Period
to 15 May 2021

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 15 May 2021 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
15 May 2021
Same period 2020 Same period 2019
Rank 116 110 163
Rank change year-on-year -6 +53 -5
Contract jobs citing Data Migration 32 45 85
As % of all contract jobs advertised in the City of London 1.16% 1.35% 1.31%
As % of the Processes & Methodologies category 1.27% 1.55% 1.46%
Number of daily rates quoted 22 38 70
10th Percentile £325 £248 £274
25th Percentile £346 £379 £408
Median daily rate (50th Percentile) £494 £475 £491
Median % change year-on-year +3.95% -3.31% +0.77%
75th Percentile £575 £588 £584
90th Percentile £725 £644 £625
Central London median daily rate £519 £475 £500
% change year-on-year +9.21% -5.00% +5.26%
Number of hourly rates quoted 0 0 2
Median hourly rate - - £43.20
Central London median hourly rate - - £43.20

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 2,514 2,900 5,816
As % of all contract IT jobs advertised in the City of London 90.79% 87.24% 89.84%
Number of daily rates quoted 1,829 2,158 4,502
10th Percentile £338 £331 £331
25th Percentile £431 £413 £425
Median daily rate (50th Percentile) £525 £515 £525
Median % change year-on-year +1.94% -1.90% +3.96%
75th Percentile £625 £603 £600
90th Percentile £701 £675 £675
Central London median daily rate £525 £500 £525
% change year-on-year +5.00% -4.76% +5.00%
Number of hourly rates quoted 26 50 53
10th Percentile £8.00 £12.42 £11.25
25th Percentile £12.09 £14.09 £13.48
Median hourly rate £20.00 £24.06 £20.00
Median % change year-on-year -16.87% +20.30% +6.10%
75th Percentile £28.38 £39.13 £37.50
90th Percentile £40.13 £52.33 £44.44
Central London median hourly rate £20.00 £24.31 £20.00
% change year-on-year -17.73% +21.55% -

Data Migration
Job Vacancy Trend in the City of London

Job postings citing Data Migration as a proportion 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

3-month moving average daily rate quoted in jobs citing Data Migration in the City of London.

Daily rate trend for Data Migration in the City of London

Data Migration
Daily Rate Histogram in the City of London

Daily rate distribution for jobs citing Data Migration in the City of London over the 6 months to 15 May 2021.

Daily rate histogram for Data Migration in the City of London

Data Migration
Contractor Hourly Rate Trend in the City of London

3-month moving average hourly rates quoted in jobs citing Data Migration in the City of London.

Hourly rate trend for Data Migration in the City of London

For the 6 months to 15 May 2021, 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 32 (100.00%) Migration
2 10 (31.25%) Finance
3 8 (25.00%) SQL
4 7 (21.88%) Data Modelling
4 7 (21.88%) Data Mapping
5 6 (18.75%) User Acceptance Testing
5 6 (18.75%) Service Management
6 5 (15.63%) T-SQL
6 5 (15.63%) .NET
6 5 (15.63%) C#
6 5 (15.63%) SAP
6 5 (15.63%) Python
6 5 (15.63%) Target Operating Model
7 4 (12.50%) Reinsurance
7 4 (12.50%) User Experience
7 4 (12.50%) Analytics
7 4 (12.50%) Test Planning
7 4 (12.50%) Data Lineage
7 4 (12.50%) Acceptance Criteria
7 4 (12.50%) Social Skills
7 4 (12.50%) Stakeholder Management
7 4 (12.50%) Project Management
7 4 (12.50%) Credit Risk
7 4 (12.50%) Reverse Engineering
7 4 (12.50%) Risk Analytics
8 3 (9.38%) Big Data
8 3 (9.38%) Azure
8 3 (9.38%) AWS
8 3 (9.38%) Agile Software Development
8 3 (9.38%) SQL Server Integration Services

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 1 (3.13%) Apache Airflow
1 1 (3.13%) Apache Spark
1 1 (3.13%) CMS
1 1 (3.13%) SAS
1 1 (3.13%) SharePoint
Applications
1 2 (6.25%) Microsoft Excel
1 2 (6.25%) Microsoft Project
2 1 (3.13%) Microsoft Office
2 1 (3.13%) Microsoft PowerPoint
2 1 (3.13%) MS Visio
Business Applications
1 1 (3.13%) Maximo
1 1 (3.13%) NetSuite
1 1 (3.13%) SAP CRM
1 1 (3.13%) SAP ERP
1 1 (3.13%) SAP FI
1 1 (3.13%) SAP MM
1 1 (3.13%) SAP SRM
Cloud Services
1 3 (9.38%) AWS
1 3 (9.38%) Azure
1 3 (9.38%) GCP
2 2 (6.25%) Microsoft 365
3 1 (3.13%) Azure Data Factory
3 1 (3.13%) Dynamics 365
3 1 (3.13%) Power Automate
3 1 (3.13%) Power Platform
3 1 (3.13%) PowerApps
3 1 (3.13%) SaaS
3 1 (3.13%) Salesforce Sales Cloud
3 1 (3.13%) Salesforce Service Cloud
Communications & Networking
1 1 (3.13%) Firewall
1 1 (3.13%) SMTP
Database & Business Intelligence
1 3 (9.38%) Big Data
1 3 (9.38%) SQL Server
1 3 (9.38%) SQL Server Integration Services
2 1 (3.13%) Amazon Redshift
2 1 (3.13%) Apache Hive
2 1 (3.13%) Blockchain
2 1 (3.13%) BusinessObjects
2 1 (3.13%) Data Warehouse
2 1 (3.13%) Hadoop
2 1 (3.13%) MS Access
2 1 (3.13%) MySQL
2 1 (3.13%) Relational Database
2 1 (3.13%) SAP Data Services
2 1 (3.13%) SQL Server Reporting Services
2 1 (3.13%) SSDT
2 1 (3.13%) Tableau
2 1 (3.13%) Yellowfin
Development Applications
1 2 (6.25%) JIRA
2 1 (3.13%) Eclipse
2 1 (3.13%) LSMW
2 1 (3.13%) SQL Server Management Studio (SSMS)
General
1 10 (31.25%) Finance
2 4 (12.50%) Social Skills
3 2 (6.25%) Public Sector
3 2 (6.25%) Retail
4 1 (3.13%) Analytical Skills
4 1 (3.13%) Billing
4 1 (3.13%) Legal
4 1 (3.13%) Manufacturing
4 1 (3.13%) Organisational Skills
4 1 (3.13%) Presentation Skills
4 1 (3.13%) Telecoms
Job Titles
1 14 (43.75%) Analyst
2 6 (18.75%) Data Analyst
3 4 (12.50%) Business Analyst
3 4 (12.50%) Credit Analyst
3 4 (12.50%) Credit Risk Analyst
3 4 (12.50%) Risk Analyst
3 4 (12.50%) SQL Analyst
3 4 (12.50%) Technical Analyst
4 3 (9.38%) Architect
4 3 (9.38%) Consultant
4 3 (9.38%) Technical Business Analyst
5 2 (6.25%) Coordinator
5 2 (6.25%) Data Migration Analyst
5 2 (6.25%) Developer
5 2 (6.25%) Migration Analyst
5 2 (6.25%) Programme Manager
5 2 (6.25%) SAP Consultant
6 1 (3.13%) Data Migration Developer
6 1 (3.13%) Migration Manager
6 1 (3.13%) Migration Specialist
Libraries, Frameworks & Software Standards
1 5 (15.63%) .NET
2 2 (6.25%) Web Services
3 1 (3.13%) Ajax
3 1 (3.13%) AngularJS
3 1 (3.13%) JSON
3 1 (3.13%) LDAP
3 1 (3.13%) Node.js
3 1 (3.13%) REST
3 1 (3.13%) SOAP
3 1 (3.13%) Twitter Bootstrap
3 1 (3.13%) XML
Miscellaneous
1 4 (12.50%) Credit Risk
1 4 (12.50%) Reinsurance
1 4 (12.50%) User Experience
2 1 (3.13%) Cloud Native
2 1 (3.13%) CMDB
2 1 (3.13%) Foreign Exchange (FX)
2 1 (3.13%) Greenfield Project
2 1 (3.13%) Hybrid Cloud
2 1 (3.13%) Public Cloud
2 1 (3.13%) Reference Data
Processes & Methodologies
1 32 (100.00%) Migration
2 7 (21.88%) Data Mapping
2 7 (21.88%) Data Modelling
3 6 (18.75%) Service Management
3 6 (18.75%) User Acceptance Testing
4 5 (15.63%) Target Operating Model
5 4 (12.50%) Acceptance Criteria
5 4 (12.50%) Analytics
5 4 (12.50%) Data Lineage
5 4 (12.50%) Project Management
5 4 (12.50%) Reverse Engineering
5 4 (12.50%) Risk Analytics
5 4 (12.50%) Stakeholder Management
5 4 (12.50%) Test Planning
6 3 (9.38%) Agile Software Development
6 3 (9.38%) Cost Management
6 3 (9.38%) ERP
6 3 (9.38%) ETL
7 2 (6.25%) Line Management
7 2 (6.25%) Project Delivery
Programming Languages
1 8 (25.00%) SQL
2 5 (15.63%) C#
2 5 (15.63%) Python
2 5 (15.63%) T-SQL
3 3 (9.38%) Java
4 1 (3.13%) C++
4 1 (3.13%) JavaScript
4 1 (3.13%) PL/SQL
4 1 (3.13%) TypeScript
4 1 (3.13%) VB
Qualifications
1 1 (3.13%) PMI Certification
1 1 (3.13%) PMP
1 1 (3.13%) PRINCE2 Certification
1 1 (3.13%) SAP Certification
1 1 (3.13%) SC Cleared
1 1 (3.13%) Security Cleared
Quality Assurance & Compliance
1 1 (3.13%) Data Quality
1 1 (3.13%) QA
System Software
1 1 (3.13%) Docker
Systems Management
1 2 (6.25%) Kubernetes
1 2 (6.25%) Terraform
Vendors
1 5 (15.63%) SAP
2 3 (9.38%) Oracle
3 2 (6.25%) Google
3 2 (6.25%) Microsoft
3 2 (6.25%) ServiceNow
4 1 (3.13%) Ariba
4 1 (3.13%) Guidewire
4 1 (3.13%) Kenexa
4 1 (3.13%) Salesforce.com
4 1 (3.13%) Talend