Period
to 22 November 2017

The following table provides summary statistics for contract job vacancies advertised in the City of London with a requirement for Data Migration skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Migration over the 6 months to 22 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 Migration
Central London > City of London
6 months to
22 Nov 2017
Same period 2016 Same period 2015
Rank 156 113 151
Rank change year-on-year -43 +38 -29
Contract jobs citing Data Migration 103 140 127
As % of all contract IT jobs advertised in the City of London 1.44% 2.09% 1.41%
As % of the Processes & Methodologies category 1.63% 2.39% 1.68%
Number of daily rates quoted 75 107 82
City of London median daily rate £450 £525 £425
Median daily rate % change year-on-year -14.29% +23.53% -
10th Percentile £328 £363 £263
90th Percentile £603 £643 £588
Central London median daily rate £450 £525 £425
% change year-on-year -14.29% +23.53% -
Number of hourly rates quoted 3 1 2
City of London median hourly rate £17.00 £14.00 £15.68
Median hourly rate % change year-on-year +21.43% -10.69% -
10th Percentile £11.80 £14.00 £14.57
90th Percentile £27.30 £14.00 £17.32
Central London median hourly rate £17.00 £14.00 £15.68
% change year-on-year +21.43% -10.69% -

Data Migration 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 6324 5855 7542
As % of all contract IT jobs advertised in the City of London 88.35% 87.43% 83.93%
Number of daily rates quoted 5023 4676 5997
City of London median daily rate £513 £475 £465
Median daily rate % change year-on-year +7.89% +2.15% +3.33%
10th Percentile £326 £313 £288
90th Percentile £688 £674 £650
Central London median daily rate £500 £475 £460
% change year-on-year +5.26% +3.26% +2.79%
Number of hourly rates quoted 59 54 72
City of London median hourly rate £20.00 £20.00 £21.00
Median hourly rate % change year-on-year - -4.76% +10.53%
10th Percentile £13.34 £13.58 £10.84
90th Percentile £30.90 £53.54 £46.05
Central London median hourly rate £20.25 £19.00 £20.50
% change year-on-year +6.58% -7.32% +13.92%

Data Migration
Job Vacancy Trend in the City of London

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

Job vacancy trend for Data Migration in the City of London

Data Migration
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 Migration in the City of London.

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

Data Migration
Contractor Daily Rate Histogram in the City of London

The daily rate distribution of IT jobs citing Data Migration in the City of London over the 6 months to 22 November 2017.

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

Data Migration
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 Migration in the City of London.

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

Data Migration
Contractor Hourly Rate Histogram in the City of London

The hourly rate distribution of IT jobs citing Data Migration in the City of London over the 6 months to 22 November 2017.

Contractor hourly rate histogram for Data Migration in the City of London

For the 6 months to 22 November 2017, IT contractor jobs citing Data Migration 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 City of London region with a requirement for Data Migration.

1 103 (100.00%) Migration
2 25 (24.27%) Finance
3 22 (21.36%) SQL
3 22 (21.36%) CRM
4 21 (20.39%) Microsoft
5 18 (17.48%) Agile Software Development
6 16 (15.53%) Data Modelling
7 15 (14.56%) ERP
7 15 (14.56%) ETL
7 15 (14.56%) Stakeholder Management
7 15 (14.56%) Dynamics CRM
7 15 (14.56%) Data Quality
8 14 (13.59%) Banking
8 14 (13.59%) Business Intelligence
9 13 (12.62%) SharePoint
10 12 (11.65%) Oracle
10 12 (11.65%) SQL Server
10 12 (11.65%) Project Management
10 12 (11.65%) Analytical Skills
11 11 (10.68%) Data Warehouse
11 11 (10.68%) Data Cleansing
12 10 (9.71%) Validation
12 10 (9.71%) C#
12 10 (9.71%) SAP
13 9 (8.74%) Data Analysis
13 9 (8.74%) SQL Server Integration Services
13 9 (8.74%) Business Analysis
13 9 (8.74%) Amazon AWS
14 8 (7.77%) Microsoft Azure
14 8 (7.77%) Marketing

Data Migration
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 13 (12.62%) SharePoint
2 4 (3.88%) Apache
3 3 (2.91%) MS Exchange
4 2 (1.94%) Apache Spark
4 2 (1.94%) SAS
Applications
1 5 (4.85%) Microsoft Excel
2 4 (3.88%) MS Visio
3 2 (1.94%) Microsoft Project
4 1 (0.97%) GIMP
4 1 (0.97%) Microsoft Office
4 1 (0.97%) Photoshop
Business Applications
1 15 (14.56%) Dynamics CRM
2 3 (2.91%) Oracle EBS
3 2 (1.94%) Dynamics NAV
3 2 (1.94%) NetSuite
3 2 (1.94%) Oracle ERP
3 2 (1.94%) Oracle Retail
4 1 (0.97%) Dynamics AX
4 1 (0.97%) JDE OneWorld
4 1 (0.97%) Markit EDM
4 1 (0.97%) Oracle Assets
4 1 (0.97%) Oracle Cash Management
4 1 (0.97%) Oracle EBS R12
4 1 (0.97%) Oracle Financials
4 1 (0.97%) Oracle General Ledger
4 1 (0.97%) Oracle iProcurement
4 1 (0.97%) Oracle Payables
4 1 (0.97%) Oracle Receivables
4 1 (0.97%) Salesforce.com CRM
4 1 (0.97%) SAP CRM
Cloud Services
1 9 (8.74%) Amazon AWS
2 8 (7.77%) Microsoft Azure
3 7 (6.80%) Office 365
4 3 (2.91%) Dynamics 365
5 2 (1.94%) AWS CloudFormation
5 2 (1.94%) Cloud Computing
5 2 (1.94%) GitHub
5 2 (1.94%) OneDrive
5 2 (1.94%) PaaS
5 2 (1.94%) SaaS
6 1 (0.97%) AWS Lambda
6 1 (0.97%) Google Cloud Platform
6 1 (0.97%) Serverless
Communications & Networking
1 3 (2.91%) WAN
2 1 (0.97%) Cisco Nexus
2 1 (0.97%) DHCP
2 1 (0.97%) DMZ
2 1 (0.97%) DNS
2 1 (0.97%) Internet
2 1 (0.97%) VLAN
Database & Business Intelligence
1 12 (11.65%) SQL Server
2 11 (10.68%) Data Warehouse
3 9 (8.74%) SQL Server Integration Services
4 5 (4.85%) Big Data
5 4 (3.88%) Hadoop
5 4 (3.88%) MongoDB
5 4 (3.88%) MySQL
5 4 (3.88%) ObjectStore
6 3 (2.91%) HBase
6 3 (2.91%) Oracle Database
6 3 (2.91%) Power BI
6 3 (2.91%) Relational Database
7 2 (1.94%) BusinessObjects
7 2 (1.94%) MS Access
7 2 (1.94%) PostgreSQL
7 2 (1.94%) SQL Server 2008
7 2 (1.94%) SQL Server 2012
7 2 (1.94%) SQL Server 2014
7 2 (1.94%) SQL Server Reporting Services
8 1 (0.97%) Couchbase
Development Applications
1 7 (6.80%) Team Foundation Server
1 7 (6.80%) Visual Studio
2 4 (3.88%) Jenkins
3 3 (2.91%) MSI
4 2 (1.94%) Eclipse
4 2 (1.94%) Git (software)
4 2 (1.94%) JIRA
4 2 (1.94%) Subversion
5 1 (0.97%) Bower
5 1 (0.97%) Bundler
5 1 (0.97%) Grunt
5 1 (0.97%) gulp
5 1 (0.97%) Mercurial
5 1 (0.97%) ProC
5 1 (0.97%) SQL Server Management Studio (SSMS)
5 1 (0.97%) Visual Studio Team System
5 1 (0.97%) webpack
General
1 25 (24.27%) Finance
2 14 (13.59%) Banking
3 8 (7.77%) Marketing
3 8 (7.77%) Retail
4 6 (5.83%) Legal
5 4 (3.88%) Investment Banking
5 4 (3.88%) Retail Banking
6 2 (1.94%) Electronics
6 2 (1.94%) Law
6 2 (1.94%) Manufacturing
6 2 (1.94%) Telecoms
7 1 (0.97%) Advertising
7 1 (0.97%) Back Office
7 1 (0.97%) Financial Institution
7 1 (0.97%) Games
7 1 (0.97%) General Ledger
Job Titles
1 38 (36.89%) Analyst
2 17 (16.50%) Business Analyst
3 16 (15.53%) Developer
4 13 (12.62%) Data Analyst
5 11 (10.68%) Project Manager
6 9 (8.74%) Architect
6 9 (8.74%) Migration Analyst
7 8 (7.77%) Data Migration Analyst
8 7 (6.80%) PowerShell Developer
8 7 (6.80%) Test Analyst
9 5 (4.85%) AWS Engineer
9 5 (4.85%) Consultant
9 5 (4.85%) CRM Analyst
9 5 (4.85%) Migration Engineer
9 5 (4.85%) Migration Manager
9 5 (4.85%) Migration Project Manager
10 4 (3.88%) Data Business Analyst
10 4 (3.88%) Data Migration Engineer
10 4 (3.88%) Data Migration Manager
10 4 (3.88%) Data Migration Project Manager
Libraries, Frameworks & Software Standards
1 7 (6.80%) XML
2 6 (5.83%) JSON
3 4 (3.88%) .NET
4 3 (2.91%) JMS
4 3 (2.91%) Kafka
4 3 (2.91%) RESTful
5 2 (1.94%) Web Services
5 2 (1.94%) XSD
6 1 (0.97%) COM
6 1 (0.97%) CSS
6 1 (0.97%) Django
6 1 (0.97%) HTML
6 1 (0.97%) IBM Integration Bus
6 1 (0.97%) J2EE
6 1 (0.97%) jQuery
6 1 (0.97%) Middleware
6 1 (0.97%) MooTools
6 1 (0.97%) Oracle Fusion
6 1 (0.97%) SOAP
6 1 (0.97%) XML Schema
Miscellaneous
1 12 (11.65%) Analytical Skills
2 5 (4.85%) Data Centre
3 2 (1.94%) Management Information System
3 2 (1.94%) PMI
4 1 (0.97%) Analytical Mindset
4 1 (0.97%) Computer Science
4 1 (0.97%) Credit Risk
4 1 (0.97%) Data Structures
4 1 (0.97%) Fintech
4 1 (0.97%) Public Cloud
4 1 (0.97%) Reference Data
4 1 (0.97%) User Experience
4 1 (0.97%) Video Conferencing
4 1 (0.97%) Virtual Team
Operating Systems
1 6 (5.83%) Windows
2 4 (3.88%) Windows 10
3 3 (2.91%) Windows 7
4 2 (1.94%) Linux
4 2 (1.94%) Solaris
4 2 (1.94%) Unix
5 1 (0.97%) AIX
5 1 (0.97%) Windows XP
Processes & Methodologies
1 103 (100.00%) Migration
2 22 (21.36%) CRM
3 18 (17.48%) Agile Software Development
4 16 (15.53%) Data Modelling
5 15 (14.56%) ERP
5 15 (14.56%) ETL
5 15 (14.56%) Stakeholder Management
6 14 (13.59%) Business Intelligence
7 12 (11.65%) Project Management
8 11 (10.68%) Data Cleansing
9 10 (9.71%) Validation
10 9 (8.74%) Business Analysis
10 9 (8.74%) Data Analysis
11 8 (7.77%) Test Scripting
11 8 (7.77%) User Acceptance Testing
12 7 (6.80%) Data Mapping
13 6 (5.83%) PRINCE2
13 6 (5.83%) Scenario Testing
14 4 (3.88%) SDLC
14 4 (3.88%) Test Automation
Programming Languages
1 22 (21.36%) SQL
2 10 (9.71%) C#
3 7 (6.80%) PowerShell
4 6 (5.83%) Java
5 5 (4.85%) Python
6 3 (2.91%) T-SQL
7 2 (1.94%) Apex Code
7 2 (1.94%) R
7 2 (1.94%) VBA
8 1 (0.97%) C
8 1 (0.97%) JavaScript
8 1 (0.97%) PHP
8 1 (0.97%) PL/SQL
8 1 (0.97%) SOQL
8 1 (0.97%) SOSL
8 1 (0.97%) VB.NET
Qualifications
1 6 (5.83%) Security Cleared
2 3 (2.91%) Degree
2 3 (2.91%) DV Cleared
2 3 (2.91%) PRINCE2 Certification
3 2 (1.94%) AWS Certification
3 2 (1.94%) PMI Certification
3 2 (1.94%) SC Cleared
4 1 (0.97%) BC Cleared
4 1 (0.97%) CCDP
4 1 (0.97%) CCIE
4 1 (0.97%) CCNP
4 1 (0.97%) Cisco Certification
4 1 (0.97%) ISEB
4 1 (0.97%) ISTQB
Quality Assurance & Compliance
1 15 (14.56%) Data Quality
2 4 (3.88%) GDPR
3 1 (0.97%) FATCA
3 1 (0.97%) PMO
System Software
1 4 (3.88%) Active Directory
2 3 (2.91%) Microsoft App-V
3 2 (1.94%) Veritas Cluster Server
4 1 (0.97%) Virtual Machines
Systems Management
1 7 (6.80%) NetBackup
2 4 (3.88%) SCCM
3 2 (1.94%) Rundeck
3 2 (1.94%) Terraform
4 1 (0.97%) Ansible
4 1 (0.97%) Systems Management Server (SMS)
Vendors
1 21 (20.39%) Microsoft
2 12 (11.65%) Oracle
3 10 (9.71%) SAP
4 7 (6.80%) Hitachi
5 6 (5.83%) Salesforce.com
5 6 (5.83%) Veritas
6 4 (3.88%) Cisco
7 3 (2.91%) HP
8 2 (1.94%) 3PAR
8 2 (1.94%) CODA
8 2 (1.94%) EMC
8 2 (1.94%) Juniper
8 2 (1.94%) Reuters
8 2 (1.94%) Vertica
8 2 (1.94%) Yardi
9 1 (0.97%) Cloudera
9 1 (0.97%) Hortonworks
9 1 (0.97%) Informatica
9 1 (0.97%) Pardot
9 1 (0.97%) Workday