Period
to 19 April 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 19 April 2018 with a comparison to the same period in the previous 2 years.

Data Integration
UK > England
6 months to
19 Apr 2018
Same period 2017 Same period 2016
Rank 430 456 435
Rank change year-on-year +26 -21 +37
Permanent jobs citing Data Integration 1,127 1,012 1,382
As % of all permanent IT jobs advertised in England 0.68% 0.62% 0.72%
As % of the Processes & Methodologies category 0.75% 0.69% 0.80%
Number of salaries quoted 879 839 1,112
England median annual salary £60,000 £57,500 £55,000
Median salary % change year-on-year +4.35% +4.55% -
10th Percentile £37,000 £35,000 £33,750
90th Percentile £90,000 £87,750 £83,975
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 150,744 146,484 173,446
As % of all permanent IT jobs advertised in England 90.82% 90.40% 89.98%
Number of salaries quoted 123,140 121,546 145,703
England median annual salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26% +2.15%
10th Percentile £29,750 £28,000 £27,500
90th Percentile £82,500 £80,000 £77,500
UK median annual salary £50,000 £47,500 £47,500
% change year-on-year +5.26% - +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 19 April 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 19 April 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 +39 587 £67,500 +3.85% 61
North of England +72 185 £55,000 +22.22% 19
South East +21 181 £55,000 - 18
North West +43 102 £55,000 +22.22% 14
Yorkshire +27 80 £55,000 +22.22% 4
Midlands +10 66 £45,000 -14.29% 6
South West -26 64 £52,500 +23.53% 12
West Midlands -8 40 £43,857 -16.46% 4
East of England -30 39 £60,000 +7.14% 6
East Midlands +8 26 £47,500 -5.00% 2
North East -31 3 £35,000 -22.22% 1
Data Integration
UK

For the 6 months to 19 April 2018, IT jobs citing Data Integration also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the England region with a requirement for Data Integration.

1 522 (46.32%) SQL
2 453 (40.20%) Business Intelligence
3 403 (35.76%) Data Warehouse
4 381 (33.81%) ETL
5 363 (32.21%) Agile Software Development
6 341 (30.26%) SQL Server
7 331 (29.37%) Analytics
8 314 (27.86%) Finance
9 294 (26.09%) Data Modelling
10 259 (22.98%) Oracle
11 240 (21.30%) Data Quality
12 228 (20.23%) Microsoft
13 226 (20.05%) Big Data
14 215 (19.08%) Java
15 213 (18.90%) Data Management
16 211 (18.72%) Data Governance
17 210 (18.63%) Analytical Skills
18 190 (16.86%) SQL Server Integration Services
19 179 (15.88%) Data Architecture
20 178 (15.79%) Web Services
21 146 (12.95%) SQL Server Reporting Services
22 144 (12.78%) Hadoop
23 135 (11.98%) Microsoft Azure
24 134 (11.89%) Amazon AWS
25 132 (11.71%) .NET
26 126 (11.18%) Tableau
27 123 (10.91%) Migration
28 121 (10.74%) C#
29 119 (10.56%) Informatica
30 115 (10.20%) Master Data 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 84 (7.45%) Apache Spark
2 73 (6.48%) SAS
3 38 (3.37%) Apache
4 31 (2.75%) BizTalk Server
5 29 (2.57%) SharePoint
6 26 (2.31%) CMS
6 26 (2.31%) Oracle SOA Suite
7 23 (2.04%) Confluence
7 23 (2.04%) Tomcat
8 21 (1.86%) IIS
9 18 (1.60%) WebLogic
10 15 (1.33%) WebSphere
11 12 (1.06%) JBoss
12 11 (0.98%) Elasticsearch
12 11 (0.98%) Oracle Service Bus
13 10 (0.89%) Moodle
14 9 (0.80%) Anypoint
14 9 (0.80%) Apache Solr
15 7 (0.62%) Apache Pig
16 6 (0.53%) NServiceBus
Applications
1 49 (4.35%) Microsoft Excel
2 15 (1.33%) Microsoft PowerPoint
3 14 (1.24%) Microsoft Office
4 11 (0.98%) MS Visio
4 11 (0.98%) SPSS
5 5 (0.44%) Spreadsheet
6 2 (0.18%) Photoshop
7 1 (0.089%) Acrobat
7 1 (0.089%) Microsoft Project
Business Applications
1 50 (4.44%) Dynamics CRM
2 14 (1.24%) Oracle EBS
3 13 (1.15%) Eagle PACE
4 10 (0.89%) Dynamics AX
5 9 (0.80%) MetaTrader
6 8 (0.71%) NetSuite
7 6 (0.53%) Magento
7 6 (0.53%) Remedy ITSM
8 5 (0.44%) SAP S/4HANA
9 4 (0.35%) Cognos Planning
9 4 (0.35%) Cognos TM1
9 4 (0.35%) Oracle 11i
9 4 (0.35%) Oracle Assets
9 4 (0.35%) Oracle EBS R12
9 4 (0.35%) Oracle General Ledger
9 4 (0.35%) Oracle iProcurement
9 4 (0.35%) Oracle Payables
9 4 (0.35%) Oracle Receivables
10 3 (0.27%) Cognos Business Intelligence
10 3 (0.27%) Payment Gateway
Cloud Services
1 135 (11.98%) Microsoft Azure
2 134 (11.89%) Amazon AWS
3 38 (3.37%) SaaS
4 28 (2.48%) Google Cloud Platform
5 27 (2.40%) Dynamics 365
6 17 (1.51%) Office 365
7 15 (1.33%) Boomi
8 12 (1.06%) Serverless
9 11 (0.98%) GitHub
10 10 (0.89%) Amazon Kinesis
11 9 (0.80%) Amazon S3
11 9 (0.80%) AtomSphere
11 9 (0.80%) Cloud Computing
12 8 (0.71%) Amazon EMR
13 7 (0.62%) PaaS
14 6 (0.53%) AWS Lambda
14 6 (0.53%) Azure Data Factory
15 4 (0.35%) Bluemix
15 4 (0.35%) Cortana Intelligence Suite
15 4 (0.35%) IBM Cloud
Communications & Networking
1 25 (2.22%) Internet
2 20 (1.77%) Intranet
3 13 (1.15%) HTTP
4 10 (0.89%) SMS
5 6 (0.53%) FTP
5 6 (0.53%) SNMP
6 4 (0.35%) Skype
6 4 (0.35%) VoIP
6 4 (0.35%) VPN
7 3 (0.27%) Kerberos
8 2 (0.18%) TCP/IP
9 1 (0.089%) Network Security
9 1 (0.089%) VLAN
Database & Business Intelligence
1 403 (35.76%) Data Warehouse
2 341 (30.26%) SQL Server
3 226 (20.05%) Big Data
4 190 (16.86%) SQL Server Integration Services
5 146 (12.95%) SQL Server Reporting Services
6 144 (12.78%) Hadoop
7 112 (9.94%) Relational Database
8 107 (9.49%) SQL Server Analysis Services
9 88 (7.81%) MySQL
10 83 (7.36%) Power BI
11 64 (5.68%) NoSQL
12 62 (5.50%) Data Lake
13 57 (5.06%) OLAP
14 54 (4.79%) QlikView
15 53 (4.70%) HBase
16 50 (4.44%) Apache Hive
17 48 (4.26%) BusinessObjects
18 45 (3.99%) Oracle BI EE
19 44 (3.90%) RDBMS
20 42 (3.73%) SQL Server 2012
Development Applications
1 60 (5.32%) JIRA
2 49 (4.35%) Jenkins
3 43 (3.82%) Git (software)
4 34 (3.02%) ERwin
5 23 (2.04%) Team Foundation Server
6 18 (1.60%) Maven
7 16 (1.42%) Visual Studio
8 14 (1.24%) Ant
9 13 (1.15%) JUnit
9 13 (1.15%) Phabricator
10 10 (0.89%) Eclipse
10 10 (0.89%) Gradle
10 10 (0.89%) IntelliJ
10 10 (0.89%) Selenium
11 9 (0.80%) TeamCity
12 7 (0.62%) Protractor
13 6 (0.53%) GoCD
13 6 (0.53%) JMeter
14 4 (0.35%) ER Studio
14 4 (0.35%) Sonatype Nexus
General
1 314 (27.86%) Finance
2 104 (9.23%) Retail
3 65 (5.77%) Banking
4 61 (5.41%) Marketing
5 46 (4.08%) Advertising
6 33 (2.93%) Telecoms
7 26 (2.31%) Financial Institution
8 22 (1.95%) Games
9 16 (1.42%) Manufacturing
10 13 (1.15%) Investment Banking
11 12 (1.06%) Legal
12 10 (0.89%) Back Office
13 8 (0.71%) Electronics
13 8 (0.71%) Pharmaceutical
14 6 (0.53%) Law
14 6 (0.53%) Publishing
15 4 (0.35%) Automotive
15 4 (0.35%) Japanese Language
16 3 (0.27%) Front Office
16 3 (0.27%) International Banking
Job Titles
1 335 (29.72%) Developer
2 303 (26.89%) Architect
3 194 (17.21%) Data Architect
4 154 (13.66%) Analyst
5 100 (8.87%) Consultant
6 74 (6.57%) Business Intelligence Developer
7 68 (6.03%) SQL Developer
8 65 (5.77%) Senior Developer
9 53 (4.70%) Solutions Architect
10 52 (4.61%) Business Intelligence Architect
11 49 (4.35%) Data Engineer
12 38 (3.37%) Java Developer
13 37 (3.28%) C# Developer
14 36 (3.19%) Business Analyst
15 35 (3.11%) .NET Developer
16 34 (3.02%) Data Analyst
17 33 (2.93%) C# .NET Developer
18 29 (2.57%) Business Intelligence Analyst
18 29 (2.57%) Systems Analyst
19 28 (2.48%) Senior Analyst
Libraries, Frameworks & Software Standards
1 178 (15.79%) Web Services
2 132 (11.71%) .NET
3 94 (8.34%) XML
4 81 (7.19%) HTML
5 70 (6.21%) SOAP
6 68 (6.03%) REST
7 57 (5.06%) RESTful
8 52 (4.61%) CSS
9 43 (3.82%) ASP.NET
10 42 (3.73%) JSON
11 41 (3.64%) Middleware
12 38 (3.37%) AngularJS
13 37 (3.28%) Kafka
14 31 (2.75%) HTML5
15 26 (2.31%) .NET Framework
16 25 (2.22%) Spring
17 22 (1.95%) ASP.NET Web API
18 21 (1.86%) ASP.NET MVC
19 20 (1.77%) jQuery
19 20 (1.77%) XSD
Miscellaneous
1 210 (18.63%) Analytical Skills
2 72 (6.39%) Management Information System
3 60 (5.32%) Enterprise Software
3 60 (5.32%) Fintech
4 56 (4.97%) Computer Science
5 41 (3.64%) User Experience
6 35 (3.11%) Greenfield Project
7 33 (2.93%) Data Structures
8 27 (2.40%) Self-Motivation
8 27 (2.40%) Taxonomies
9 24 (2.13%) Credit Risk
10 22 (1.95%) Virtual Team
11 21 (1.86%) Market Risk
12 19 (1.69%) Video\Live Streaming
13 18 (1.60%) Hybrid Cloud
14 17 (1.51%) VLE
15 15 (1.33%) Algorithms
16 12 (1.06%) Analytical Mindset
16 12 (1.06%) Social Media
17 11 (0.98%) Life Science
Operating Systems
1 106 (9.41%) Linux
2 83 (7.36%) Unix
3 52 (4.61%) Windows
4 29 (2.57%) Solaris
5 20 (1.77%) AIX
6 18 (1.60%) HPUX
7 14 (1.24%) Red Hat Enterprise Linux
8 9 (0.80%) Windows Server
9 5 (0.44%) CentOS
10 4 (0.35%) Ubuntu
11 2 (0.18%) Debian
11 2 (0.18%) Mac OS X
11 2 (0.18%) Windows 10
12 1 (0.089%) Android
Processes & Methodologies
1 453 (40.20%) Business Intelligence
2 381 (33.81%) ETL
3 363 (32.21%) Agile Software Development
4 331 (29.37%) Analytics
5 294 (26.09%) Data Modelling
6 213 (18.90%) Data Management
7 211 (18.72%) Data Governance
8 179 (15.88%) Data Architecture
9 123 (10.91%) Migration
10 115 (10.20%) Master Data Management
11 110 (9.76%) Data Science
12 105 (9.32%) Problem-Solving
13 103 (9.14%) Scrum
14 101 (8.96%) Data Analytics
15 100 (8.87%) CRM
16 96 (8.52%) Stakeholder Management
17 89 (7.90%) SDLC
18 88 (7.81%) SOA
19 84 (7.45%) DevOps
19 84 (7.45%) Project Management
Programming Languages
1 522 (46.32%) SQL
2 215 (19.08%) Java
3 121 (10.74%) C#
4 109 (9.67%) T-SQL
5 98 (8.70%) Python
6 87 (7.72%) JavaScript
7 63 (5.59%) Scala
8 49 (4.35%) R
9 44 (3.90%) PL/SQL
10 34 (3.02%) Java 8
11 32 (2.84%) PowerShell
12 21 (1.86%) PHP
13 19 (1.69%) Shell Script
14 17 (1.51%) Perl
15 15 (1.33%) VB.NET
16 14 (1.24%) Clojure
16 14 (1.24%) VB
17 11 (0.98%) Data Analysis Expressions (DAX)
17 11 (0.98%) MATLAB
18 8 (0.71%) VBA
Qualifications
1 89 (7.90%) Degree
2 20 (1.77%) Computer Science Degree
3 17 (1.51%) Security Cleared
4 11 (0.98%) Postgraduate
4 11 (0.98%) TOGAF Certification
5 10 (0.89%) AWS Certification
5 10 (0.89%) ISTQB
6 8 (0.71%) ITIL Certification
7 7 (0.62%) MBA
7 7 (0.62%) Microsoft Certification
7 7 (0.62%) PhD
8 4 (0.35%) Master's Degree
8 4 (0.35%) PRINCE2 Certification
8 4 (0.35%) SC Cleared
9 3 (0.27%) Numerate Degree
9 3 (0.27%) PMI Certification
9 3 (0.27%) PRINCE2 Practitioner
10 2 (0.18%) CIPD
11 1 (0.089%) CTC Cleared
11 1 (0.089%) PMP
Quality Assurance & Compliance
1 240 (21.30%) Data Quality
2 52 (4.61%) QA
3 23 (2.04%) GDPR
4 20 (1.77%) SLA
5 7 (0.62%) GAAP
5 7 (0.62%) IFRS
6 5 (0.44%) GxP
7 3 (0.27%) GCP
8 2 (0.18%) Basel III
8 2 (0.18%) HL7
8 2 (0.18%) SEPA
8 2 (0.18%) TARGET2
9 1 (0.089%) BS7666
9 1 (0.089%) ISO/IEC 20000
9 1 (0.089%) ISO/IEC 27001
9 1 (0.089%) PMO
System Software
1 36 (3.19%) Docker
2 27 (2.40%) HDFS
3 24 (2.13%) Apache Flume
4 6 (0.53%) Active Directory
5 5 (0.44%) Virtual Machines
6 2 (0.18%) Apache ZooKeeper
6 2 (0.18%) VMware Infrastructure
Systems Management
1 23 (2.04%) Hadoop YARN
2 21 (1.86%) Oozie
3 13 (1.15%) Kubernetes
4 12 (1.06%) Puppet
5 7 (0.62%) Ansible
5 7 (0.62%) Control-M
5 7 (0.62%) Opscode Chef
6 6 (0.53%) Single Sign-On
7 5 (0.44%) Ambari
8 3 (0.27%) Systems Management Server (SMS)
9 2 (0.18%) Nagios
9 2 (0.18%) ZABBIX
10 1 (0.089%) EMC NetWorker
Vendors
1 259 (22.98%) Oracle
2 228 (20.23%) Microsoft
3 126 (11.18%) Tableau
4 119 (10.56%) Informatica
5 85 (7.54%) Talend
6 64 (5.68%) IBM
7 58 (5.15%) SAP
8 38 (3.37%) Google
9 35 (3.11%) Salesforce.com
10 33 (2.93%) Teradata
11 29 (2.57%) Cloudera
11 29 (2.57%) Cognizant
12 20 (1.77%) Cognos
12 20 (1.77%) Hortonworks
12 20 (1.77%) Red Hat
13 18 (1.60%) Netezza
14 17 (1.51%) SnapLogic
15 14 (1.24%) Alteryx
15 14 (1.24%) Splunk
16 12 (1.06%) JD Edwards