Period
to 23 November 2017

The following table provides summary statistics for permanent job vacancies 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 23 November 2017 with a comparison to the same period in the previous 2 years.

Data Integration
UK
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 444 473 422
Rank change year-on-year +29 -51 +65
Permanent jobs citing Data Integration 1162 1168 1590
As % of all permanent IT jobs advertised in the UK 0.65% 0.62% 0.73%
As % of the Processes & Methodologies category 0.72% 0.69% 0.82%
Number of salaries quoted 794 963 1246
UK 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 £87,500
UK excluding London median annual salary £52,750 £50,000 £46,000
% change year-on-year +5.50% +8.70% -8.00%

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 with a requirement for process or methodology skills.

All Process and Methodology Skills
UK
Permanent vacancies with a requirement for process or methodology skills 161952 169683 193148
As % of all permanent IT jobs advertised in the UK 89.90% 89.39% 88.81%
Number of salaries quoted 127936 140934 159138
UK median annual salary £50,000 £49,500 £47,500
Median salary % change year-on-year +1.01% +4.21% +5.56%
10th Percentile £28,750 £28,000 £27,500
90th Percentile £80,000 £79,350 £77,500
UK excluding London median annual salary £44,000 £42,500 £42,500
% change year-on-year +3.53% - +6.25%

Data Integration
Job Vacancy Trend

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

Job vacancy trend for Data Integration in the UK

Data Integration
Salary Trend

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Integration.

Salary trend for Data Integration in the UK

Data Integration
Salary Histogram

The salary distribution of IT jobs citing Data Integration over the 6 months to 23 November 2017.

Salary histogram for Data Integration in the UK

Data Integration
Top 16 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Integration within the UK over the 6 months to 23 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
England +27 1097 £57,500 - 71
London +19 579 £60,000 -7.69% 42
UK excluding London +13 550 £52,750 +5.50% 40
South East -3 164 £55,000 +2.80% 9
North of England +2 158 £50,000 +11.11% 8
North West +4 86 £56,250 +50.00% 6
East of England -1 63 £60,000 +4.35% 6
Midlands +37 62 £70,000 +40.00% 2
South West +31 57 £45,000 +20.00% 4
Yorkshire 0 55 £45,000 -10.00% 2
West Midlands +35 53 £70,000 +33.33% 2
Scotland -38 46 £39,137 -15.38% 10
North East +5 11 £35,000 -14.63%
East Midlands +25 9 £45,000 +3.45%
Wales +12 9 £36,250 - 1
Northern Ireland -24 3 £70,000 +33.33%

For the 6 months to 23 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 with a requirement for Data Integration.

1 571 (49.14%) SQL
2 446 (38.38%) Analytics
3 444 (38.21%) Business Intelligence
4 419 (36.06%) Agile Software Development
5 417 (35.89%) ETL
6 413 (35.54%) Data Warehouse
7 359 (30.90%) Finance
8 344 (29.60%) Oracle
9 329 (28.31%) SQL Server
10 308 (26.51%) Data Modelling
11 258 (22.20%) Microsoft
12 245 (21.08%) Data Management
13 234 (20.14%) Data Quality
14 233 (20.05%) Java
15 223 (19.19%) Big Data
16 212 (18.24%) Web Services
17 182 (15.66%) Banking
18 179 (15.40%) SQL Server Integration Services
18 179 (15.40%) Tableau
19 160 (13.77%) Analytical Skills
20 153 (13.17%) SAP
21 148 (12.74%) CRM
22 146 (12.56%) Migration
23 143 (12.31%) Data Analytics
24 141 (12.13%) Asset Management
25 140 (12.05%) C#
26 136 (11.70%) Relational Database
27 135 (11.62%) SQL Server Reporting Services
28 134 (11.53%) Marketing
29 127 (10.93%) Hadoop

Data Integration
Co-occurring IT Skills 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 77 (6.63%) SAS
2 67 (5.77%) JBoss
3 65 (5.59%) Tomcat
4 61 (5.25%) Apache
5 60 (5.16%) Apache Spark
6 37 (3.18%) Oracle SOA Suite
7 33 (2.84%) SharePoint
8 31 (2.67%) WebSphere
9 27 (2.32%) WebLogic
10 26 (2.24%) Elasticsearch
11 17 (1.46%) CMS
12 14 (1.20%) BizTalk Server
13 13 (1.12%) IIS
14 12 (1.03%) Oracle Service Bus
15 9 (0.77%) Apache Solr
15 9 (0.77%) Confluence
16 8 (0.69%) Apache Pig
17 3 (0.26%) DNN
17 3 (0.26%) SharePoint 2010
17 3 (0.26%) WordPress
Applications
1 58 (4.99%) Microsoft Excel
2 25 (2.15%) Microsoft Office
3 15 (1.29%) Photoshop
4 14 (1.20%) SPSS
5 7 (0.60%) Microsoft PowerPoint
5 7 (0.60%) MS Visio
6 1 (0.086%) Stata
6 1 (0.086%) Weka
Business Applications
1 37 (3.18%) Dynamics CRM
2 11 (0.95%) Remedy ITSM
3 10 (0.86%) SAP Hybris
4 9 (0.77%) Eloqua
4 9 (0.77%) SAP APO
4 9 (0.77%) SAP ERP
5 8 (0.69%) SAP Retail
6 6 (0.52%) Salesforce.com CRM
6 6 (0.52%) SAP CAR
6 6 (0.52%) SAP POS DM
7 5 (0.43%) Infor CloudSuite
8 4 (0.34%) Dynamics AX
8 4 (0.34%) Eagle PACE
8 4 (0.34%) Oracle Retail
9 3 (0.26%) Cognos Business Intelligence
9 3 (0.26%) Cognos TM1
9 3 (0.26%) Sage 200
9 3 (0.26%) SAP BPC
9 3 (0.26%) Unica
10 2 (0.17%) Oracle BPM
Cloud Services
1 96 (8.26%) Microsoft Azure
2 67 (5.77%) Amazon AWS
3 33 (2.84%) Google Cloud Platform
4 31 (2.67%) SaaS
5 20 (1.72%) Cloud Computing
6 15 (1.29%) iPaaS
7 13 (1.12%) GitHub
8 11 (0.95%) Amazon CloudWatch
8 11 (0.95%) AWS CloudFormation
9 10 (0.86%) PaaS
10 8 (0.69%) Amazon Kinesis
10 8 (0.69%) Dynamics 365
11 7 (0.60%) Cortana Intelligence Suite
11 7 (0.60%) IaaS
12 6 (0.52%) Adobe Creative Cloud
13 5 (0.43%) Amazon EMR
13 5 (0.43%) Boomi
13 5 (0.43%) SuccessFactors
14 3 (0.26%) Amazon S3
14 3 (0.26%) Silverpop
Communications & Networking
1 21 (1.81%) HTTP
2 15 (1.29%) Internet
3 13 (1.12%) LDAP
3 13 (1.12%) SSL
4 11 (0.95%) SNMP
5 9 (0.77%) Intranet
5 9 (0.77%) SMS
6 3 (0.26%) TCP/IP
6 3 (0.26%) VoIP
6 3 (0.26%) VPN
7 2 (0.17%) AMQP
7 2 (0.17%) FTP
8 1 (0.086%) HTTPS
8 1 (0.086%) Kerberos
8 1 (0.086%) Network Security
8 1 (0.086%) SAN
8 1 (0.086%) VLAN
Database & Business Intelligence
1 413 (35.54%) Data Warehouse
2 329 (28.31%) SQL Server
3 223 (19.19%) Big Data
4 179 (15.40%) SQL Server Integration Services
5 136 (11.70%) Relational Database
6 135 (11.62%) SQL Server Reporting Services
7 127 (10.93%) Hadoop
8 121 (10.41%) BusinessObjects
9 93 (8.00%) SQL Server Analysis Services
10 86 (7.40%) NoSQL
11 79 (6.80%) QlikView
12 73 (6.28%) Power BI
13 66 (5.68%) Oracle Database
14 63 (5.42%) PostgreSQL
15 55 (4.73%) RDBMS
16 51 (4.39%) Oracle Database 10g
17 50 (4.30%) Oracle Database 11g
18 47 (4.04%) OLAP
19 45 (3.87%) MySQL
20 43 (3.70%) SAP Data Services
Development Applications
1 78 (6.71%) Talend Open Studio
2 56 (4.82%) Maven
3 49 (4.22%) JIRA
4 47 (4.04%) JUnit
5 44 (3.79%) Mockito
5 44 (3.79%) Sonatype Nexus
6 33 (2.84%) Visual Studio
7 29 (2.50%) Team Foundation Server
8 18 (1.55%) Jenkins
9 15 (1.29%) Git (software)
10 12 (1.03%) Bitbucket
11 10 (0.86%) Selenium
12 8 (0.69%) Eclipse
13 7 (0.60%) Rational Rhapsody
14 5 (0.43%) Ant
14 5 (0.43%) ProC
14 5 (0.43%) SQL Server Management Studio (SSMS)
15 3 (0.26%) ERwin
15 3 (0.26%) JMeter
15 3 (0.26%) MagicDraw
General
1 359 (30.90%) Finance
2 182 (15.66%) Banking
3 134 (11.53%) Marketing
4 101 (8.69%) Investment Banking
5 94 (8.09%) Retail Banking
6 73 (6.28%) Retail
7 58 (4.99%) Publishing
8 51 (4.39%) Front Office
9 50 (4.30%) Telecoms
10 44 (3.79%) Manufacturing
11 35 (3.01%) Advertising
12 33 (2.84%) Financial Institution
13 29 (2.50%) Electronics
14 28 (2.41%) Games
14 28 (2.41%) Pharmaceutical
15 20 (1.72%) Legal
16 6 (0.52%) French Language
16 6 (0.52%) German Language
16 6 (0.52%) Italian Language
16 6 (0.52%) Spanish Language
Job Titles
1 345 (29.69%) Developer
2 287 (24.70%) Architect
3 149 (12.82%) Data Architect
4 131 (11.27%) Consultant
5 105 (9.04%) Analyst
6 104 (8.95%) Solutions Architect
7 95 (8.18%) Java Developer
8 74 (6.37%) Business Intelligence Developer
9 67 (5.77%) Senior Developer
10 55 (4.73%) Oracle Developer
11 52 (4.48%) Data Consultant
12 51 (4.39%) Software Engineer
13 49 (4.22%) C# Software Engineer
13 49 (4.22%) Data Analyst
13 49 (4.22%) Senior C# Software Engineer
13 49 (4.22%) Senior Software Engineer
14 46 (3.96%) Senior Java Developer
14 46 (3.96%) SQL Developer
15 45 (3.87%) ETL Developer
16 44 (3.79%) Senior Oracle Developer
Libraries, Frameworks & Software Standards
1 212 (18.24%) Web Services
2 104 (8.95%) Middleware
2 104 (8.95%) RESTful
3 102 (8.78%) XML
4 97 (8.35%) Spring
5 84 (7.23%) .NET
6 83 (7.14%) SOAP
7 66 (5.68%) HTML
8 65 (5.59%) REST
9 54 (4.65%) JSON
10 52 (4.48%) JDBC
11 49 (4.22%) JMS
12 48 (4.13%) J2EE
13 44 (3.79%) MDX
13 44 (3.79%) TIBCO EMS
14 42 (3.61%) AngularJS
15 39 (3.36%) CSS
16 29 (2.50%) HTML5
17 28 (2.41%) React
18 27 (2.32%) .NET Framework
Miscellaneous
1 160 (13.77%) Analytical Skills
2 76 (6.54%) Management Information System
3 69 (5.94%) Credit Risk
4 51 (4.39%) Enterprise Software
5 49 (4.22%) Derivative
6 40 (3.44%) Computer Science
7 39 (3.36%) User Experience
8 38 (3.27%) Data Structures
9 21 (1.81%) Fintech
10 20 (1.72%) Algorithms
10 20 (1.72%) Life Science
11 16 (1.38%) Hybrid Cloud
12 14 (1.20%) Hedge funds
13 12 (1.03%) Greenfield Project
13 12 (1.03%) PMI
13 12 (1.03%) Reference Data
14 11 (0.95%) CMDB
14 11 (0.95%) Social Media
15 10 (0.86%) Marketing Technology
16 7 (0.60%) Linux Command Line
Operating Systems
1 111 (9.55%) Unix
2 107 (9.21%) Linux
3 72 (6.20%) Windows
4 24 (2.07%) Solaris
5 6 (0.52%) Windows Server
6 3 (0.26%) CentOS
6 3 (0.26%) Debian
6 3 (0.26%) Ubuntu
6 3 (0.26%) Windows Server 2012
7 2 (0.17%) Android
7 2 (0.17%) Apple iOS
8 1 (0.086%) AIX
Processes & Methodologies
1 446 (38.38%) Analytics
2 444 (38.21%) Business Intelligence
3 419 (36.06%) Agile Software Development
4 417 (35.89%) ETL
5 308 (26.51%) Data Modelling
6 245 (21.08%) Data Management
7 148 (12.74%) CRM
8 146 (12.56%) Migration
9 143 (12.31%) Data Analytics
10 141 (12.13%) Asset Management
11 123 (10.59%) Performance Tuning
12 121 (10.41%) Stakeholder Management
13 113 (9.72%) Master Data Management
14 111 (9.55%) Project Management
15 110 (9.47%) Wealth Management
16 108 (9.29%) Data Migration
17 107 (9.21%) Data Governance
18 105 (9.04%) Data Architecture
19 100 (8.61%) Visualisation
20 99 (8.52%) TOGAF
Programming Languages
1 571 (49.14%) SQL
2 233 (20.05%) Java
3 140 (12.05%) C#
4 126 (10.84%) Python
5 95 (8.18%) T-SQL
6 87 (7.49%) PL/SQL
7 71 (6.11%) JavaScript
8 54 (4.65%) Perl
9 44 (3.79%) Bash Shell
10 38 (3.27%) PowerShell
11 31 (2.67%) R
12 25 (2.15%) Shell Script
13 24 (2.07%) Scala
14 21 (1.81%) C
15 20 (1.72%) VBA
16 15 (1.29%) VB.NET
17 13 (1.12%) TypeScript
18 12 (1.03%) C++
18 12 (1.03%) Data Analysis Expressions (DAX)
19 8 (0.69%) ABAP
Qualifications
1 115 (9.90%) Degree
2 47 (4.04%) Security Cleared
3 20 (1.72%) Microsoft Certification
4 15 (1.29%) Computer Science Degree
5 12 (1.03%) PMI Certification
6 11 (0.95%) PMP
7 10 (0.86%) MCITP
7 10 (0.86%) SC Cleared
8 9 (0.77%) PhD
9 8 (0.69%) MBA
10 7 (0.60%) ITIL Foundation Certificate
10 7 (0.60%) MCTS
11 6 (0.52%) Master's Degree
12 5 (0.43%) MCSA
12 5 (0.43%) MCSE
13 4 (0.34%) ISEB
13 4 (0.34%) ISTQB
14 3 (0.26%) Oracle Certification
14 3 (0.26%) Postgraduate
15 1 (0.086%) ITIL Certification
Quality Assurance & Compliance
1 234 (20.14%) Data Quality
2 37 (3.18%) QA
3 21 (1.81%) SLA
4 20 (1.72%) GDPR
5 6 (0.52%) Basel III
5 6 (0.52%) GCP
5 6 (0.52%) IFRS
5 6 (0.52%) ISO/IEC 27001
5 6 (0.52%) SEPA
5 6 (0.52%) TARGET2
6 5 (0.43%) GAAP
6 5 (0.43%) NEBOSH
7 4 (0.34%) PCI DSS
7 4 (0.34%) Solvency II
8 2 (0.17%) HL7
8 2 (0.17%) ISO 20022
8 2 (0.17%) PMO
9 1 (0.086%) IFRS 9
9 1 (0.086%) MiFID
System Software
1 15 (1.29%) Active Directory
2 10 (0.86%) HDFS
3 8 (0.69%) VMware Infrastructure
4 6 (0.52%) Docker
5 3 (0.26%) Apache Flume
6 2 (0.17%) Apache ZooKeeper
7 1 (0.086%) Virtual Machines
Systems Management
1 14 (1.20%) Puppet
2 11 (0.95%) Ambari
2 11 (0.95%) Opscode Chef
2 11 (0.95%) ZABBIX
3 9 (0.77%) Control-M
3 9 (0.77%) HP Quality Center
4 7 (0.60%) Hadoop YARN
5 3 (0.26%) Oozie
6 2 (0.17%) Ansible
6 2 (0.17%) Failover Clustering
7 1 (0.086%) EMC NetWorker
7 1 (0.086%) Oracle Enterprise Manager
7 1 (0.086%) Systems Management Server (SMS)
Vendors
1 344 (29.60%) Oracle
2 258 (22.20%) Microsoft
3 179 (15.40%) Tableau
4 153 (13.17%) SAP
5 113 (9.72%) Informatica
6 78 (6.71%) Talend
7 71 (6.11%) IBM
8 60 (5.16%) TIBCO
9 49 (4.22%) Hortonworks
10 46 (3.96%) Google
11 45 (3.87%) Cognos
12 41 (3.53%) Cloudera
13 31 (2.67%) Salesforce.com
14 30 (2.58%) Jaspersoft
15 27 (2.32%) HP
16 25 (2.15%) MicroStrategy
17 21 (1.81%) Netezza
17 21 (1.81%) Teradata
18 19 (1.64%) ArcSight
19 17 (1.46%) Splunk