Period
to 17 November 2017

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

Data Integration
UK > England
6 months to
17 Nov 2017
Same period 2016 Same period 2015
Rank 443 480 421
Rank change year-on-year +37 -59 +73
Permanent jobs citing Data Integration 1107 1055 1483
As % of all permanent IT jobs advertised in England 0.66% 0.59% 0.72%
As % of the Processes & Methodologies category 0.73% 0.66% 0.81%
Number of salaries quoted 757 916 1197
England median annual salary £57,500 £57,500 £55,000
Median salary % change year-on-year - +4.55% -
10th Percentile £36,250 £31,500 £33,750
90th Percentile £85,000 £87,500 £88,000
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 151850 160342 182990
As % of all permanent IT jobs advertised in England 89.91% 89.36% 88.71%
Number of salaries quoted 120745 134485 152252
England median annual salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26% +5.56%
10th Percentile £28,750 £28,250 £27,500
90th Percentile £80,000 £80,000 £77,500
UK median annual salary £50,000 £49,000 £47,500
% change year-on-year +2.04% +3.16% +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 17 November 2017.

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 17 November 2017. 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 +25 583 £60,000 -7.69% 22
South East +2 164 £55,000 +2.80% 4
North of England -7 158 £50,000 +11.11% 5
North West +16 85 £52,500 +40.00% 3
East of England +3 68 £60,000 +4.35% 6
Midlands +66 64 £70,000 +55.70% 3
South West +30 56 £44,750 +19.33% 1
Yorkshire 0 56 £47,500 -5.00% 2
West Midlands +38 53 £70,000 +40.00% 3
East Midlands +32 11 £45,000 +3.45%
North East +7 11 £35,000 -14.63%
Data Integration
UK

For the 6 months to 17 November 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 across the England region with a requirement for Data Integration.

1 536 (48.42%) SQL
2 420 (37.94%) Business Intelligence
2 420 (37.94%) Analytics
3 402 (36.31%) Agile Software Development
4 398 (35.95%) Data Warehouse
5 387 (34.96%) ETL
6 357 (32.25%) Finance
7 335 (30.26%) Oracle
8 314 (28.36%) SQL Server
9 292 (26.38%) Data Modelling
10 243 (21.95%) Microsoft
11 240 (21.68%) Data Management
12 238 (21.50%) Java
13 233 (21.05%) Data Quality
14 216 (19.51%) Web Services
15 205 (18.52%) Big Data
16 185 (16.71%) Banking
17 180 (16.26%) Tableau
18 172 (15.54%) SQL Server Integration Services
19 149 (13.46%) SAP
20 145 (13.10%) Asset Management
21 143 (12.92%) Analytical Skills
22 141 (12.74%) Migration
23 140 (12.65%) CRM
24 137 (12.38%) C#
25 134 (12.10%) Data Analytics
26 133 (12.01%) Marketing
27 129 (11.65%) Relational Database
28 128 (11.56%) Python
29 127 (11.47%) SQL Server Reporting Services

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 70 (6.32%) JBoss
1 70 (6.32%) Tomcat
2 63 (5.69%) SAS
3 56 (5.06%) Apache
4 55 (4.97%) Apache Spark
5 37 (3.34%) Oracle SOA Suite
6 33 (2.98%) WebSphere
7 32 (2.89%) SharePoint
8 27 (2.44%) WebLogic
9 26 (2.35%) Elasticsearch
10 19 (1.72%) CMS
11 13 (1.17%) IIS
11 13 (1.17%) Oracle Service Bus
12 12 (1.08%) BizTalk Server
13 9 (0.81%) Apache Solr
14 7 (0.63%) Confluence
15 4 (0.36%) Apache Pig
16 3 (0.27%) GlassFish
16 3 (0.27%) SharePoint 2010
16 3 (0.27%) WordPress
Applications
1 57 (5.15%) Microsoft Excel
2 26 (2.35%) Microsoft Office
3 15 (1.36%) Photoshop
4 13 (1.17%) SPSS
5 8 (0.72%) Microsoft PowerPoint
5 8 (0.72%) MS Visio
6 1 (0.090%) Stata
6 1 (0.090%) Weka
Business Applications
1 30 (2.71%) Dynamics CRM
2 12 (1.08%) SAP Hybris
3 11 (0.99%) Remedy ITSM
4 10 (0.90%) SAP ERP
5 9 (0.81%) Eloqua
5 9 (0.81%) SAP APO
6 8 (0.72%) SAP Retail
7 6 (0.54%) Infor CloudSuite
7 6 (0.54%) SAP CAR
7 6 (0.54%) SAP POS DM
8 5 (0.45%) Dynamics AX
8 5 (0.45%) Salesforce.com CRM
9 4 (0.36%) Eagle PACE
9 4 (0.36%) Oracle Retail
9 4 (0.36%) Unica
10 3 (0.27%) Sage 200
11 2 (0.18%) Cognos TM1
11 2 (0.18%) Oracle BPM
11 2 (0.18%) SAP BPC
12 1 (0.090%) NetSuite
Cloud Services
1 90 (8.13%) Microsoft Azure
2 59 (5.33%) Amazon AWS
3 32 (2.89%) Google Cloud Platform
4 30 (2.71%) SaaS
5 19 (1.72%) Cloud Computing
6 15 (1.36%) iPaaS
7 13 (1.17%) GitHub
8 11 (0.99%) Amazon CloudWatch
8 11 (0.99%) AWS CloudFormation
9 9 (0.81%) PaaS
10 8 (0.72%) Dynamics 365
11 7 (0.63%) Amazon Kinesis
11 7 (0.63%) Cortana Intelligence Suite
11 7 (0.63%) IaaS
12 6 (0.54%) Adobe Creative Cloud
12 6 (0.54%) SuccessFactors
13 5 (0.45%) Amazon EMR
14 4 (0.36%) Boomi
14 4 (0.36%) Silverpop
15 3 (0.27%) AWS Lambda
Communications & Networking
1 21 (1.90%) HTTP
2 15 (1.36%) Internet
3 14 (1.26%) LDAP
4 13 (1.17%) SSL
5 11 (0.99%) SNMP
6 9 (0.81%) Intranet
6 9 (0.81%) SMS
7 3 (0.27%) TCP/IP
7 3 (0.27%) VoIP
7 3 (0.27%) VPN
8 2 (0.18%) AMQP
8 2 (0.18%) FTP
9 1 (0.090%) HTTPS
9 1 (0.090%) Kerberos
9 1 (0.090%) Network Security
9 1 (0.090%) SAN
9 1 (0.090%) VLAN
Database & Business Intelligence
1 398 (35.95%) Data Warehouse
2 314 (28.36%) SQL Server
3 205 (18.52%) Big Data
4 172 (15.54%) SQL Server Integration Services
5 129 (11.65%) Relational Database
6 127 (11.47%) SQL Server Reporting Services
7 120 (10.84%) BusinessObjects
8 112 (10.12%) Hadoop
9 84 (7.59%) SQL Server Analysis Services
10 81 (7.32%) NoSQL
11 72 (6.50%) QlikView
12 69 (6.23%) Power BI
13 65 (5.87%) PostgreSQL
14 64 (5.78%) Oracle Database
15 52 (4.70%) RDBMS
16 51 (4.61%) Oracle Database 10g
17 50 (4.52%) Oracle Database 11g
18 44 (3.97%) MySQL
19 43 (3.88%) SAP Data Services
19 43 (3.88%) SAP HANA
Development Applications
1 78 (7.05%) Talend Open Studio
2 59 (5.33%) Maven
3 48 (4.34%) JUnit
4 47 (4.25%) JIRA
4 47 (4.25%) Mockito
4 47 (4.25%) Sonatype Nexus
5 33 (2.98%) Visual Studio
6 29 (2.62%) Team Foundation Server
7 16 (1.45%) Jenkins
8 12 (1.08%) Bitbucket
9 11 (0.99%) Git (software)
10 10 (0.90%) Selenium
11 8 (0.72%) Eclipse
11 8 (0.72%) Rational Rhapsody
12 5 (0.45%) Ant
12 5 (0.45%) SQL Server Management Studio (SSMS)
13 3 (0.27%) JMeter
13 3 (0.27%) Oracle APEX
14 2 (0.18%) Gatling
14 2 (0.18%) Oracle Forms
General
1 357 (32.25%) Finance
2 185 (16.71%) Banking
3 133 (12.01%) Marketing
4 103 (9.30%) Investment Banking
5 97 (8.76%) Retail Banking
6 76 (6.87%) Retail
7 60 (5.42%) Publishing
8 52 (4.70%) Front Office
9 51 (4.61%) Telecoms
10 42 (3.79%) Manufacturing
11 35 (3.16%) Advertising
12 32 (2.89%) Financial Institution
13 29 (2.62%) Electronics
13 29 (2.62%) Pharmaceutical
14 25 (2.26%) Games
15 20 (1.81%) Legal
16 6 (0.54%) German Language
16 6 (0.54%) Italian Language
16 6 (0.54%) Spanish Language
17 4 (0.36%) Dutch Language
Job Titles
1 329 (29.72%) Developer
2 279 (25.20%) Architect
3 146 (13.19%) Data Architect
4 125 (11.29%) Consultant
5 104 (9.39%) Solutions Architect
6 98 (8.85%) Analyst
7 96 (8.67%) Java Developer
8 70 (6.32%) Senior Developer
9 65 (5.87%) Business Intelligence Developer
10 55 (4.97%) Oracle Developer
11 50 (4.52%) Data Consultant
11 50 (4.52%) Software Engineer
12 49 (4.43%) C# Software Engineer
12 49 (4.43%) Senior C# Software Engineer
12 49 (4.43%) Senior Java Developer
12 49 (4.43%) Senior Software Engineer
13 47 (4.25%) Senior Oracle Developer
14 45 (4.07%) SQL Developer
15 44 (3.97%) ETL Developer
16 43 (3.88%) Data Analyst
Libraries, Frameworks & Software Standards
1 216 (19.51%) Web Services
2 107 (9.67%) RESTful
3 105 (9.49%) Middleware
4 100 (9.03%) Spring
5 96 (8.67%) XML
6 86 (7.77%) SOAP
7 78 (7.05%) .NET
8 66 (5.96%) HTML
9 65 (5.87%) REST
10 57 (5.15%) JDBC
11 55 (4.97%) JSON
12 53 (4.79%) JMS
13 52 (4.70%) J2EE
14 47 (4.25%) TIBCO EMS
15 44 (3.97%) MDX
16 42 (3.79%) AngularJS
17 38 (3.43%) CSS
18 29 (2.62%) HTML5
19 26 (2.35%) .NET Framework
19 26 (2.35%) React
Miscellaneous
1 143 (12.92%) Analytical Skills
2 79 (7.14%) Management Information System
3 69 (6.23%) Credit Risk
4 50 (4.52%) Enterprise Software
5 49 (4.43%) Derivative
6 40 (3.61%) Data Structures
7 38 (3.43%) Computer Science
7 38 (3.43%) User Experience
8 21 (1.90%) Life Science
9 20 (1.81%) Algorithms
10 19 (1.72%) Fintech
11 16 (1.45%) Hybrid Cloud
12 14 (1.26%) Hedge funds
13 11 (0.99%) CMDB
13 11 (0.99%) PMI
13 11 (0.99%) Social Media
14 10 (0.90%) Greenfield Project
14 10 (0.90%) Marketing Technology
14 10 (0.90%) Reference Data
15 9 (0.81%) Foreign Exchange (FX)
Operating Systems
1 116 (10.48%) Unix
2 105 (9.49%) Linux
3 73 (6.59%) Windows
4 25 (2.26%) Solaris
5 7 (0.63%) Windows Server
6 3 (0.27%) CentOS
6 3 (0.27%) Debian
6 3 (0.27%) Ubuntu
6 3 (0.27%) Windows Server 2012
7 2 (0.18%) Android
7 2 (0.18%) Apple iOS
8 1 (0.090%) AIX
Processes & Methodologies
1 420 (37.94%) Analytics
1 420 (37.94%) Business Intelligence
2 402 (36.31%) Agile Software Development
3 387 (34.96%) ETL
4 292 (26.38%) Data Modelling
5 240 (21.68%) Data Management
6 145 (13.10%) Asset Management
7 141 (12.74%) Migration
8 140 (12.65%) CRM
9 134 (12.10%) Data Analytics
10 119 (10.75%) Performance Tuning
11 118 (10.66%) Stakeholder Management
12 113 (10.21%) Wealth Management
13 110 (9.94%) Master Data Management
14 107 (9.67%) Data Governance
15 106 (9.58%) Data Migration
16 104 (9.39%) Project Management
17 102 (9.21%) Data Architecture
18 98 (8.85%) TOGAF
19 93 (8.40%) Visualisation
Programming Languages
1 536 (48.42%) SQL
2 238 (21.50%) Java
3 137 (12.38%) C#
4 128 (11.56%) Python
5 96 (8.67%) T-SQL
6 84 (7.59%) PL/SQL
7 70 (6.32%) JavaScript
8 57 (5.15%) Perl
9 47 (4.25%) Bash Shell
10 31 (2.80%) PowerShell
11 28 (2.53%) R
12 25 (2.26%) Shell Script
13 23 (2.08%) Scala
14 21 (1.90%) C
15 20 (1.81%) VBA
16 15 (1.36%) VB.NET
17 12 (1.08%) Data Analysis Expressions (DAX)
18 11 (0.99%) C++
19 10 (0.90%) TypeScript
20 8 (0.72%) ABAP
Qualifications
1 113 (10.21%) Degree
2 47 (4.25%) Security Cleared
3 22 (1.99%) Microsoft Certification
4 17 (1.54%) Computer Science Degree
5 12 (1.08%) MCITP
6 11 (0.99%) PMI Certification
6 11 (0.99%) PMP
7 10 (0.90%) SC Cleared
8 9 (0.81%) PhD
9 8 (0.72%) Master's Degree
9 8 (0.72%) MBA
10 7 (0.63%) ITIL Foundation Certificate
10 7 (0.63%) MCTS
11 5 (0.45%) MCSA
11 5 (0.45%) MCSE
12 4 (0.36%) ISTQB
13 3 (0.27%) ISEB
13 3 (0.27%) Oracle Certification
13 3 (0.27%) Postgraduate
14 1 (0.090%) CTC Cleared
Quality Assurance & Compliance
1 233 (21.05%) Data Quality
2 29 (2.62%) QA
3 22 (1.99%) GDPR
4 21 (1.90%) SLA
5 7 (0.63%) ISO/IEC 27001
6 6 (0.54%) Basel III
6 6 (0.54%) GCP
6 6 (0.54%) SEPA
6 6 (0.54%) TARGET2
7 5 (0.45%) IFRS
7 5 (0.45%) NEBOSH
7 5 (0.45%) PCI DSS
8 4 (0.36%) GAAP
8 4 (0.36%) Solvency II
9 2 (0.18%) HL7
9 2 (0.18%) PMO
10 1 (0.090%) IFRS 9
10 1 (0.090%) MiFID
System Software
1 15 (1.36%) Active Directory
2 10 (0.90%) HDFS
3 8 (0.72%) VMware Infrastructure
4 3 (0.27%) Apache Flume
4 3 (0.27%) Docker
5 2 (0.18%) Apache ZooKeeper
6 1 (0.090%) Oracle RAC
6 1 (0.090%) Virtual Machines
Systems Management
1 13 (1.17%) Puppet
2 11 (0.99%) Ambari
2 11 (0.99%) Control-M
2 11 (0.99%) Opscode Chef
2 11 (0.99%) ZABBIX
3 9 (0.81%) HP Quality Center
4 7 (0.63%) Hadoop YARN
5 3 (0.27%) Failover Clustering
5 3 (0.27%) Oozie
6 2 (0.18%) Ansible
7 1 (0.090%) EMC NetWorker
7 1 (0.090%) Oracle Enterprise Manager
7 1 (0.090%) Systems Management Server (SMS)
Vendors
1 335 (30.26%) Oracle
2 243 (21.95%) Microsoft
3 180 (16.26%) Tableau
4 149 (13.46%) SAP
5 103 (9.30%) Informatica
6 78 (7.05%) Talend
7 68 (6.14%) IBM
8 64 (5.78%) TIBCO
9 48 (4.34%) Hortonworks
10 41 (3.70%) Google
11 40 (3.61%) Cloudera
11 40 (3.61%) Cognos
12 30 (2.71%) Jaspersoft
12 30 (2.71%) Salesforce.com
13 27 (2.44%) HP
14 20 (1.81%) Netezza
15 19 (1.72%) ArcSight
15 19 (1.72%) MicroStrategy
15 19 (1.72%) Teradata
16 17 (1.54%) Splunk