Period
to 18 November 2017

The following table provides summary statistics for contract job vacancies advertised in 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 18 November 2017 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
England > London
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 335 289 350
Rank change year-on-year -46 +61 -41
Contract jobs citing Data Integration 318 371 285
As % of all contract IT jobs advertised in London 0.68% 0.82% 0.60%
As % of the Processes & Methodologies category 0.79% 0.95% 0.72%
Number of daily rates quoted 194 239 187
London median daily rate £500 £500 £500
10th Percentile £363 £363 £330
90th Percentile £696 £675 £672
England median daily rate £475 £475 £460
% change year-on-year - +3.26% +5.14%
Number of hourly rates quoted 2 4 0
London median hourly rate £55.00 £12.69 -
Median hourly rate % change year-on-year +333.50% - -
England median hourly rate £52.00 £25.50 £35.33
% change year-on-year +103.92% -27.82% +27.20%

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 London with a requirement for process or methodology skills.

All Process and Methodology Skills
London
Contract vacancies with a requirement for process or methodology skills 40487 39001 39528
As % of all contract IT jobs advertised in London 86.99% 86.22% 83.82%
Number of daily rates quoted 29443 28001 28255
London median daily rate £500 £475 £450
Median daily rate % change year-on-year +5.26% +5.56% +2.86%
10th Percentile £313 £305 £288
90th Percentile £670 £644 £638
England median daily rate £450 £425 £420
% change year-on-year +5.88% +1.19% +5.00%
Number of hourly rates quoted 376 404 472
London median hourly rate £22.50 £21.89 £20.00
Median hourly rate % change year-on-year +2.79% +9.45% +11.11%
10th Percentile £13.31 £12.25 £11.25
90th Percentile £52.25 £50.09 £50.00
England median hourly rate £24.00 £24.41 £22.50
% change year-on-year -1.68% +8.49% +18.42%

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
Contractor Daily Rate Trend in London

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

Contractor daily rate trend for Data Integration in London

Data Integration
Contractor Daily Rate Histogram in London

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

Contractor daily rate histogram for Data Integration in London

Data Integration
Contractor Hourly Rate Trend in London

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

Contractor hourly rate trend for Data Integration in London

Data Integration
Contractor Hourly Rate Histogram in London

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

Contractor hourly rate histogram for Data Integration in London

Data Integration
Contract Job Locations in 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 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Central London -27 48 £519 +9.21% 9
West London 0 11 £375 -21.05% 2
South London -28 9 £428 -24.00% 2
East London -8 4 £500 +5.26% 1
Data Integration
England

For the 6 months to 18 November 2017, IT contractor 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 contract ads across the London region with a requirement for Data Integration.

1 122 (38.36%) SQL
2 113 (35.53%) ETL
3 99 (31.13%) Agile Software Development
4 81 (25.47%) Data Warehouse
5 77 (24.21%) Java
6 74 (23.27%) Data Modelling
7 73 (22.96%) SQL Server
8 72 (22.64%) Finance
9 61 (19.18%) Data Quality
10 58 (18.24%) Business Intelligence
11 56 (17.61%) XML
11 56 (17.61%) Big Data
12 53 (16.67%) Oracle
13 48 (15.09%) Data Analysis
14 43 (13.52%) Web Services
14 43 (13.52%) Analytics
15 42 (13.21%) Migration
15 42 (13.21%) Scrum
15 42 (13.21%) Banking
16 41 (12.89%) Relational Database
17 40 (12.58%) Linux
18 37 (11.64%) Analytical Skills
18 37 (11.64%) C#
19 35 (11.01%) .NET
19 35 (11.01%) Hadoop
20 34 (10.69%) Security Cleared
20 34 (10.69%) Data Management
20 34 (10.69%) PostgreSQL
21 32 (10.06%) Windows
21 32 (10.06%) Business Analysis

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 30 (9.43%) Apache Spark
2 18 (5.66%) SAS
3 9 (2.83%) IIS
4 7 (2.20%) Apache
5 6 (1.89%) Confluence
6 4 (1.26%) Apache Airflow
6 4 (1.26%) Apache Pig
6 4 (1.26%) CMS
6 4 (1.26%) Elasticsearch
6 4 (1.26%) JBoss
6 4 (1.26%) WildFly
7 3 (0.94%) Drupal
7 3 (0.94%) EPiServer
7 3 (0.94%) GemFire
7 3 (0.94%) Oracle Coherence
7 3 (0.94%) Oracle SOA Suite
7 3 (0.94%) SharePoint
7 3 (0.94%) WebSphere
7 3 (0.94%) WordPress
8 2 (0.63%) MQSeries
Applications
1 21 (6.60%) Microsoft Excel
2 18 (5.66%) MS Visio
3 14 (4.40%) Microsoft Office
4 11 (3.46%) Microsoft Project
5 7 (2.20%) SmartSuite
6 3 (0.94%) SPSS
7 2 (0.63%) Microsoft PowerPoint
8 1 (0.31%) Spreadsheet
Business Applications
1 12 (3.77%) Dynamics CRM
2 7 (2.20%) Markit EDM
3 1 (0.31%) Dynamics AX
3 1 (0.31%) Salesforce.com CRM
3 1 (0.31%) SAP BPC
Cloud Services
1 27 (8.49%) Amazon AWS
2 13 (4.09%) GitHub
3 12 (3.77%) Microsoft Azure
4 11 (3.46%) Amazon S3
5 10 (3.14%) Amazon EMR
5 10 (3.14%) SaaS
6 9 (2.83%) Amazon EC2
7 6 (1.89%) Google Cloud Platform
8 5 (1.57%) Amazon Glacier
9 4 (1.26%) Amazon Kinesis
9 4 (1.26%) PaaS
9 4 (1.26%) SuccessFactors
10 3 (0.94%) Azure Active Directory
10 3 (0.94%) Google Analytics
10 3 (0.94%) Salesforce Service Cloud
11 2 (0.63%) Cloud Computing
12 1 (0.31%) Amazon ElastiCache
12 1 (0.31%) Amazon SQS
12 1 (0.31%) Dynamics 365
12 1 (0.31%) Office 365
Communications & Networking
1 9 (2.83%) Network Security
2 7 (2.20%) Firewall
3 4 (1.26%) HTTP
3 4 (1.26%) SMS
3 4 (1.26%) VLAN
4 3 (0.94%) DNS
4 3 (0.94%) LDAP
4 3 (0.94%) X.509
5 2 (0.63%) Internet
5 2 (0.63%) SSL
5 2 (0.63%) VSAT
6 1 (0.31%) FTP
Database & Business Intelligence
1 81 (25.47%) Data Warehouse
2 73 (22.96%) SQL Server
3 56 (17.61%) Big Data
4 41 (12.89%) Relational Database
5 35 (11.01%) Hadoop
6 34 (10.69%) PostgreSQL
7 30 (9.43%) Apache Hive
8 26 (8.18%) RDBMS
9 21 (6.60%) SQL Server Integration Services
10 19 (5.97%) Star Schema
11 18 (5.66%) HBase
11 18 (5.66%) Pentaho
12 16 (5.03%) NoSQL
12 16 (5.03%) SAS Enterprise Guide
12 16 (5.03%) SQL Server Reporting Services
13 15 (4.72%) Oracle Database
14 12 (3.77%) Amazon Redshift
14 12 (3.77%) Apache Cassandra
14 12 (3.77%) Impala
15 11 (3.46%) MongoDB
Development Applications
1 27 (8.49%) JIRA
2 19 (5.97%) Git (software)
3 17 (5.35%) Talend Open Studio
4 7 (2.20%) Eclipse
4 7 (2.20%) IntelliJ
5 5 (1.57%) Appium
5 5 (1.57%) Bitbucket
5 5 (1.57%) Cucumber
5 5 (1.57%) Maven
5 5 (1.57%) Rational Rhapsody
5 5 (1.57%) SonarQube
5 5 (1.57%) TeamCity
6 4 (1.26%) MSTest
6 4 (1.26%) Subversion
7 3 (0.94%) ERwin
7 3 (0.94%) Jenkins
7 3 (0.94%) JUnit
8 2 (0.63%) HP UFT
8 2 (0.63%) Selenium
9 1 (0.31%) Moq
General
1 72 (22.64%) Finance
2 42 (13.21%) Banking
3 16 (5.03%) Legal
4 15 (4.72%) Law
5 13 (4.09%) Telecoms
6 11 (3.46%) Investment Banking
7 10 (3.14%) Front Office
7 10 (3.14%) Marketing
8 9 (2.83%) Retail
9 8 (2.52%) Publishing
10 7 (2.20%) Pharmaceutical
11 4 (1.26%) Financial Institution
11 4 (1.26%) Retail Banking
12 3 (0.94%) Advertising
12 3 (0.94%) Back Office
12 3 (0.94%) Games
13 2 (0.63%) Billing
13 2 (0.63%) Private Banking
14 1 (0.31%) Aerospace
14 1 (0.31%) Manufacturing
Job Titles
1 94 (29.56%) Developer
2 65 (20.44%) Architect
3 52 (16.35%) Analyst
4 41 (12.89%) Data Architect
5 39 (12.26%) Data Engineer
6 27 (8.49%) Business Analyst
7 24 (7.55%) Consultant
8 18 (5.66%) Data Analyst
9 15 (4.72%) Senior Data Engineer
10 14 (4.40%) Solutions Architect
11 13 (4.09%) Big Data Engineer
11 13 (4.09%) Integration Architect
12 11 (3.46%) Business Intelligence Developer
12 11 (3.46%) Java Developer
13 9 (2.83%) Data Consultant
13 9 (2.83%) ETL Developer
13 9 (2.83%) Integration Consultant
14 8 (2.52%) Data Integration Architect
14 8 (2.52%) Data Integration Consultant
14 8 (2.52%) Legal Analyst
Libraries, Frameworks & Software Standards
1 56 (17.61%) XML
2 43 (13.52%) Web Services
3 35 (11.01%) .NET
4 24 (7.55%) REST
4 24 (7.55%) SOAP
5 23 (7.23%) HTML
6 22 (6.92%) JSON
7 17 (5.35%) Kafka
8 14 (4.40%) Spring
9 12 (3.77%) RESTful
10 11 (3.46%) ASP.NET
10 11 (3.46%) CSS
10 11 (3.46%) FpML
10 11 (3.46%) jQuery
10 11 (3.46%) Visualforce
11 9 (2.83%) .NET Framework
11 9 (2.83%) JMS
12 8 (2.52%) Middleware
12 8 (2.52%) WCF
12 8 (2.52%) XSD
Miscellaneous
1 37 (11.64%) Analytical Skills
2 22 (6.92%) Data Structures
2 22 (6.92%) Reference Data
3 19 (5.97%) Management Information System
4 11 (3.46%) Replication
5 6 (1.89%) Data Centre
5 6 (1.89%) Life Science
6 5 (1.57%) Computer Science
6 5 (1.57%) Enterprise Software
6 5 (1.57%) Greenfield Project
7 4 (1.26%) Equities
7 4 (1.26%) User Experience
8 3 (0.94%) Derivative
8 3 (0.94%) Foreign Exchange (FX)
8 3 (0.94%) Market Risk
8 3 (0.94%) Mobile App
8 3 (0.94%) NHS
8 3 (0.94%) Virtual Team
9 2 (0.63%) CMDB
9 2 (0.63%) Swaptions
Operating Systems
1 40 (12.58%) Linux
2 32 (10.06%) Windows
3 15 (4.72%) Unix
4 7 (2.20%) Windows Server
5 1 (0.31%) AIX
5 1 (0.31%) Windows 10
5 1 (0.31%) Windows 7
Processes & Methodologies
1 113 (35.53%) ETL
2 99 (31.13%) Agile Software Development
3 74 (23.27%) Data Modelling
4 58 (18.24%) Business Intelligence
5 48 (15.09%) Data Analysis
6 43 (13.52%) Analytics
7 42 (13.21%) Migration
7 42 (13.21%) Scrum
8 34 (10.69%) Data Management
9 32 (10.06%) Business Analysis
10 28 (8.81%) Data Architecture
10 28 (8.81%) Project Management
11 27 (8.49%) CRM
12 25 (7.86%) SDLC
13 24 (7.55%) Data Migration
14 23 (7.23%) Validation
15 22 (6.92%) DevOps
15 22 (6.92%) Test Automation
15 22 (6.92%) Workflow
16 21 (6.60%) Data Cleansing
Programming Languages
1 122 (38.36%) SQL
2 77 (24.21%) Java
3 37 (11.64%) C#
4 30 (9.43%) Python
5 25 (7.86%) PL/SQL
6 23 (7.23%) JavaScript
7 17 (5.35%) PowerShell
7 17 (5.35%) T-SQL
8 14 (4.40%) AWK
8 14 (4.40%) SAS Macro
8 14 (4.40%) Scala
8 14 (4.40%) sed
8 14 (4.40%) VBScript
9 13 (4.09%) Apex Code
10 12 (3.77%) Shell Script
11 10 (3.14%) Perl
12 7 (2.20%) C++
12 7 (2.20%) VB
13 6 (1.89%) PHP
13 6 (1.89%) R
Qualifications
1 34 (10.69%) Security Cleared
2 26 (8.18%) Degree
2 26 (8.18%) SC Cleared
3 6 (1.89%) DV Cleared
4 4 (1.26%) ISEB
4 4 (1.26%) PMI Certification
5 2 (0.63%) BPSS Clearance
5 2 (0.63%) Computer Science Degree
5 2 (0.63%) CTC Cleared
5 2 (0.63%) ISTQB
5 2 (0.63%) Numerate Degree
5 2 (0.63%) PMP
6 1 (0.31%) ITIL Certification
Quality Assurance & Compliance
1 61 (19.18%) Data Quality
2 11 (3.46%) QA
3 4 (1.26%) Dodd-Frank
3 4 (1.26%) MiFID
4 3 (0.94%) EMIR
4 3 (0.94%) GDPR
4 3 (0.94%) SLA
5 2 (0.63%) Disclosure Scotland
5 2 (0.63%) HL7
6 1 (0.31%) Basel III
6 1 (0.31%) ISO 20022
System Software
1 9 (2.83%) HDFS
2 6 (1.89%) Apache Flume
2 6 (1.89%) Virtual Machines
3 5 (1.57%) Docker
4 4 (1.26%) Oracle RAC
5 2 (0.63%) Active Directory
5 2 (0.63%) VMware Infrastructure
6 1 (0.31%) Apache ZooKeeper
6 1 (0.31%) OpenAM
6 1 (0.31%) OpenDJ
Systems Management
1 10 (3.14%) Oozie
2 7 (2.20%) RSA Archer
3 5 (1.57%) Control-M
4 4 (1.26%) Data Guard
4 4 (1.26%) Kubernetes
4 4 (1.26%) Terraform
5 3 (0.94%) Piwik
6 2 (0.63%) Failover Clustering
6 2 (0.63%) MOM
6 2 (0.63%) Puppet
6 2 (0.63%) SCCM
7 1 (0.31%) Ansible
7 1 (0.31%) Enterprise Manager Cloud Control
7 1 (0.31%) Hadoop YARN
7 1 (0.31%) HP Quality Center
7 1 (0.31%) Opscode Chef
7 1 (0.31%) Oracle RMAN
Vendors
1 53 (16.67%) Oracle
2 29 (9.12%) Microsoft
3 27 (8.49%) Informatica
4 23 (7.23%) Salesforce.com
5 22 (6.92%) Cloudera
6 17 (5.35%) Greenplum
6 17 (5.35%) Talend
7 11 (3.46%) Splunk
8 9 (2.83%) IBM
8 9 (2.83%) Tableau
9 8 (2.52%) SAP
9 8 (2.52%) TIBCO
10 7 (2.20%) MapR
10 7 (2.20%) ServiceNow
11 6 (1.89%) Jaspersoft
11 6 (1.89%) Nuix
12 5 (1.57%) Alteryx
12 5 (1.57%) BMC
13 4 (1.26%) Adobe
13 4 (1.26%) Google