Period
to 17 July 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 17 July 2018 with a comparison to the same period in the previous 2 years.

Data Integration
UK > England
6 months to
17 Jul 2018
Same period 2017 Same period 2016
Rank 477 460 471
Rank change year-on-year -17 +11 -16
Permanent jobs citing Data Integration 1,011 1,042 1,210
As % of all permanent IT jobs advertised in England 0.62% 0.62% 0.63%
As % of the Processes & Methodologies category 0.68% 0.69% 0.70%
Number of salaries quoted 747 783 1,009
England median annual salary £60,000 £57,500 £55,000
Median salary % change year-on-year +4.35% +4.55% -
10th Percentile £39,650 £35,850 £33,750
90th Percentile £87,500 £86,250 £83,750
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 148,915 151,545 172,317
As % of all permanent IT jobs advertised in England 90.67% 90.67% 90.04%
Number of salaries quoted 119,843 123,063 145,091
England median annual salary £50,000 £50,000 £50,000
10th Percentile £29,500 £28,125 £27,500
90th Percentile £82,500 £80,000 £77,500
UK median annual salary £50,000 £49,000 £47,500
% change year-on-year +2.04% +3.16% -

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 July 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 17 July 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 +12 529 £65,000 - 57
South East +51 189 £58,000 +0.87% 13
North of England -2 125 £55,000 +20.88% 10
North West +13 68 £50,000 -3.85% 4
South West 0 64 £52,500 +19.32% 12
Yorkshire +17 57 £60,000 +33.33% 3
East of England -20 48 £60,000 +9.09% 5
Midlands +9 45 £46,250 -7.50% 4
West Midlands +9 26 £43,857 -12.29% 3
East Midlands +2 18 £50,000 - 1
Data Integration
UK

For the 6 months to 17 July 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.

1 481 (47.58%) SQL
2 442 (43.72%) Business Intelligence
3 431 (42.63%) Data Warehouse
4 382 (37.78%) ETL
5 353 (34.92%) SQL Server
6 348 (34.42%) Agile Software Development
7 344 (34.03%) Analytics
8 305 (30.17%) Data Modelling
9 301 (29.77%) Finance
10 296 (29.28%) Oracle
11 243 (24.04%) Microsoft
12 237 (23.44%) Data Management
13 227 (22.45%) SQL Server Integration Services
14 226 (22.35%) Data Quality
14 226 (22.35%) Big Data
15 193 (19.09%) Java
16 189 (18.69%) Data Architecture
17 186 (18.40%) Data Governance
18 183 (18.10%) Analytical Skills
19 165 (16.32%) SQL Server Reporting Services
20 154 (15.23%) Web Services
21 139 (13.75%) Microsoft Azure
22 136 (13.45%) Hadoop
23 133 (13.16%) Migration
24 130 (12.86%) Degree
24 130 (12.86%) Amazon AWS
25 129 (12.76%) Relational Database
26 125 (12.36%) Data Analysis
27 122 (12.07%) Project Management
28 120 (11.87%) XML

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 82 (8.11%) Apache Spark
2 73 (7.22%) SAS
3 56 (5.54%) Apache
4 45 (4.45%) IIS
5 41 (4.06%) BizTalk Server
6 38 (3.76%) Oracle SOA Suite
7 31 (3.07%) Tomcat
8 25 (2.47%) SharePoint
9 19 (1.88%) JBoss
10 18 (1.78%) Confluence
11 13 (1.29%) WebLogic
11 13 (1.29%) WebSphere
12 12 (1.19%) Apache Solr
12 12 (1.19%) SugarCRM
13 11 (1.09%) Elasticsearch
14 10 (0.99%) Moodle
15 9 (0.89%) Apache Pig
15 9 (0.89%) Oracle Service Bus
16 6 (0.59%) NServiceBus
17 5 (0.49%) Drupal
Applications
1 47 (4.65%) Microsoft Excel
2 14 (1.38%) Microsoft Office
3 11 (1.09%) Spreadsheet
4 9 (0.89%) MS Visio
5 6 (0.59%) Microsoft PowerPoint
6 5 (0.49%) SPSS
Business Applications
1 40 (3.96%) Dynamics CRM
2 23 (2.27%) Cognos TM1
3 22 (2.18%) Cognos Business Intelligence
4 20 (1.98%) Oracle EBS
5 10 (0.99%) MetaTrader
6 8 (0.79%) SAP S/4HANA
7 6 (0.59%) Magento
8 5 (0.49%) Dynamics AX
9 4 (0.40%) Cognos Planning
9 4 (0.40%) Eagle PACE
9 4 (0.40%) TRIRIGA
10 3 (0.30%) NetSuite
10 3 (0.30%) Oracle BPM
10 3 (0.30%) Unit4 Business World
11 2 (0.20%) Dynamics NAV
11 2 (0.20%) Oracle Procure-to-Pay
11 2 (0.20%) SAP CO
11 2 (0.20%) SAP FI
11 2 (0.20%) SAP FI/CO
11 2 (0.20%) SimCorp Dimension
Cloud Services
1 139 (13.75%) Microsoft Azure
2 130 (12.86%) Amazon AWS
3 29 (2.87%) Office 365
4 26 (2.57%) SaaS
5 20 (1.98%) Dynamics 365
6 17 (1.68%) Azure Data Factory
7 14 (1.38%) Serverless
8 11 (1.09%) Amazon S3
8 11 (1.09%) IBM Cloud
9 9 (0.89%) Amazon EC2
10 8 (0.79%) Amazon EMR
10 8 (0.79%) Cloud Computing
11 7 (0.69%) AWS Lambda
11 7 (0.69%) Google Cloud Platform
12 6 (0.59%) Amazon Kinesis
12 6 (0.59%) Cortana Intelligence Suite
12 6 (0.59%) GitHub
13 4 (0.40%) PaaS
13 4 (0.40%) Yammer
14 3 (0.30%) Boomi
Communications & Networking
1 25 (2.47%) Internet
2 9 (0.89%) VPN
3 8 (0.79%) VoIP
4 7 (0.69%) HTTP
5 5 (0.49%) SMS
6 4 (0.40%) SAN
6 4 (0.40%) Skype
7 2 (0.20%) Firewall
7 2 (0.20%) FTP
7 2 (0.20%) Intranet
7 2 (0.20%) VLAN
8 1 (0.099%) SSH
Database & Business Intelligence
1 431 (42.63%) Data Warehouse
2 353 (34.92%) SQL Server
3 227 (22.45%) SQL Server Integration Services
4 226 (22.35%) Big Data
5 165 (16.32%) SQL Server Reporting Services
6 136 (13.45%) Hadoop
7 129 (12.76%) Relational Database
8 118 (11.67%) SQL Server Analysis Services
9 92 (9.10%) Power BI
10 83 (8.21%) MySQL
11 76 (7.52%) NoSQL
12 59 (5.84%) Data Lake
13 56 (5.54%) Apache Hive
14 55 (5.44%) OLAP
15 52 (5.14%) SQL Server 2012
16 50 (4.95%) RDBMS
17 47 (4.65%) Oracle ODI
18 41 (4.06%) HBase
19 38 (3.76%) BusinessObjects
20 37 (3.66%) Oracle BI EE
Development Applications
1 45 (4.45%) ERwin
2 34 (3.36%) JIRA
3 33 (3.26%) Jenkins
4 29 (2.87%) Git (software)
5 22 (2.18%) Team Foundation Server
6 20 (1.98%) Visual Studio
7 17 (1.68%) SQL Server Management Studio (SSMS)
8 13 (1.29%) Selenium
9 10 (0.99%) TeamCity
10 9 (0.89%) Maven
11 8 (0.79%) Phabricator
11 8 (0.79%) PowerDesigner
12 7 (0.69%) LSMW
13 6 (0.59%) Ant
13 6 (0.59%) ER Studio
13 6 (0.59%) GoCD
13 6 (0.59%) Protractor
13 6 (0.59%) Visual Studio Team System
14 5 (0.49%) Gradle
14 5 (0.49%) YouTrack
General
1 301 (29.77%) Finance
2 76 (7.52%) Retail
3 71 (7.02%) Banking
4 51 (5.04%) Marketing
5 18 (1.78%) Telecoms
6 16 (1.58%) Advertising
7 13 (1.29%) Legal
8 12 (1.19%) Games
8 12 (1.19%) Japanese Language
9 11 (1.09%) Investment Banking
9 11 (1.09%) Pharmaceutical
10 9 (0.89%) Back Office
11 8 (0.79%) Manufacturing
12 7 (0.69%) Publishing
13 5 (0.49%) Financial Institution
14 4 (0.40%) Front Office
14 4 (0.40%) International Banking
15 3 (0.30%) Electronics
16 2 (0.20%) General Ledger
16 2 (0.20%) Law
Job Titles
1 323 (31.95%) Developer
2 264 (26.11%) Architect
3 178 (17.61%) Data Architect
4 117 (11.57%) Analyst
5 99 (9.79%) Consultant
6 86 (8.51%) Business Intelligence Developer
7 65 (6.43%) Data Engineer
8 64 (6.33%) SQL Developer
9 51 (5.04%) Senior Developer
10 50 (4.95%) Solutions Architect
11 43 (4.25%) Business Intelligence Architect
12 38 (3.76%) Business Intelligence Consultant
13 29 (2.87%) C# Developer
13 29 (2.87%) Systems Analyst
14 28 (2.77%) Java Developer
15 27 (2.67%) Business Systems Analyst
16 26 (2.57%) .NET Developer
16 26 (2.57%) Big Data Engineer
16 26 (2.57%) Data Consultant
16 26 (2.57%) Senior Analyst
Libraries, Frameworks & Software Standards
1 154 (15.23%) Web Services
2 120 (11.87%) XML
3 118 (11.67%) .NET
4 85 (8.41%) HTML
5 74 (7.32%) REST
6 71 (7.02%) SOAP
7 60 (5.93%) RESTful
8 48 (4.75%) JSON
9 44 (4.35%) Kafka
9 44 (4.35%) Middleware
10 41 (4.06%) CSS
11 25 (2.47%) ASP.NET
11 25 (2.47%) JSP
12 24 (2.37%) .NET Framework
13 23 (2.27%) AngularJS
14 19 (1.88%) Spring
15 17 (1.68%) Apache Camel
15 17 (1.68%) ASP.NET Web API
15 17 (1.68%) XSD
16 16 (1.58%) Entity Framework
Miscellaneous
1 183 (18.10%) Analytical Skills
2 93 (9.20%) Management Information System
3 73 (7.22%) Computer Science
4 54 (5.34%) Enterprise Software
5 52 (5.14%) Data Structures
6 36 (3.56%) Credit Risk
7 35 (3.46%) Market Risk
8 33 (3.26%) User Experience
9 29 (2.87%) Greenfield Project
9 29 (2.87%) Hybrid Cloud
10 27 (2.67%) Fintech
11 21 (2.08%) Taxonomies
12 18 (1.78%) Video\Live Streaming
13 17 (1.68%) VLE
14 14 (1.38%) Data Centre
14 14 (1.38%) Virtual Team
15 13 (1.29%) Algorithms
16 12 (1.19%) Self-Motivation
17 11 (1.09%) Public Cloud
17 11 (1.09%) Reference Data
Operating Systems
1 86 (8.51%) Unix
2 83 (8.21%) Linux
3 72 (7.12%) Windows
4 40 (3.96%) Solaris
5 34 (3.36%) AIX
6 31 (3.07%) HPUX
7 15 (1.48%) Red Hat Enterprise Linux
8 12 (1.19%) Windows Server
9 8 (0.79%) Ubuntu
9 8 (0.79%) Windows 10
10 4 (0.40%) CentOS
10 4 (0.40%) Mac OS X
11 3 (0.30%) Windows Server 2012
12 2 (0.20%) Apple iOS
13 1 (0.099%) Android
13 1 (0.099%) VMS
Processes & Methodologies
1 442 (43.72%) Business Intelligence
2 382 (37.78%) ETL
3 348 (34.42%) Agile Software Development
4 344 (34.03%) Analytics
5 305 (30.17%) Data Modelling
6 237 (23.44%) Data Management
7 189 (18.69%) Data Architecture
8 186 (18.40%) Data Governance
9 133 (13.16%) Migration
10 125 (12.36%) Data Analysis
11 122 (12.07%) Project Management
12 113 (11.18%) Data Analytics
13 110 (10.88%) Problem-Solving
14 107 (10.58%) DevOps
14 107 (10.58%) Scrum
15 96 (9.50%) SDLC
16 92 (9.10%) Data Science
17 89 (8.80%) Continuous Improvement
18 88 (8.70%) Master Data Management
19 85 (8.41%) SOA
Programming Languages
1 481 (47.58%) SQL
2 193 (19.09%) Java
3 115 (11.37%) T-SQL
4 103 (10.19%) Python
5 97 (9.59%) C#
6 77 (7.62%) JavaScript
7 65 (6.43%) PL/SQL
8 62 (6.13%) Scala
9 36 (3.56%) R
10 33 (3.26%) PowerShell
11 32 (3.17%) PHP
12 22 (2.18%) Java 8
13 15 (1.48%) VB
13 15 (1.48%) VB.NET
14 14 (1.38%) C
15 11 (1.09%) Clojure
16 9 (0.89%) Data Analysis Expressions (DAX)
16 9 (0.89%) Shell Script
17 8 (0.79%) Bash Shell
17 8 (0.79%) Perl
Qualifications
1 130 (12.86%) Degree
2 41 (4.06%) Security Cleared
3 25 (2.47%) Computer Science Degree
4 22 (2.18%) Postgraduate
5 12 (1.19%) SC Cleared
6 11 (1.09%) ITIL Certification
7 10 (0.99%) AWS Certification
7 10 (0.99%) Master's Degree
7 10 (0.99%) PhD
8 8 (0.79%) Microsoft Certification
8 8 (0.79%) TOGAF Certification
9 5 (0.49%) Numerate Degree
10 4 (0.40%) ISTQB
10 4 (0.40%) MBA
11 3 (0.30%) PRINCE2 Practitioner
11 3 (0.30%) SAS Certification
12 2 (0.20%) CIPD
13 1 (0.099%) PMI Certification
13 1 (0.099%) PMP
13 1 (0.099%) PRINCE2 Certification
Quality Assurance & Compliance
1 226 (22.35%) Data Quality
2 58 (5.74%) QA
3 18 (1.78%) GDPR
4 16 (1.58%) SLA
5 7 (0.69%) PMO
6 6 (0.59%) GxP
7 3 (0.30%) HL7
7 3 (0.30%) ISO/IEC 27001
8 2 (0.20%) GCP
9 1 (0.099%) Basel III
9 1 (0.099%) SEPA
9 1 (0.099%) TARGET2
System Software
1 36 (3.56%) Docker
2 28 (2.77%) HDFS
3 23 (2.27%) Apache Flume
4 13 (1.29%) Virtual Machines
5 12 (1.19%) Active Directory
6 8 (0.79%) VMware Infrastructure
7 3 (0.30%) Apache ZooKeeper
7 3 (0.30%) Hyper-V
7 3 (0.30%) Virtual Servers
Systems Management
1 17 (1.68%) Oozie
1 17 (1.68%) Puppet
2 15 (1.48%) Hadoop YARN
3 14 (1.38%) Opscode Chef
4 13 (1.29%) Kubernetes
5 12 (1.19%) Ansible
6 10 (0.99%) Single Sign-On
7 6 (0.59%) Control-M
8 5 (0.49%) Terraform
9 4 (0.40%) Nagios
9 4 (0.40%) Oracle Enterprise Manager
9 4 (0.40%) Systems Management Server (SMS)
10 3 (0.30%) Ambari
10 3 (0.30%) HP Quality Center
10 3 (0.30%) Packer
11 1 (0.099%) Consul
11 1 (0.099%) Failover Clustering
11 1 (0.099%) SCOrch
11 1 (0.099%) WebSphere Cast Iron
Vendors
1 296 (29.28%) Oracle
2 243 (24.04%) Microsoft
3 91 (9.00%) Tableau
4 87 (8.61%) Talend
5 86 (8.51%) Informatica
6 48 (4.75%) IBM
7 39 (3.86%) Cognos
8 34 (3.36%) SAP
9 33 (3.26%) Cognizant
10 26 (2.57%) Salesforce.com
11 20 (1.98%) Cloudera
11 20 (1.98%) Red Hat
12 15 (1.48%) Google
13 13 (1.29%) Hortonworks
13 13 (1.29%) MicroStrategy
13 13 (1.29%) Teradata
14 12 (1.19%) HubSpot
14 12 (1.19%) VMware
15 10 (0.99%) MapR
15 10 (0.99%) MuleSoft