Period
to 20 July 2018

The following table provides summary statistics for contract job vacancies advertised in the City of London with a requirement for Data Integration skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Integration over the 6 months to 20 July 2018 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Data Integration
Central London > City of London
6 months to
20 Jul 2018
Same period 2017 Same period 2016
Rank 209 193 201
Rank change year-on-year -16 +8 +17
Contract jobs citing Data Integration 47 36 44
As % of all contract IT jobs advertised in the City of London 0.66% 0.56% 0.64%
As % of the Processes & Methodologies category 0.76% 0.64% 0.74%
Number of daily rates quoted 27 30 33
City of London median daily rate £500 £493 £475
Median daily rate % change year-on-year +1.52% +3.68% -5.00%
10th Percentile £375 £400 £386
90th Percentile £600 £619 £660
Central London median daily rate £500 £493 £475
% change year-on-year +1.52% +3.68% -5.00%
Number of hourly rates quoted 0 1 0
City of London median hourly rate - £16.00 -
Central London median hourly rate - £16.00 -

Data Integration is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in the City of London with a requirement for process or methodology skills.

All Process and Methodology Skills
City of London
Contract vacancies with a requirement for process or methodology skills 6,172 5,666 5,986
As % of all contract IT jobs advertised in the City of London 86.89% 87.93% 87.37%
Number of daily rates quoted 4,880 4,372 4,818
City of London median daily rate £513 £500 £475
Median daily rate % change year-on-year +2.50% +5.26% +5.56%
10th Percentile £338 £313 £310
90th Percentile £688 £675 £650
Central London median daily rate £500 £500 £473
% change year-on-year - +5.82% +5.00%
Number of hourly rates quoted 111 56 56
City of London median hourly rate £18.70 £20.52 £19.99
Median hourly rate % change year-on-year -8.87% +2.64% -4.80%
10th Percentile £13.00 £13.31 £11.38
90th Percentile £33.00 £32.06 £37.91
Central London median hourly rate £18.70 £18.70 £20.00
% change year-on-year - -6.50% -1.10%

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
Contractor Daily Rate Trend in the City of London

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Data Integration in the City of London.

Contractor daily rate trend for Data Integration in the City of London

Data Integration
Contractor Daily Rate Histogram in the City of London

The daily rate distribution of IT jobs citing Data Integration in the City of London over the 6 months to 20 July 2018.

Contractor daily rate histogram for Data Integration in the City of London

Data Integration
Contractor Hourly Rate Trend in the City of London

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

Contractor hourly rate trend for Data Integration in the City of London

Data Integration
Contract Job Locations in the City of London

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Integration within the City of London region over the 6 months to 20 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Moorgate - 2 - -
Data Integration
Central London

For the 6 months to 20 July 2018, IT contractor 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 contract job ads across the City of London region with a requirement for Data Integration.

1 22 (46.81%) SQL
2 21 (44.68%) ETL
3 17 (36.17%) Agile Software Development
4 15 (31.91%) Finance
5 14 (29.79%) Business Intelligence
5 14 (29.79%) Data Warehouse
6 13 (27.66%) SQL Server Integration Services
6 13 (27.66%) Microsoft Azure
7 11 (23.40%) Data Modelling
8 10 (21.28%) Microsoft
8 10 (21.28%) SQL Server
8 10 (21.28%) Migration
9 9 (19.15%) Oracle
9 9 (19.15%) XML
9 9 (19.15%) JSON
9 9 (19.15%) REST
9 9 (19.15%) Analytics
10 8 (17.02%) Hadoop
10 8 (17.02%) C#
10 8 (17.02%) Web Services
10 8 (17.02%) Informatica
10 8 (17.02%) Problem-Solving
11 7 (14.89%) Data Science
11 7 (14.89%) Data Management
11 7 (14.89%) Active Directory
11 7 (14.89%) Java
11 7 (14.89%) .NET
11 7 (14.89%) Performance Tuning
12 6 (12.77%) Integration Testing
12 6 (12.77%) Reference Data

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 4 (8.51%) Apache Spark
1 4 (8.51%) SAS
2 3 (6.38%) Elasticsearch
3 1 (2.13%) CMS
3 1 (2.13%) IIS
3 1 (2.13%) Oracle Workflow
3 1 (2.13%) SharePoint
3 1 (2.13%) WebSphere
Business Applications
1 1 (2.13%) Dynamics CRM
1 1 (2.13%) Infor SunSystems
1 1 (2.13%) Magento
1 1 (2.13%) NetSuite
1 1 (2.13%) SAP Business One
Cloud Services
1 13 (27.66%) Microsoft Azure
2 5 (10.64%) Amazon AWS
2 5 (10.64%) Google Cloud Platform
3 4 (8.51%) Azure Active Directory
4 3 (6.38%) Dynamics 365
4 3 (6.38%) PaaS
4 3 (6.38%) SaaS
5 2 (4.26%) IaaS
5 2 (4.26%) Salesforce Service Cloud
6 1 (2.13%) Amazon Kinesis
6 1 (2.13%) Azure Data Factory
6 1 (2.13%) Data Lake Analytics
6 1 (2.13%) Force.com
6 1 (2.13%) Serverless
Communications & Networking
1 4 (8.51%) HTTP
2 3 (6.38%) DNS
2 3 (6.38%) X.509
3 2 (4.26%) SMS
Database & Business Intelligence
1 14 (29.79%) Data Warehouse
2 13 (27.66%) SQL Server Integration Services
3 10 (21.28%) SQL Server
4 8 (17.02%) Hadoop
5 6 (12.77%) Power BI
6 5 (10.64%) Big Data
6 5 (10.64%) SQL Server Reporting Services
7 4 (8.51%) Data Lake
7 4 (8.51%) Relational Database
8 3 (6.38%) Apache Cassandra
8 3 (6.38%) Bigtable
8 3 (6.38%) Blockchain
8 3 (6.38%) Data Mining
8 3 (6.38%) PowerCenter
8 3 (6.38%) RDBMS
9 2 (4.26%) Enterprise Data Warehouse
9 2 (4.26%) IBM InfoSphere
9 2 (4.26%) Oracle Database
9 2 (4.26%) PostgreSQL
9 2 (4.26%) Spotfire
Development Applications
1 3 (6.38%) Jenkins
1 3 (6.38%) JIRA
2 2 (4.26%) Bitbucket
2 2 (4.26%) ERwin
2 2 (4.26%) SpecFlow
2 2 (4.26%) Team Foundation Server
2 2 (4.26%) Visual Studio
2 2 (4.26%) Visual Studio Team System
3 1 (2.13%) Gatling
3 1 (2.13%) JMeter
3 1 (2.13%) Moq
3 1 (2.13%) NUnit
3 1 (2.13%) Oracle Forms
3 1 (2.13%) Selenium
3 1 (2.13%) Subversion
3 1 (2.13%) TeamCity
3 1 (2.13%) Visual Studio Tools for Office
3 1 (2.13%) VSS/SourceSafe
General
1 15 (31.91%) Finance
2 4 (8.51%) Banking
3 3 (6.38%) Legal
3 3 (6.38%) Marketing
4 2 (4.26%) Retail
5 1 (2.13%) Billing
5 1 (2.13%) Investment Banking
5 1 (2.13%) Publishing
5 1 (2.13%) Retail Banking
5 1 (2.13%) Telecoms
Job Titles
1 21 (44.68%) Developer
2 8 (17.02%) Architect
3 5 (10.64%) Analyst
3 5 (10.64%) Data Architect
4 4 (8.51%) Data Integration Developer
4 4 (8.51%) ETL Developer
4 4 (8.51%) Integration Analyst
4 4 (8.51%) Integration Developer
4 4 (8.51%) SQL Developer
5 3 (6.38%) Data Engineer
5 3 (6.38%) Microsoft Developer
5 3 (6.38%) Test Analyst
6 2 (4.26%) Azure Engineer
6 2 (4.26%) Consultant
6 2 (4.26%) Data Integration Architect
6 2 (4.26%) Data Modeller
6 2 (4.26%) Database Developer
6 2 (4.26%) Informatica Developer
6 2 (4.26%) Integration Test Analyst
6 2 (4.26%) Salesforce Developer
Libraries, Frameworks & Software Standards
1 9 (19.15%) JSON
1 9 (19.15%) REST
1 9 (19.15%) XML
2 8 (17.02%) Web Services
3 7 (14.89%) .NET
4 5 (10.64%) Swagger
5 4 (8.51%) JSON Schema
5 4 (8.51%) OAuth
5 4 (8.51%) OAuth2
5 4 (8.51%) XML Schema
5 4 (8.51%) XSLT
6 3 (6.38%) jQuery
6 3 (6.38%) Kafka
6 3 (6.38%) LDAP
6 3 (6.38%) LINQ
6 3 (6.38%) Lucene
6 3 (6.38%) SOAP
6 3 (6.38%) WSDL
7 2 (4.26%) AngularJS
7 2 (4.26%) Middleware
Miscellaneous
1 6 (12.77%) Reference Data
1 6 (12.77%) Self-Motivation
2 4 (8.51%) Analytical Skills
2 4 (8.51%) Computer Science
3 2 (4.26%) Algorithms
3 2 (4.26%) Management Information System
4 1 (2.13%) Data Centre
4 1 (2.13%) Data Structures
4 1 (2.13%) Fintech
4 1 (2.13%) Greenfield Project
4 1 (2.13%) Private Cloud
4 1 (2.13%) Taxonomies
Operating Systems
1 3 (6.38%) Windows
2 2 (4.26%) Windows Server 2008
3 1 (2.13%) Unix
Processes & Methodologies
1 21 (44.68%) ETL
2 17 (36.17%) Agile Software Development
3 14 (29.79%) Business Intelligence
4 11 (23.40%) Data Modelling
5 10 (21.28%) Migration
6 9 (19.15%) Analytics
7 8 (17.02%) Problem-Solving
8 7 (14.89%) Data Management
8 7 (14.89%) Data Science
8 7 (14.89%) Performance Tuning
9 6 (12.77%) Integration Testing
9 6 (12.77%) Target Operating Model
10 5 (10.64%) Investment Management
10 5 (10.64%) SDLC
10 5 (10.64%) Test Automation
10 5 (10.64%) Time Management
11 4 (8.51%) Data Analysis
11 4 (8.51%) Functional Testing
11 4 (8.51%) Metadata Management
11 4 (8.51%) Scrum
Programming Languages
1 22 (46.81%) SQL
2 8 (17.02%) C#
3 7 (14.89%) Java
4 5 (10.64%) JavaScript
4 5 (10.64%) PL/SQL
5 4 (8.51%) PowerShell
5 4 (8.51%) Python
5 4 (8.51%) T-SQL
6 3 (6.38%) Scala
6 3 (6.38%) XPath
7 2 (4.26%) Apex Code
7 2 (4.26%) MATLAB
7 2 (4.26%) R
7 2 (4.26%) SOQL
8 1 (2.13%) Clojure
8 1 (2.13%) ES6
8 1 (2.13%) Groovy
8 1 (2.13%) Tcl
8 1 (2.13%) TypeScript
8 1 (2.13%) U-SQL
Qualifications
1 4 (8.51%) Degree
2 2 (4.26%) Computer Science Degree
3 1 (2.13%) BPSS Clearance
3 1 (2.13%) ISTQB
3 1 (2.13%) Master's Degree
3 1 (2.13%) PMI Certification
3 1 (2.13%) PMP
3 1 (2.13%) SC Cleared
3 1 (2.13%) Security Cleared
Quality Assurance & Compliance
1 5 (10.64%) Data Quality
1 5 (10.64%) QA
2 3 (6.38%) GCP
3 2 (4.26%) GDPR
4 1 (2.13%) HL7
4 1 (2.13%) ISO 20022
4 1 (2.13%) PSD2
4 1 (2.13%) Solvency II
System Software
1 7 (14.89%) Active Directory
2 3 (6.38%) Apache Flume
Systems Management
1 3 (6.38%) Single Sign-On
2 2 (4.26%) Matomo
3 1 (2.13%) Oozie
3 1 (2.13%) Terraform
Vendors
1 10 (21.28%) Microsoft
2 9 (19.15%) Oracle
3 8 (17.02%) Informatica
4 4 (8.51%) IBM
4 4 (8.51%) Tableau
5 3 (6.38%) Salesforce.com
6 2 (4.26%) Alteryx
6 2 (4.26%) CA
6 2 (4.26%) Google
6 2 (4.26%) Pardot
6 2 (4.26%) Talend
7 1 (2.13%) Cloudera
7 1 (2.13%) Cognos
7 1 (2.13%) iManage
7 1 (2.13%) Intapp
7 1 (2.13%) Pega
7 1 (2.13%) Sage
7 1 (2.13%) SAP
7 1 (2.13%) SnapLogic
7 1 (2.13%) Sun