
1 508 (46.52%) SQL
2 199 (18.22%) Java
3 117 (10.71%) C#
4 89 (8.15%) Python
5 79 (7.23%) T-SQL
6 78 (7.14%) JavaScript
7 41 (3.75%) PL/SQL
7 41 (3.75%) R
8 36 (3.30%) Scala
9 33 (3.02%) PowerShell
10 27 (2.47%) Perl
11 23 (2.11%) VBA
12 20 (1.83%) Shell Script
13 14 (1.28%) Data Analysis Expressions (DAX)
14 12 (1.10%) Bash Shell
15 9 (0.82%) Apex Code
15 9 (0.82%) MATLAB
15 9 (0.82%) VB.NET
16 7 (0.64%) ABAP
16 7 (0.64%) PHP
Qualifications
1 73 (6.68%) Degree
2 22 (2.01%) Security Cleared
3 13 (1.19%) Microsoft Certification
4 11 (1.01%) Computer Science Degree
5 10 (0.92%) MBA
6 9 (0.82%) PMI Certification
7 8 (0.73%) ISTQB
8 7 (0.64%) MCITP
8 7 (0.64%) MCTS
8 7 (0.64%) PMP
9 5 (0.46%) MCSA
9 5 (0.46%) MCSE
9 5 (0.46%) SC Cleared
10 3 (0.27%) Master's Degree
10 3 (0.27%) PhD
10 3 (0.27%) PRINCE2 Certification
11 2 (0.18%) CTC Cleared
11 2 (0.18%) ISEB
12 1 (0.092%) APMP
12 1 (0.092%) ITIL Certification
Quality Assurance & Compliance
1 215 (19.69%) Data Quality
2 35 (3.21%) QA
3 17 (1.56%) GDPR
4 16 (1.47%) SLA
5 9 (0.82%) IFRS
6 8 (0.73%) GAAP
6 8 (0.73%) GCP
7 6 (0.55%) Basel III
7 6 (0.55%) SEPA
7 6 (0.55%) TARGET2
8 5 (0.46%) NEBOSH
9 2 (0.18%) HL7
9 2 (0.18%) ISO/IEC 27001
9 2 (0.18%) PMO
10 1 (0.092%) BS7666
10 1 (0.092%) IFRS 9
10 1 (0.092%) ISO/IEC 20000
10 1 (0.092%) MiFID
System Software
1 17 (1.56%) Active Directory
2 12 (1.10%) Docker
2 12 (1.10%) HDFS
3 10 (0.92%) Apache Flume
4 8 (0.73%) VMware Infrastructure
5 3 (0.27%) Apache ZooKeeper
6 1 (0.092%) Virtual Machines
Systems Management
1 14 (1.28%) Puppet
2 13 (1.19%) Hadoop YARN
3 12 (1.10%) Ambari
3 12 (1.10%) Opscode Chef
3 12 (1.10%) ZABBIX
4 9 (0.82%) Oozie
5 6 (0.55%) HP Quality Center
6 2 (0.18%) Ansible
6 2 (0.18%) Control-M
6 2 (0.18%) Kubernetes
7 1 (0.092%) EMC NetWorker
7 1 (0.092%) Nagios
7 1 (0.092%) Oracle Enterprise Manager
7 1 (0.092%) Systems Management Server (SMS)
Vendors
1 286 (26.19%) Oracle
2 219 (20.05%) Microsoft
3 167 (15.29%) Tableau
4 122 (11.17%) Informatica
5 114 (10.44%) SAP
6 93 (8.52%) Talend
7 53 (4.85%) Google
8 52 (4.76%) IBM
9 45 (4.12%) Salesforce.com
10 39 (3.57%) Hortonworks
11 35 (3.21%) Cloudera
11 35 (3.21%) Teradata
12 27 (2.47%) Cognos
12 27 (2.47%) Netezza
13 23 (2.11%) TIBCO
14 18 (1.65%) MicroStrategy
14 18 (1.65%) Splunk
15 16 (1.47%) Jaspersoft
15 16 (1.47%) Remedy
16 15 (1.37%) SnapLogic