Period
to 17 November 2017

The following table provides summary statistics for permanent job vacancies advertised in London 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
England > London
6 months to
17 Nov 2017
Same period 2016 Same period 2015
Rank 385 410 371
Rank change year-on-year +25 -39 +42
Permanent jobs citing Data Integration 583 535 757
As % of all permanent IT jobs advertised in London 0.77% 0.70% 0.85%
As % of the Processes & Methodologies category 0.84% 0.78% 0.95%
Number of salaries quoted 350 475 653
London median annual salary £60,000 £65,000 £65,000
Median salary % change year-on-year -7.69% - +12.07%
10th Percentile £42,500 £45,000 £41,250
90th Percentile £92,500 £93,750 £97,500
England 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 London with a requirement for process or methodology skills.

All Process and Methodology Skills
London
Permanent vacancies with a requirement for process or methodology skills 69199 68947 80041
As % of all permanent IT jobs advertised in London 91.63% 90.62% 89.54%
Number of salaries quoted 53178 59332 67406
London median annual salary £60,000 £57,500 £55,000
Median salary % change year-on-year +4.35% +4.55% -
10th Percentile £35,000 £33,750 £32,750
90th Percentile £90,000 £88,750 £86,250
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

Data Integration
Job Vacancy Trend in London

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

Job vacancy trend for Data Integration in London

Data Integration
Salary Trend in London

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

Salary trend for Data Integration in London

Data Integration
Salary Histogram in London

The salary distribution of IT jobs citing Data Integration in London over the 6 months to 17 November 2017.

Salary histogram for Data Integration in London

Data Integration
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Integration within the London 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
Central London -6 84 £60,000 -14.29% 9
West London +35 26 £57,500 - 2
South London +17 19 £52,500 -8.86% 2
East London +3 7 £47,500 -22.45% 1
North London +10 2 £61,250 -11.23%
Data Integration
England

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 London region with a requirement for Data Integration.

1 312 (53.52%) SQL
2 256 (43.91%) Finance
3 253 (43.40%) Agile Software Development
4 245 (42.02%) Analytics
5 213 (36.54%) Data Warehouse
6 206 (35.33%) Oracle
7 187 (32.08%) ETL
8 185 (31.73%) Data Modelling
9 179 (30.70%) Business Intelligence
10 152 (26.07%) SQL Server
11 142 (24.36%) Data Management
12 141 (24.19%) Tableau
13 140 (24.01%) Banking
14 129 (22.13%) Microsoft
15 116 (19.90%) Java
15 116 (19.90%) Web Services
16 111 (19.04%) Wealth Management
17 109 (18.70%) Data Quality
18 108 (18.52%) Asset Management
19 104 (17.84%) CRM
20 103 (17.67%) C#
21 100 (17.15%) Investment Banking
22 97 (16.64%) Retail Banking
23 93 (15.95%) Marketing
23 93 (15.95%) Data Analytics
24 90 (15.44%) Unix
25 85 (14.58%) Python
26 82 (14.07%) Big Data
27 78 (13.38%) Middleware
27 78 (13.38%) SQL Server Integration Services

Data Integration
Co-occurring IT Skills in London 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 48 (8.23%) JBoss
2 47 (8.06%) Tomcat
3 43 (7.38%) SAS
4 36 (6.17%) Apache Spark
5 22 (3.77%) SharePoint
6 17 (2.92%) Apache
7 15 (2.57%) CMS
8 10 (1.72%) IIS
9 9 (1.54%) BizTalk Server
10 8 (1.37%) Elasticsearch
11 7 (1.20%) Confluence
12 3 (0.51%) Apache Pig
12 3 (0.51%) Apache Solr
12 3 (0.51%) DNN
12 3 (0.51%) MQSeries
12 3 (0.51%) Oracle SOA Suite
12 3 (0.51%) SharePoint 2010
12 3 (0.51%) WebSphere
13 1 (0.17%) Anypoint
13 1 (0.17%) OpenStack
Applications
1 43 (7.38%) Microsoft Excel
2 22 (3.77%) Microsoft Office
3 15 (2.57%) Photoshop
4 10 (1.72%) SPSS
5 6 (1.03%) Microsoft PowerPoint
6 2 (0.34%) MS Visio
7 1 (0.17%) Stata
7 1 (0.17%) Weka
Business Applications
1 18 (3.09%) Dynamics CRM
2 11 (1.89%) Remedy ITSM
3 9 (1.54%) Eloqua
4 5 (0.86%) Dynamics AX
4 5 (0.86%) Salesforce.com CRM
4 5 (0.86%) SAP CAR
4 5 (0.86%) SAP POS DM
4 5 (0.86%) SAP Retail
5 4 (0.69%) Eagle PACE
6 3 (0.51%) Sage 200
7 2 (0.34%) Cognos TM1
7 2 (0.34%) SAP BPC
8 1 (0.17%) SAP MDG
Cloud Services
1 38 (6.52%) Microsoft Azure
2 25 (4.29%) Amazon AWS
3 23 (3.95%) Google Cloud Platform
4 18 (3.09%) SaaS
5 8 (1.37%) Dynamics 365
6 7 (1.20%) Amazon Kinesis
6 7 (1.20%) PaaS
7 6 (1.03%) Adobe Creative Cloud
8 5 (0.86%) IaaS
8 5 (0.86%) iPaaS
9 4 (0.69%) Boomi
10 3 (0.51%) Cortana Intelligence Suite
11 2 (0.34%) Amazon EMR
12 1 (0.17%) AtomSphere
12 1 (0.17%) AWS Lambda
12 1 (0.17%) Azure Machine Learning
12 1 (0.17%) CloudBees
12 1 (0.17%) npm
12 1 (0.17%) Office 365
12 1 (0.17%) Serverless
Communications & Networking
1 11 (1.89%) SNMP
2 8 (1.37%) Internet
2 8 (1.37%) Intranet
3 4 (0.69%) HTTP
4 1 (0.17%) Kerberos
4 1 (0.17%) LDAP
4 1 (0.17%) Network Security
4 1 (0.17%) VLAN
Database & Business Intelligence
1 213 (36.54%) Data Warehouse
2 152 (26.07%) SQL Server
3 82 (14.07%) Big Data
4 78 (13.38%) SQL Server Integration Services
5 68 (11.66%) BusinessObjects
6 66 (11.32%) SQL Server Reporting Services
7 64 (10.98%) Relational Database
8 57 (9.78%) Oracle Database
9 51 (8.75%) PostgreSQL
10 50 (8.58%) Oracle Database 11g
11 49 (8.40%) Oracle Database 10g
12 48 (8.23%) Power BI
13 46 (7.89%) Hadoop
14 43 (7.38%) QlikView
15 35 (6.00%) SQL Server Analysis Services
16 34 (5.83%) NoSQL
17 33 (5.66%) RDBMS
18 26 (4.46%) SAS Visual Analytics
19 23 (3.95%) BigQuery
20 21 (3.60%) SQL Server 2012
Development Applications
1 48 (8.23%) JUnit
1 48 (8.23%) Maven
2 47 (8.06%) Mockito
2 47 (8.06%) Sonatype Nexus
3 36 (6.17%) Talend Open Studio
4 29 (4.97%) JIRA
5 18 (3.09%) Team Foundation Server
6 13 (2.23%) Visual Studio
7 9 (1.54%) Selenium
8 8 (1.37%) Rational Rhapsody
9 3 (0.51%) Oracle APEX
10 2 (0.34%) Gatling
10 2 (0.34%) Jenkins
10 2 (0.34%) JMeter
11 1 (0.17%) Bitbucket
11 1 (0.17%) Jasmine
11 1 (0.17%) Protractor
11 1 (0.17%) SonarQube
11 1 (0.17%) SQL Server Management Studio (SSMS)
11 1 (0.17%) webpack
General
1 256 (43.91%) Finance
2 140 (24.01%) Banking
3 100 (17.15%) Investment Banking
4 97 (16.64%) Retail Banking
5 93 (15.95%) Marketing
6 54 (9.26%) Publishing
7 50 (8.58%) Front Office
8 31 (5.32%) Financial Institution
9 30 (5.15%) Retail
10 27 (4.63%) Pharmaceutical
11 14 (2.40%) Legal
12 13 (2.23%) Telecoms
13 11 (1.89%) Manufacturing
14 6 (1.03%) Electronics
15 5 (0.86%) Advertising
16 4 (0.69%) Games
17 3 (0.51%) Automotive
17 3 (0.51%) Back Office
18 2 (0.34%) Billing
18 2 (0.34%) Local Government
Job Titles
1 166 (28.47%) Developer
2 128 (21.96%) Architect
3 65 (11.15%) Consultant
4 64 (10.98%) Data Architect
5 63 (10.81%) Senior Developer
6 54 (9.26%) Java Developer
7 53 (9.09%) Analyst
8 50 (8.58%) Software Engineer
9 49 (8.40%) C# Software Engineer
9 49 (8.40%) Senior C# Software Engineer
9 49 (8.40%) Senior Software Engineer
10 48 (8.23%) Oracle Developer
10 48 (8.23%) Senior Java Developer
11 47 (8.06%) Senior Oracle Developer
12 33 (5.66%) Solutions Architect
13 28 (4.80%) Data Analyst
14 24 (4.12%) Technical Architect
15 22 (3.77%) Business Intelligence Developer
16 21 (3.60%) SAS Consultant
17 20 (3.43%) Data Engineer
Libraries, Frameworks & Software Standards
1 116 (19.90%) Web Services
2 78 (13.38%) Middleware
3 73 (12.52%) RESTful
4 57 (9.78%) .NET
5 49 (8.40%) J2EE
5 49 (8.40%) Spring
6 48 (8.23%) JDBC
7 47 (8.06%) HTML
7 47 (8.06%) JMS
7 47 (8.06%) TIBCO EMS
8 43 (7.38%) SOAP
9 38 (6.52%) AngularJS
10 36 (6.17%) JSON
11 32 (5.49%) CSS
11 32 (5.49%) XML
12 28 (4.80%) REST
13 26 (4.46%) HTML5
14 22 (3.77%) .NET Framework
15 20 (3.43%) MDX
16 18 (3.09%) Entity Framework
Miscellaneous
1 69 (11.84%) Credit Risk
2 61 (10.46%) Analytical Skills
3 49 (8.40%) Derivative
4 38 (6.52%) Management Information System
5 32 (5.49%) Enterprise Software
6 29 (4.97%) Data Structures
7 17 (2.92%) Fintech
7 17 (2.92%) User Experience
8 14 (2.40%) Computer Science
8 14 (2.40%) Hedge funds
8 14 (2.40%) Life Science
9 12 (2.06%) Algorithms
10 11 (1.89%) CMDB
10 11 (1.89%) PMI
11 10 (1.72%) Marketing Technology
12 8 (1.37%) Greenfield Project
12 8 (1.37%) Reference Data
13 7 (1.20%) Linux Command Line
14 5 (0.86%) Driving Licence
14 5 (0.86%) Hybrid Cloud
Operating Systems
1 90 (15.44%) Unix
2 36 (6.17%) Linux
3 21 (3.60%) Windows
4 3 (0.51%) Windows Server 2012
5 2 (0.34%) Android
5 2 (0.34%) Apple iOS
5 2 (0.34%) Windows Server
Processes & Methodologies
1 253 (43.40%) Agile Software Development
2 245 (42.02%) Analytics
3 187 (32.08%) ETL
4 185 (31.73%) Data Modelling
5 179 (30.70%) Business Intelligence
6 142 (24.36%) Data Management
7 111 (19.04%) Wealth Management
8 108 (18.52%) Asset Management
9 104 (17.84%) CRM
10 93 (15.95%) Data Analytics
11 76 (13.04%) Visualisation
12 73 (12.52%) Performance Tuning
13 71 (12.18%) Project Management
14 70 (12.01%) Unit Testing
15 67 (11.49%) Data Architecture
16 63 (10.81%) MVC
17 62 (10.63%) TDD
18 58 (9.95%) Software Engineering
19 57 (9.78%) Integration Testing
20 56 (9.61%) Stakeholder Management
Programming Languages
1 312 (53.52%) SQL
2 116 (19.90%) Java
3 103 (17.67%) C#
4 85 (14.58%) Python
5 76 (13.04%) PL/SQL
6 58 (9.95%) T-SQL
7 53 (9.09%) Perl
8 47 (8.06%) Bash Shell
9 44 (7.55%) JavaScript
10 24 (4.12%) PowerShell
11 23 (3.95%) Shell Script
12 19 (3.26%) VBA
13 17 (2.92%) R
14 16 (2.74%) Scala
15 14 (2.40%) C
16 11 (1.89%) Data Analysis Expressions (DAX)
17 9 (1.54%) TypeScript
18 7 (1.20%) VB.NET
19 6 (1.03%) X++
20 5 (0.86%) ABAP
Qualifications
1 60 (10.29%) Degree
2 12 (2.06%) Microsoft Certification
3 11 (1.89%) PMI Certification
3 11 (1.89%) PMP
4 10 (1.72%) Security Cleared
5 8 (1.37%) MBA
6 7 (1.20%) ITIL Foundation Certificate
6 7 (1.20%) MCITP
6 7 (1.20%) MCTS
7 5 (0.86%) MCSA
7 5 (0.86%) MCSE
8 4 (0.69%) Computer Science Degree
8 4 (0.69%) ISTQB
8 4 (0.69%) PhD
8 4 (0.69%) SC Cleared
9 3 (0.51%) Master's Degree
9 3 (0.51%) Oracle Certification
9 3 (0.51%) Postgraduate
10 1 (0.17%) CTC Cleared
10 1 (0.17%) ISEB
Quality Assurance & Compliance
1 109 (18.70%) Data Quality
2 16 (2.74%) GDPR
3 14 (2.40%) QA
4 6 (1.03%) Basel III
4 6 (1.03%) GCP
4 6 (1.03%) SEPA
4 6 (1.03%) SLA
4 6 (1.03%) TARGET2
5 5 (0.86%) IFRS
5 5 (0.86%) NEBOSH
6 4 (0.69%) GAAP
6 4 (0.69%) ISO/IEC 27001
6 4 (0.69%) PCI DSS
6 4 (0.69%) Solvency II
7 2 (0.34%) PMO
8 1 (0.17%) IFRS 9
8 1 (0.17%) MiFID
System Software
1 4 (0.69%) HDFS
2 3 (0.51%) Apache Flume
3 2 (0.34%) Apache ZooKeeper
4 1 (0.17%) Docker
4 1 (0.17%) Virtual Machines
Systems Management
1 9 (1.54%) HP Quality Center
2 8 (1.37%) Control-M
3 3 (0.51%) Oozie
4 1 (0.17%) Hadoop YARN
Vendors
1 206 (35.33%) Oracle
2 141 (24.19%) Tableau
3 129 (22.13%) Microsoft
4 59 (10.12%) Informatica
5 47 (8.06%) TIBCO
6 36 (6.17%) Talend
7 33 (5.66%) SAP
8 29 (4.97%) Salesforce.com
9 25 (4.29%) Cloudera
10 23 (3.95%) Google
11 17 (2.92%) Splunk
12 13 (2.23%) IBM
13 12 (2.06%) Netezza
14 11 (1.89%) Adobe
14 11 (1.89%) AppDynamics
14 11 (1.89%) BMC
14 11 (1.89%) LANDesk
14 11 (1.89%) Remedy
14 11 (1.89%) ServiceNow
14 11 (1.89%) Teradata