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

Data Integration
UK > England
6 months to
19 Oct 2018
Same period 2017 Same period 2016
Rank 481 450 473
Rank change year-on-year -31 +23 -37
Permanent jobs citing Data Integration 880 1,063 1,100
As % of all permanent IT jobs advertised in England 0.57% 0.65% 0.61%
As % of the Processes & Methodologies category 0.63% 0.71% 0.67%
Number of salaries quoted 654 715 961
England median annual salary £60,000 £57,500 £57,500
Median salary % change year-on-year +4.35% - +4.55%
10th Percentile £39,750 £36,500 £32,500
90th Percentile £87,500 £85,000 £87,500
UK median annual salary £60,000 £57,500 £57,500
% change year-on-year +4.35% - +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 139,891 150,142 164,044
As % of all permanent IT jobs advertised in England 91.09% 91.56% 90.89%
Number of salaries quoted 112,228 119,242 137,909
England median annual salary £52,000 £50,000 £50,000
Median salary % change year-on-year +4.00% - +5.26%
10th Percentile £29,750 £28,500 £28,000
90th Percentile £85,000 £80,000 £78,750
UK median annual salary £50,000 £50,000 £48,500
% change year-on-year - +3.09% +2.11%

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 October 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 October 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 -19 450 £60,000 -7.69% 63
South East +64 221 £60,000 +9.09% 13
North of England -54 72 £52,500 +5.00% 21
South West -9 52 £52,500 +17.98% 6
East of England -12 41 £55,000 -8.33% 12
Midlands -12 38 £60,000 -14.29% 10
North West -39 38 £47,500 -5.00% 13
Yorkshire +10 34 £55,000 +10.00% 7
West Midlands +2 20 £60,000 -14.29% 6
East Midlands -1 17 £71,250 +58.33% 4
Data Integration
UK

For the 6 months to 19 October 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.

1 411 (46.70%) Data Warehouse
2 394 (44.77%) SQL
3 383 (43.52%) ETL
4 379 (43.07%) Business Intelligence
5 350 (39.77%) Agile Software Development
6 339 (38.52%) Analytics
7 329 (37.39%) Data Modelling
8 285 (32.39%) SQL Server
9 272 (30.91%) Microsoft
10 271 (30.80%) Finance
11 252 (28.64%) Oracle
12 236 (26.82%) Data Management
13 212 (24.09%) SQL Server Integration Services
14 204 (23.18%) Big Data
15 195 (22.16%) Microsoft Azure
16 184 (20.91%) Data Quality
17 176 (20.00%) Analytical Skills
18 170 (19.32%) Data Architecture
19 157 (17.84%) SQL Server Reporting Services
20 150 (17.05%) Degree
21 147 (16.70%) Relational Database
22 145 (16.48%) Data Analysis
23 138 (15.68%) Data Governance
24 130 (14.77%) Java
25 128 (14.55%) Project Management
26 124 (14.09%) Scrum
27 123 (13.98%) Amazon AWS
28 117 (13.30%) Migration
29 109 (12.39%) Power BI
30 102 (11.59%) Web 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 88 (10.00%) Apache Spark
2 58 (6.59%) SAS
3 48 (5.45%) Apache
4 37 (4.20%) IIS
5 35 (3.98%) BizTalk Server
6 23 (2.61%) Oracle SOA Suite
7 19 (2.16%) Tomcat
8 15 (1.70%) SharePoint
9 13 (1.48%) Apache Solr
9 13 (1.48%) JBoss
10 12 (1.36%) Apache Pig
11 9 (1.02%) Elasticsearch
12 8 (0.91%) SugarCRM
13 5 (0.57%) SharePoint Server
14 4 (0.45%) WebLogic
15 3 (0.34%) Confluence
15 3 (0.34%) WebSphere
16 2 (0.23%) NServiceBus
16 2 (0.23%) SharePoint 2010
16 2 (0.23%) SharePoint 2013
Applications
1 39 (4.43%) Microsoft Excel
2 10 (1.14%) Microsoft Office
3 6 (0.68%) Spreadsheet
4 5 (0.57%) SPSS
5 2 (0.23%) MS Visio
6 1 (0.11%) Microsoft PowerPoint
Business Applications
1 21 (2.39%) Dynamics CRM
2 19 (2.16%) Cognos Business Intelligence
2 19 (2.16%) Cognos TM1
3 14 (1.59%) Oracle EBS
4 6 (0.68%) SAP S/4HANA
5 5 (0.57%) MetaTrader
6 4 (0.45%) SAP CO
6 4 (0.45%) SAP FI
6 4 (0.45%) SAP FI/CO
6 4 (0.45%) TRIRIGA
7 2 (0.23%) Dynamics NAV
7 2 (0.23%) Magento
7 2 (0.23%) NetSuite
8 1 (0.11%) Eloqua
8 1 (0.11%) Oracle BPM
8 1 (0.11%) Sage 1000
8 1 (0.11%) SAP HR
8 1 (0.11%) SAP Payroll
8 1 (0.11%) Unit4 Business World
8 1 (0.11%) Workday HCM
Cloud Services
1 195 (22.16%) Microsoft Azure
2 123 (13.98%) Amazon AWS
3 38 (4.32%) Azure Data Factory
4 29 (3.30%) SaaS
5 21 (2.39%) Serverless
6 18 (2.05%) Amazon S3
7 14 (1.59%) Office 365
7 14 (1.59%) PaaS
8 13 (1.48%) Boomi
9 12 (1.36%) Google Cloud Platform
10 10 (1.14%) Amazon EC2
11 9 (1.02%) AWS Lambda
11 9 (1.02%) IaaS
11 9 (1.02%) IBM Cloud
12 8 (0.91%) Amazon Kinesis
12 8 (0.91%) Azure Functions
12 8 (0.91%) Cloud Computing
12 8 (0.91%) Data Lake Analytics
13 7 (0.80%) Dynamics 365
14 5 (0.57%) Cortana Intelligence Suite
Communications & Networking
1 39 (4.43%) Internet
2 7 (0.80%) VPN
3 6 (0.68%) VoIP
4 4 (0.45%) SAN
5 2 (0.23%) Firewall
5 2 (0.23%) Intranet
5 2 (0.23%) SMS
5 2 (0.23%) SSH
6 1 (0.11%) IPsec
6 1 (0.11%) SSL
6 1 (0.11%) VLAN
Database & Business Intelligence
1 411 (46.70%) Data Warehouse
2 285 (32.39%) SQL Server
3 212 (24.09%) SQL Server Integration Services
4 204 (23.18%) Big Data
5 157 (17.84%) SQL Server Reporting Services
6 147 (16.70%) Relational Database
7 109 (12.39%) Power BI
8 101 (11.48%) Hadoop
9 100 (11.36%) SQL Server Analysis Services
10 77 (8.75%) NoSQL
11 76 (8.64%) MySQL
12 65 (7.39%) Data Lake
13 52 (5.91%) RDBMS
14 44 (5.00%) Apache Hive
15 43 (4.89%) SAP BW
16 37 (4.20%) BusinessObjects
16 37 (4.20%) Oracle ODI
16 37 (4.20%) QlikView
17 32 (3.64%) OLAP
18 31 (3.52%) SQL Server 2012
Development Applications
1 33 (3.75%) ERwin
2 32 (3.64%) SQL Server Management Studio (SSMS)
3 27 (3.07%) Visual Studio
4 23 (2.61%) JIRA
5 16 (1.82%) Team Foundation Server
6 15 (1.70%) Jenkins
7 14 (1.59%) Git (software)
8 13 (1.48%) SpecFlow
9 12 (1.36%) Selenium
9 12 (1.36%) Visual Studio Team System
10 8 (0.91%) PowerDesigner
11 7 (0.80%) Octopus Deploy
11 7 (0.80%) TeamCity
11 7 (0.80%) tSQLt
12 5 (0.57%) ER Studio
12 5 (0.57%) LSMW
13 4 (0.45%) Hudson
14 2 (0.23%) ReSharper
14 2 (0.23%) Subversion
14 2 (0.23%) WebDriver
General
1 271 (30.80%) Finance
2 58 (6.59%) Banking
3 57 (6.48%) Retail
4 35 (3.98%) Marketing
5 16 (1.82%) Legal
6 15 (1.70%) Pharmaceutical
7 13 (1.48%) French Language
8 12 (1.36%) Telecoms
9 8 (0.91%) Advertising
9 8 (0.91%) Japanese Language
10 7 (0.80%) Financial Institution
11 6 (0.68%) Back Office
11 6 (0.68%) Investment Banking
11 6 (0.68%) Online Betting
12 5 (0.57%) Games
13 4 (0.45%) Manufacturing
14 3 (0.34%) German Language
14 3 (0.34%) Music Industry
14 3 (0.34%) Publishing
15 2 (0.23%) General Ledger
Job Titles
1 259 (29.43%) Developer
2 220 (25.00%) Architect
3 147 (16.70%) Data Architect
4 95 (10.80%) Data Engineer
5 85 (9.66%) Analyst
6 83 (9.43%) Consultant
7 67 (7.61%) Business Intelligence Developer
8 43 (4.89%) SQL Developer
9 42 (4.77%) Solutions Architect
10 37 (4.20%) Business Intelligence Consultant
10 37 (4.20%) Integration Developer
11 36 (4.09%) Senior Developer
12 31 (3.52%) Business Intelligence Architect
12 31 (3.52%) Data Analyst
13 26 (2.95%) SSIS Developer
14 24 (2.73%) ETL Developer
14 24 (2.73%) Lead Developer
15 23 (2.61%) Big Data Engineer
15 23 (2.61%) Project Manager
16 22 (2.50%) Data Manager
Libraries, Frameworks & Software Standards
1 102 (11.59%) Web Services
2 95 (10.80%) XML
3 80 (9.09%) .NET
4 58 (6.59%) REST
5 52 (5.91%) HTML
6 49 (5.57%) SOAP
7 48 (5.45%) JSON
8 45 (5.11%) Kafka
9 41 (4.66%) Middleware
10 33 (3.75%) RESTful
11 20 (2.27%) CSS
12 19 (2.16%) MDX
13 17 (1.93%) JSP
14 16 (1.82%) Apache Camel
15 13 (1.48%) Node.js
15 13 (1.48%) Spring
16 12 (1.36%) RabbitMQ
17 11 (1.25%) Spring Boot
17 11 (1.25%) WSDL
18 9 (1.02%) Oracle GoldenGate
Miscellaneous
1 176 (20.00%) Analytical Skills
2 68 (7.73%) Management Information System
3 65 (7.39%) Computer Science
4 59 (6.70%) Data Structures
5 29 (3.30%) Enterprise Software
6 28 (3.18%) FMCG
6 28 (3.18%) User Experience
7 24 (2.73%) Credit Risk
8 23 (2.61%) Market Risk
9 20 (2.27%) Greenfield Project
9 20 (2.27%) Reference Data
10 19 (2.16%) Fintech
10 19 (2.16%) Self-Motivation
11 16 (1.82%) Hybrid Cloud
12 13 (1.48%) Taxonomies
13 10 (1.14%) Mobile App
14 9 (1.02%) Data Centre
14 9 (1.02%) Life Science
14 9 (1.02%) Reinsurance
15 8 (0.91%) Renewable Energy
Operating Systems
1 62 (7.05%) Unix
2 48 (5.45%) Windows
3 25 (2.84%) Linux
4 23 (2.61%) AIX
5 21 (2.39%) HPUX
5 21 (2.39%) Solaris
6 8 (0.91%) Apple iOS
6 8 (0.91%) Windows Server
7 6 (0.68%) Ubuntu
7 6 (0.68%) Windows 10
8 4 (0.45%) Windows Server 2012
9 2 (0.23%) CentOS
9 2 (0.23%) Mac OS X
9 2 (0.23%) Red Hat Enterprise Linux
10 1 (0.11%) Android
10 1 (0.11%) VMS
Processes & Methodologies
1 383 (43.52%) ETL
2 379 (43.07%) Business Intelligence
3 350 (39.77%) Agile Software Development
4 339 (38.52%) Analytics
5 329 (37.39%) Data Modelling
6 236 (26.82%) Data Management
7 170 (19.32%) Data Architecture
8 145 (16.48%) Data Analysis
9 138 (15.68%) Data Governance
10 128 (14.55%) Project Management
11 124 (14.09%) Scrum
12 117 (13.30%) Migration
13 98 (11.14%) Problem-Solving
14 93 (10.57%) Master Data Management
14 93 (10.57%) Visualisation
15 81 (9.20%) Data Science
16 79 (8.98%) Stakeholder Management
17 70 (7.95%) DevOps
18 68 (7.73%) Continuous Improvement
18 68 (7.73%) SDLC
Programming Languages
1 394 (44.77%) SQL
2 130 (14.77%) Java
3 100 (11.36%) Python
4 94 (10.68%) T-SQL
5 78 (8.86%) C#
6 62 (7.05%) PL/SQL
7 47 (5.34%) JavaScript
8 41 (4.66%) R
9 40 (4.55%) Scala
10 30 (3.41%) PowerShell
11 23 (2.61%) C
11 23 (2.61%) PHP
12 19 (2.16%) Data Analysis Expressions (DAX)
13 12 (1.36%) VB.NET
14 10 (1.14%) VB
15 9 (1.02%) Java 8
16 8 (0.91%) Perl
16 8 (0.91%) U-SQL
17 6 (0.68%) Shell Script
17 6 (0.68%) VBA
Qualifications
1 150 (17.05%) Degree
2 41 (4.66%) Security Cleared
3 15 (1.70%) Master's Degree
3 15 (1.70%) SC Cleared
4 14 (1.59%) Postgraduate
5 13 (1.48%) Computer Science Degree
6 5 (0.57%) Numerate Degree
6 5 (0.57%) TOGAF Certification
7 4 (0.45%) ITIL Certification
8 3 (0.34%) DV Cleared
8 3 (0.34%) ISTQB
8 3 (0.34%) Microsoft Certification
8 3 (0.34%) PhD
8 3 (0.34%) PMP
8 3 (0.34%) SAS Certification
9 2 (0.23%) AWS Certification
9 2 (0.23%) ISEB
9 2 (0.23%) SAP Certification
10 1 (0.11%) MBA
10 1 (0.11%) OCA
Quality Assurance & Compliance
1 184 (20.91%) Data Quality
2 48 (5.45%) QA
3 7 (0.80%) PMO
4 6 (0.68%) SLA
5 5 (0.57%) GDPR
6 2 (0.23%) ISO/IEC 27001
7 1 (0.11%) GxP
7 1 (0.11%) HL7
System Software
1 20 (2.27%) HDFS
2 12 (1.36%) Active Directory
3 11 (1.25%) Docker
4 10 (1.14%) Apache Flume
5 9 (1.02%) VMware Infrastructure
6 8 (0.91%) Virtual Machines
7 6 (0.68%) Apache ZooKeeper
8 4 (0.45%) Hyper-V
8 4 (0.45%) Virtual Servers
9 1 (0.11%) Terminal Server
Systems Management
1 12 (1.36%) Opscode Chef
1 12 (1.36%) Puppet
2 11 (1.25%) Terraform
3 9 (1.02%) Oozie
4 7 (0.80%) Ansible
5 6 (0.68%) Packer
6 5 (0.57%) Single Sign-On
7 4 (0.45%) Oracle Enterprise Manager
8 3 (0.34%) Hadoop YARN
8 3 (0.34%) HP Quality Center
9 2 (0.23%) Control-M
9 2 (0.23%) Kubernetes
9 2 (0.23%) Nagios
10 1 (0.11%) Automic
10 1 (0.11%) Consul
10 1 (0.11%) Failover Clustering
10 1 (0.11%) SCOrch
10 1 (0.11%) Systems Management Server (SMS)
10 1 (0.11%) WebSphere Cast Iron
Vendors
1 272 (30.91%) Microsoft
2 252 (28.64%) Oracle
3 101 (11.48%) Tableau
4 82 (9.32%) SAP
5 76 (8.64%) Informatica
6 74 (8.41%) Talend
7 31 (3.52%) Cognos
7 31 (3.52%) Hortonworks
8 26 (2.95%) Cloudera
9 25 (2.84%) Alteryx
10 23 (2.61%) Salesforce.com
11 22 (2.50%) IBM
12 20 (2.27%) Google
12 20 (2.27%) MuleSoft
13 16 (1.82%) MapR
13 16 (1.82%) Teradata
14 15 (1.70%) MicroStrategy
15 12 (1.36%) Dell
15 12 (1.36%) Hyperion
16 11 (1.25%) Trillium