Period
to 18 November 2017

The following table provides summary statistics for permanent job vacancies advertised in the City of 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 18 November 2017 with a comparison to the same period in the previous 2 years.

Data Integration
Central London > City of London
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 264 276 256
Rank change year-on-year +12 -20 +56
Permanent jobs citing Data Integration 66 78 176
As % of all permanent IT jobs advertised in the City of London 0.65% 0.67% 1.02%
As % of the Processes & Methodologies category 0.72% 0.75% 1.14%
Number of salaries quoted 62 76 156
City of London median annual salary £60,000 £70,000 £61,500
Median salary % change year-on-year -14.29% +13.82% +11.82%
10th Percentile £47,050 £47,500 £41,875
90th Percentile £82,500 £96,250 £90,375
Central London median annual salary £60,000 £70,000 £67,500
% change year-on-year -14.29% +3.70% +22.73%

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 the City of London with a requirement for process or methodology skills.

All Process and Methodology Skills
City of London
Permanent vacancies with a requirement for process or methodology skills 9170 10468 15412
As % of all permanent IT jobs advertised in the City of London 90.12% 89.47% 89.12%
Number of salaries quoted 8280 9535 13350
City of London median annual salary £60,000 £60,000 £57,500
Median salary % change year-on-year - +4.35% +4.55%
10th Percentile £36,250 £35,000 £33,750
90th Percentile £95,000 £90,000 £87,500
Central London median annual salary £60,000 £57,500 £57,500
% change year-on-year +4.35% - +4.55%

Data Integration
Job Vacancy Trend in the City of London

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

Job vacancy trend for Data Integration in the City of London

Data Integration
Salary Trend in the City of London

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

Salary trend for Data Integration in the City of London

Data Integration
Salary Histogram in the City of London

The salary distribution of IT jobs citing Data Integration in the City of London over the 6 months to 18 November 2017.

Salary histogram for Data Integration in the City of London

Data Integration
Job Locations in the City of 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 City of London region over the 6 months to 18 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
Moorgate - 1 £42,500 -
Data Integration
Central London

For the 6 months to 18 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 City of London region with a requirement for Data Integration.

1 35 (53.03%) SQL
2 34 (51.52%) Agile Software Development
3 30 (45.45%) ETL
4 29 (43.94%) Business Intelligence
5 27 (40.91%) Microsoft
6 25 (37.88%) SQL Server
6 25 (37.88%) Finance
7 23 (34.85%) Data Warehouse
8 22 (33.33%) Data Modelling
8 22 (33.33%) SQL Server Integration Services
9 21 (31.82%) Data Management
10 19 (28.79%) SQL Server Reporting Services
10 19 (28.79%) Quality Management
10 19 (28.79%) Data Quality
11 17 (25.76%) Unit Testing
12 16 (24.24%) Oracle
13 14 (21.21%) Degree
13 14 (21.21%) Logical Data Model
14 12 (18.18%) Physical Data Model
14 12 (18.18%) Fintech
14 12 (18.18%) Master Data Management
14 12 (18.18%) Mentoring
14 12 (18.18%) Management Information System
14 12 (18.18%) T-SQL
14 12 (18.18%) Data Lineage
15 11 (16.67%) Java
15 11 (16.67%) Data Structures
15 11 (16.67%) ETL Development
16 10 (15.15%) SDLC
16 10 (15.15%) Analytics

Data Integration
Co-occurring IT Skills in the City of 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 8 (12.12%) CMS
2 3 (4.55%) MQSeries
2 3 (4.55%) SAS
3 2 (3.03%) Apache Spark
3 2 (3.03%) Confluence
3 2 (3.03%) IIS
Applications
1 5 (7.58%) Microsoft Excel
2 2 (3.03%) SPSS
Business Applications
1 3 (4.55%) Dynamics AX
2 2 (3.03%) Eagle PACE
Cloud Services
1 4 (6.06%) Google Cloud Platform
1 4 (6.06%) Microsoft Azure
2 3 (4.55%) Amazon AWS
2 3 (4.55%) Dynamics 365
3 1 (1.52%) Azure Machine Learning
3 1 (1.52%) Cloud Computing
Communications & Networking
1 8 (12.12%) Intranet
2 3 (4.55%) HTTP
2 3 (4.55%) Internet
Database & Business Intelligence
1 25 (37.88%) SQL Server
2 23 (34.85%) Data Warehouse
3 22 (33.33%) SQL Server Integration Services
4 19 (28.79%) SQL Server Reporting Services
5 10 (15.15%) Relational Database
6 9 (13.64%) MySQL
7 7 (10.61%) SQL Server 2012
7 7 (10.61%) SQL Server 2014
8 6 (9.09%) Hadoop
9 5 (7.58%) Big Data
9 5 (7.58%) Power BI
10 4 (6.06%) BigQuery
11 3 (4.55%) BusinessObjects
11 3 (4.55%) NoSQL
11 3 (4.55%) QlikView
12 2 (3.03%) Data Mining
12 2 (3.03%) Oracle ODI
12 2 (3.03%) PowerCenter
12 2 (3.03%) RDBMS
12 2 (3.03%) SQL Server Analysis Services
Development Applications
1 7 (10.61%) Team Foundation Server
1 7 (10.61%) Visual Studio
2 4 (6.06%) JIRA
3 2 (3.03%) Gatling
3 2 (3.03%) JMeter
3 2 (3.03%) Selenium
4 1 (1.52%) Bitbucket
4 1 (1.52%) Git (software)
General
1 25 (37.88%) Finance
2 5 (7.58%) Advertising
2 5 (7.58%) Banking
3 2 (3.03%) Billing
3 2 (3.03%) Legal
4 1 (1.52%) Marketing
4 1 (1.52%) Retail Banking
Job Titles
1 25 (37.88%) Developer
2 17 (25.76%) Architect
3 12 (18.18%) Technical Architect
4 11 (16.67%) Analyst
5 9 (13.64%) Senior Developer
6 8 (12.12%) Senior Web Developer
6 8 (12.12%) Web Developer
7 7 (10.61%) SSIS Developer
8 6 (9.09%) CakePHP Developer
9 5 (7.58%) Business Intelligence Developer
9 5 (7.58%) Data Integration Developer
9 5 (7.58%) Integration Developer
10 4 (6.06%) Data Analyst
10 4 (6.06%) Data Architect
10 4 (6.06%) Data Integration Analyst
10 4 (6.06%) Data Quality Analyst
10 4 (6.06%) Integration Analyst
10 4 (6.06%) SQL Developer
11 3 (4.55%) Analyst Developer
11 3 (4.55%) Dynamics AX Developer
Libraries, Frameworks & Software Standards
1 8 (12.12%) LAMP
2 7 (10.61%) SOAP
2 7 (10.61%) XML
3 6 (9.09%) CakePHP
3 6 (9.09%) Middleware
3 6 (9.09%) Web Services
4 5 (7.58%) JSON
4 5 (7.58%) REST
5 4 (6.06%) XSD
6 3 (4.55%) ASP.NET Web API
6 3 (4.55%) Dapper ORM
6 3 (4.55%) Entity Framework
6 3 (4.55%) NHibernate
7 2 (3.03%) .NET
7 2 (3.03%) HTML
7 2 (3.03%) MDX
7 2 (3.03%) Oracle Fusion
7 2 (3.03%) RESTful
8 1 (1.52%) CSS
8 1 (1.52%) JSP
Miscellaneous
1 12 (18.18%) Fintech
1 12 (18.18%) Management Information System
2 11 (16.67%) Data Structures
3 7 (10.61%) Analytical Skills
4 5 (7.58%) Computer Science
5 4 (6.06%) Algorithms
6 3 (4.55%) Greenfield Project
6 3 (4.55%) Hedge funds
7 2 (3.03%) Data Centre
7 2 (3.03%) Enterprise Software
7 2 (3.03%) Linux Command Line
7 2 (3.03%) Tandem
Operating Systems
1 6 (9.09%) Linux
2 4 (6.06%) Unix
3 2 (3.03%) Windows
Processes & Methodologies
1 34 (51.52%) Agile Software Development
2 30 (45.45%) ETL
3 29 (43.94%) Business Intelligence
4 22 (33.33%) Data Modelling
5 21 (31.82%) Data Management
6 19 (28.79%) Quality Management
7 17 (25.76%) Unit Testing
8 14 (21.21%) Logical Data Model
9 12 (18.18%) Data Lineage
9 12 (18.18%) Master Data Management
9 12 (18.18%) Mentoring
9 12 (18.18%) Physical Data Model
10 11 (16.67%) ETL Development
11 10 (15.15%) Analytics
11 10 (15.15%) Scrum
11 10 (15.15%) SDLC
11 10 (15.15%) Test Automation
11 10 (15.15%) Web Development
12 9 (13.64%) ITIL
13 8 (12.12%) Performance Tuning
Programming Languages
1 35 (53.03%) SQL
2 12 (18.18%) T-SQL
3 11 (16.67%) Java
4 9 (13.64%) Python
5 4 (6.06%) PL/SQL
5 4 (6.06%) Shell Script
6 3 (4.55%) R
6 3 (4.55%) Scala
6 3 (4.55%) X++
7 2 (3.03%) C#
7 2 (3.03%) Clojure
7 2 (3.03%) Groovy
7 2 (3.03%) JavaScript
7 2 (3.03%) PowerShell
8 1 (1.52%) C++
Qualifications
1 14 (21.21%) Degree
2 3 (4.55%) PhD
3 2 (3.03%) Computer Science Degree
3 2 (3.03%) ISTQB
3 2 (3.03%) ITIL Foundation Certificate
3 2 (3.03%) Oracle Certification
4 1 (1.52%) SC Cleared
4 1 (1.52%) Security Cleared
Quality Assurance & Compliance
1 19 (28.79%) Data Quality
2 6 (9.09%) SLA
3 2 (3.03%) PMO
3 2 (3.03%) QA
3 2 (3.03%) Solvency II
Systems Management
1 7 (10.61%) HP Quality Center
2 2 (3.03%) Control-M
Vendors
1 27 (40.91%) Microsoft
2 16 (24.24%) Oracle
3 9 (13.64%) Tableau
4 7 (10.61%) HP
4 7 (10.61%) Informatica
5 4 (6.06%) Altova
5 4 (6.06%) Google
5 4 (6.06%) Siebel
6 3 (4.55%) IBM
7 2 (3.03%) EXASOL
7 2 (3.03%) FactSet
7 2 (3.03%) Vermilion
8 1 (1.52%) Ab Initio
8 1 (1.52%) Netezza
8 1 (1.52%) Teradata