Period
to 8 December 2019

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 8 December 2019 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
8 Dec 2019
Same period 2018 Same period 2017
Rank 129 191 143
Rank change year-on-year +62 -48 -32
Contract jobs citing Data Migration 92 69 115
As % of all contract IT jobs advertised in the City of London 1.63% 0.97% 1.60%
As % of the Processes & Methodologies category 1.83% 1.11% 1.77%
Number of daily rates quoted 70 52 86
City of London median daily rate £531 £475 £450
Median daily rate % change year-on-year +11.84% +5.56% -14.29%
10th Percentile £410 £283 £313
90th Percentile £675 £698 £606
Central London median daily rate £525 £475 £450
% change year-on-year +10.53% +5.56% -14.29%
Number of hourly rates quoted 4 2 3
City of London median hourly rate £12.69 £17.83 £17.00
Median hourly rate % change year-on-year -28.81% +4.85% +21.43%
10th Percentile £12.04 £16.34 £11.80
90th Percentile £13.80 £18.61 £27.30
Central London median hourly rate £12.69 £17.83 £17.00
% change year-on-year -28.81% +4.85% +21.43%

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 5,041 6,221 6,479
As % of all contract IT jobs advertised in the City of London 89.30% 87.69% 89.99%
Number of daily rates quoted 3,919 4,924 5,165
City of London median daily rate £525 £510 £501
Median daily rate % change year-on-year +2.94% +1.90% +5.37%
10th Percentile £325 £325 £325
90th Percentile £688 £675 £688
Central London median daily rate £513 £500 £500
% change year-on-year +2.50% - +5.26%
Number of hourly rates quoted 53 89 60
City of London median hourly rate £20.83 £18.70 £18.70
Median hourly rate % change year-on-year +11.39% - -6.50%
10th Percentile £12.04 £13.25 £13.15
90th Percentile £52.05 £33.40 £31.05
Central London median hourly rate £21.00 £19.00 £20.25
% change year-on-year +10.53% -6.17% +6.58%

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 8 December 2019.

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

For the 6 months to 8 December 2019, IT contractor jobs citing Data Migration 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 Migration.

1 92 (100.00%) Migration
2 35 (38.04%) SQL
3 27 (29.35%) ETL
4 26 (28.26%) Microsoft
5 23 (25.00%) Finance
6 16 (17.39%) Oracle
7 15 (16.30%) Data Modelling
7 15 (16.30%) Reinsurance
8 14 (15.22%) CRM
9 13 (14.13%) Data Warehouse
9 13 (14.13%) SQL Server
9 13 (14.13%) Dynamics CRM
10 12 (13.04%) SQL Server Integration Services
10 12 (13.04%) Java
10 12 (13.04%) Python
10 12 (13.04%) Agile Software Development
10 12 (13.04%) Power Platform
11 11 (11.96%) Power BI
11 11 (11.96%) Stakeholder Management
11 11 (11.96%) Eclipse
11 11 (11.96%) Data Integration
11 11 (11.96%) Data Architecture
12 10 (10.87%) .NET
13 9 (9.78%) Business Intelligence
13 9 (9.78%) Data Mapping
13 9 (9.78%) SQL Server Analysis Services
14 8 (8.70%) SQL Server Reporting Services
14 8 (8.70%) AWS
14 8 (8.70%) SAP
14 8 (8.70%) Workflow

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 7 (7.61%) WebLogic
2 6 (6.52%) WebLogic Integration
3 5 (5.43%) SharePoint
4 4 (4.35%) Oracle SOA Suite
5 3 (3.26%) Oracle Workflow
6 2 (2.17%) Apache Spark
6 2 (2.17%) SAS
7 1 (1.09%) Apache
7 1 (1.09%) Confluence
7 1 (1.09%) Jupyter
7 1 (1.09%) Tomcat
Applications
1 4 (4.35%) Microsoft Excel
1 4 (4.35%) Microsoft Office
2 3 (3.26%) MS Visio
3 1 (1.09%) InfoPath
3 1 (1.09%) Microsoft Project
Business Applications
1 13 (14.13%) Dynamics CRM
2 6 (6.52%) Oracle Financials
2 6 (6.52%) Unit4 Business World
3 3 (3.26%) Dynamics AX
3 3 (3.26%) Oracle Assets
3 3 (3.26%) Oracle Cash Management
3 3 (3.26%) Oracle FAH
3 3 (3.26%) Oracle General Ledger
3 3 (3.26%) Oracle Internet Expenses
3 3 (3.26%) Oracle iProcurement
3 3 (3.26%) Oracle Payables
3 3 (3.26%) Oracle Procure-to-Pay
3 3 (3.26%) Oracle Receivables
3 3 (3.26%) Oracle Subledger Accounting
4 2 (2.17%) SAP IBP
4 2 (2.17%) SAP MDG
4 2 (2.17%) SAP S/4HANA
5 1 (1.09%) Dynamics NAV
5 1 (1.09%) NetSuite
5 1 (1.09%) SAP FI
Cloud Services
1 12 (13.04%) Power Platform
2 8 (8.70%) AWS
2 8 (8.70%) Dynamics 365
3 7 (7.61%) Azure
4 3 (3.26%) GCP
4 3 (3.26%) Office 365
5 1 (1.09%) Amazon CloudWatch
5 1 (1.09%) Amazon EMR
5 1 (1.09%) Amazon Kinesis
5 1 (1.09%) Azure Data Factory
5 1 (1.09%) Datadog
5 1 (1.09%) G Suite
5 1 (1.09%) GitHub
5 1 (1.09%) IaaS
5 1 (1.09%) Microsoft Flow
5 1 (1.09%) OneDrive
5 1 (1.09%) PaaS
5 1 (1.09%) ShareGate
5 1 (1.09%) SuccessFactors
Communications & Networking
1 1 (1.09%) Intranet
Database & Business Intelligence
1 13 (14.13%) Data Warehouse
1 13 (14.13%) SQL Server
2 12 (13.04%) SQL Server Integration Services
3 11 (11.96%) Power BI
4 9 (9.78%) SQL Server Analysis Services
5 8 (8.70%) SQL Server Reporting Services
6 7 (7.61%) Big Data
7 6 (6.52%) BusinessObjects
7 6 (6.52%) QlikView
8 4 (4.35%) Hadoop
9 3 (3.26%) Oracle BI Publisher
9 3 (3.26%) Oracle ODI
9 3 (3.26%) Oracle Reports
10 2 (2.17%) Data Lake
10 2 (2.17%) Oracle Database
10 2 (2.17%) Oracle Database 11g
10 2 (2.17%) Oracle Database 12c
10 2 (2.17%) Relational Database
10 2 (2.17%) SQL Server 2014
11 1 (1.09%) Apache Hive
Development Applications
1 11 (11.96%) Eclipse
2 3 (3.26%) Jenkins
2 3 (3.26%) JIRA
3 2 (2.17%) Git (software)
4 1 (1.09%) Atlassian Bamboo
4 1 (1.09%) Cucumber
4 1 (1.09%) Maven
4 1 (1.09%) Postman
4 1 (1.09%) SoapUI
4 1 (1.09%) Sonatype Nexus
4 1 (1.09%) Team Foundation Server
4 1 (1.09%) TeamCity
4 1 (1.09%) Visual Studio
4 1 (1.09%) Visual Studio Team System
General
1 23 (25.00%) Finance
2 8 (8.70%) Banking
3 6 (6.52%) Front Office
4 5 (5.43%) Retail
5 4 (4.35%) Legal
6 3 (3.26%) International Banking
7 1 (1.09%) Advertising
7 1 (1.09%) Back Office
7 1 (1.09%) General Ledger
7 1 (1.09%) Investment Banking
7 1 (1.09%) Marketing
7 1 (1.09%) Multimedia
7 1 (1.09%) Pharmaceutical
7 1 (1.09%) Publishing
7 1 (1.09%) Telecoms
Job Titles
1 22 (23.91%) Analyst
2 15 (16.30%) Business Analyst
3 13 (14.13%) Architect
3 13 (14.13%) Developer
4 7 (7.61%) Data Analyst
5 6 (6.52%) Data Business Analyst
5 6 (6.52%) Project Manager
6 5 (5.43%) Data Architect
6 5 (5.43%) Deployment Engineer
7 4 (4.35%) Data Manager
7 4 (4.35%) Data Migration Manager
7 4 (4.35%) Migration Manager
7 4 (4.35%) SAP Manager
8 3 (3.26%) Cloud Developer
8 3 (3.26%) CRM Developer
8 3 (3.26%) Cutover Manager
8 3 (3.26%) Dynamics CRM Developer
8 3 (3.26%) Oracle Developer
8 3 (3.26%) SQL Developer
8 3 (3.26%) Technical Developer
Libraries, Frameworks & Software Standards
1 10 (10.87%) .NET
2 6 (6.52%) J2EE
2 6 (6.52%) Middleware
2 6 (6.52%) MSMQ
3 5 (5.43%) XML
4 4 (4.35%) REST
4 4 (4.35%) Web Services
5 3 (3.26%) Node.js
5 3 (3.26%) Oracle Fusion
6 2 (2.17%) JSON
6 2 (2.17%) Spring
7 1 (1.09%) .NET Core
7 1 (1.09%) Gherkin
7 1 (1.09%) Kafka
7 1 (1.09%) MDX
7 1 (1.09%) React
7 1 (1.09%) SOAP
7 1 (1.09%) XSLT
Miscellaneous
1 15 (16.30%) Reinsurance
2 6 (6.52%) Analytical Skills
3 2 (2.17%) Greenfield Project
4 1 (1.09%) Blog
4 1 (1.09%) Fixed Income
4 1 (1.09%) Linux Command Line
4 1 (1.09%) Management Information System
4 1 (1.09%) Reference Data
4 1 (1.09%) Self-Motivation
4 1 (1.09%) Tandem
4 1 (1.09%) Taxonomies
4 1 (1.09%) User Experience
4 1 (1.09%) Virtual Team
Operating Systems
1 7 (7.61%) Linux
2 5 (5.43%) Unix
2 5 (5.43%) Windows
3 4 (4.35%) Windows 7
3 4 (4.35%) Windows 8
4 1 (1.09%) Red Hat Enterprise Linux
4 1 (1.09%) Windows 10
Processes & Methodologies
1 92 (100.00%) Migration
2 27 (29.35%) ETL
3 15 (16.30%) Data Modelling
4 14 (15.22%) CRM
5 12 (13.04%) Agile Software Development
6 11 (11.96%) Data Architecture
6 11 (11.96%) Data Integration
6 11 (11.96%) Stakeholder Management
7 9 (9.78%) Business Intelligence
7 9 (9.78%) Data Mapping
8 8 (8.70%) Workflow
9 7 (7.61%) DevOps
9 7 (7.61%) Project Management
10 6 (6.52%) Data Analysis
11 5 (5.43%) Business Analysis
11 5 (5.43%) SOA
11 5 (5.43%) User Stories
12 4 (4.35%) Procure-to-Pay
12 4 (4.35%) Project Delivery
12 4 (4.35%) Time Management
Programming Languages
1 35 (38.04%) SQL
2 12 (13.04%) Java
2 12 (13.04%) Python
3 7 (7.61%) PL/SQL
4 4 (4.35%) Bash Shell
5 3 (3.26%) C#
5 3 (3.26%) Scala
6 2 (2.17%) JavaScript
6 2 (2.17%) Shell Script
6 2 (2.17%) T-SQL
7 1 (1.09%) Data Analysis Expressions (DAX)
7 1 (1.09%) Go
7 1 (1.09%) Perl
7 1 (1.09%) R
7 1 (1.09%) Ruby
7 1 (1.09%) VBA
Qualifications
1 3 (3.26%) Degree
2 1 (1.09%) CCIE
2 1 (1.09%) CCNA
2 1 (1.09%) Cisco Certification
2 1 (1.09%) Computer Science Degree
2 1 (1.09%) DV Cleared
2 1 (1.09%) MCSE
2 1 (1.09%) Microsoft Certification
2 1 (1.09%) SC Cleared
2 1 (1.09%) Security Cleared
2 1 (1.09%) TOGAF Certification
Quality Assurance & Compliance
1 6 (6.52%) Data Quality
System Software
1 3 (3.26%) Docker
2 1 (1.09%) HDFS
2 1 (1.09%) Virtual Machines
Systems Management
1 5 (5.43%) Kubernetes
2 4 (4.35%) Terraform
3 2 (2.17%) Data Guard
4 1 (1.09%) Ansible
4 1 (1.09%) Hadoop YARN
4 1 (1.09%) Opscode Chef
Vendors
1 26 (28.26%) Microsoft
2 16 (17.39%) Oracle
3 8 (8.70%) SAP
4 6 (6.52%) CODA
5 4 (4.35%) Guidewire
6 3 (3.26%) Ariba
6 3 (3.26%) iManage
7 2 (2.17%) Cloudera
7 2 (2.17%) ForgeRock
7 2 (2.17%) Google
7 2 (2.17%) MuleSoft
7 2 (2.17%) Tableau
8 1 (1.09%) Foundry
8 1 (1.09%) Hortonworks
8 1 (1.09%) Informatica
8 1 (1.09%) Palantir
8 1 (1.09%) Pegasus
8 1 (1.09%) Red Hat
8 1 (1.09%) Salesforce.com