Period
to 11 August 2020

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 11 August 2020 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
11 Aug 2020
Same period 2019 Same period 2018
Rank 98 132 186
Rank change year-on-year +34 +54 -23
Contract jobs citing Data Migration 31 112 72
As % of all contract jobs advertised in the City of London 1.42% 1.73% 1.02%
As % of the Processes & Methodologies category 1.61% 1.92% 1.16%
Number of daily rates quoted 25 82 59
Median daily rate £473 £500 £475
Median daily rate % change year-on-year -5.50% +5.26% -
10th Percentile £233 £364 £354
90th Percentile £603 £624 £603
Central London median daily rate £461 £510 £475
% change year-on-year -9.56% +7.37% -
Number of hourly rates quoted 0 7 0
Median hourly rate - £12.69 -
Central London median hourly rate - £12.69 -

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 1,927 5,824 6,189
As % of all contract IT jobs advertised in the City of London 88.03% 89.97% 88.06%
Number of daily rates quoted 1,337 4,559 4,888
Median daily rate £525 £525 £513
Median daily rate % change year-on-year - +2.44% +2.50%
10th Percentile £335 £350 £331
90th Percentile £675 £675 £688
Central London median daily rate £513 £525 £500
% change year-on-year -2.38% +5.00% -
Number of hourly rates quoted 43 73 107
Median hourly rate £35.00 £20.83 £18.70
Median hourly rate % change year-on-year +68.03% +11.39% -7.75%
10th Percentile £12.75 £11.25 £13.31
90th Percentile £47.75 £56.50 £33.00
Median hourly rate £35.00 £21.00 £18.85
% change year-on-year +66.67% +11.41% +0.83%

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 11 August 2020.

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 11 August 2020, 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 31 (100.00%) Migration
2 15 (48.39%) SQL Server
3 12 (38.71%) SQL
4 11 (35.48%) Finance
5 9 (29.03%) Agile Software Development
6 6 (19.35%) Data Modelling
6 6 (19.35%) ETL
6 6 (19.35%) Microsoft
6 6 (19.35%) Degree
6 6 (19.35%) Data Cleansing
7 5 (16.13%) Banking
7 5 (16.13%) CRM
7 5 (16.13%) SharePoint
7 5 (16.13%) Oracle
7 5 (16.13%) Data Quality
7 5 (16.13%) Problem-Solving
8 4 (12.90%) SDLC
8 4 (12.90%) Windows
8 4 (12.90%) JavaScript
8 4 (12.90%) Data Warehouse
8 4 (12.90%) Active Directory
8 4 (12.90%) Retail
8 4 (12.90%) Data Management
8 4 (12.90%) Data Analysis
8 4 (12.90%) SQL Server Integration Services
8 4 (12.90%) Data Mapping
8 4 (12.90%) Investment Management
9 3 (9.68%) PowerShell
9 3 (9.68%) QA
9 3 (9.68%) Cisco

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 5 (16.13%) SharePoint
Applications
1 2 (6.45%) Microsoft Excel
1 2 (6.45%) Microsoft Office
2 1 (3.23%) Microsoft PowerPoint
2 1 (3.23%) MS Visio
Business Applications
1 2 (6.45%) Dynamics CRM
1 2 (6.45%) Northgate Housing
1 2 (6.45%) Salesforce.com CRM
2 1 (3.23%) Dynamics GP
Cloud Services
1 3 (9.68%) Office 365
1 3 (9.68%) Power Platform
2 1 (3.23%) Azure
2 1 (3.23%) Dynamics 365
2 1 (3.23%) GitHub
2 1 (3.23%) Logic Apps
2 1 (3.23%) PaaS
2 1 (3.23%) Power Automate
2 1 (3.23%) PowerApps
Communications & Networking
1 2 (6.45%) TCP/IP
2 1 (3.23%) Kerberos
2 1 (3.23%) PuTTY
2 1 (3.23%) WebEx
Database & Business Intelligence
1 15 (48.39%) SQL Server
2 4 (12.90%) Data Warehouse
2 4 (12.90%) SQL Server Integration Services
3 3 (9.68%) SQL Server Reporting Services
4 2 (6.45%) Enterprise Data Warehouse
4 2 (6.45%) MySQL
4 2 (6.45%) OLAP
4 2 (6.45%) OLAP Cube
4 2 (6.45%) Power BI
4 2 (6.45%) SQL Server Analysis Services
5 1 (3.23%) Apache Hive
5 1 (3.23%) Azure SQL Data Warehouse
5 1 (3.23%) Azure SQL Database
5 1 (3.23%) Big Data
5 1 (3.23%) QlikView
Development Applications
1 1 (3.23%) AdminStudio
1 1 (3.23%) Eclipse
1 1 (3.23%) MSI
1 1 (3.23%) SQL Server Management Studio (SSMS)
General
1 11 (35.48%) Finance
2 5 (16.13%) Banking
3 4 (12.90%) Retail
4 2 (6.45%) Local Government
4 2 (6.45%) Public Sector
4 2 (6.45%) Publishing
5 1 (3.23%) General Ledger
5 1 (3.23%) Investment Banking
5 1 (3.23%) Marketing
Job Titles
1 8 (25.81%) Developer
2 7 (22.58%) Analyst
3 4 (12.90%) Data Analyst
4 3 (9.68%) Consultant
4 3 (9.68%) Migration Analyst
4 3 (9.68%) SQL Developer
4 3 (9.68%) SSIS Developer
4 3 (9.68%) Systems Analyst
5 2 (6.45%) Architect
5 2 (6.45%) Business Systems Analyst
5 2 (6.45%) Data Business Analyst
5 2 (6.45%) Data Engineer
5 2 (6.45%) Data Integration Analyst
5 2 (6.45%) Data Migration Analyst
5 2 (6.45%) Data Migration Developer
5 2 (6.45%) Data Warehouse Developer
5 2 (6.45%) Infrastructure Consultant
5 2 (6.45%) Integration Analyst
5 2 (6.45%) Salesforce Developer
5 2 (6.45%) SQL Server Developer
Libraries, Frameworks & Software Standards
1 2 (6.45%) Visualforce
2 1 (3.23%) Node.js
2 1 (3.23%) XML
Miscellaneous
1 3 (9.68%) Data Centre
1 3 (9.68%) Replication
2 2 (6.45%) Analytical Skills
2 2 (6.45%) Data Structures
2 2 (6.45%) Enterprise Software
2 2 (6.45%) Private Cloud
3 1 (3.23%) Credit Risk
3 1 (3.23%) Derivative
3 1 (3.23%) Enterprise Storage
3 1 (3.23%) Management Information System
3 1 (3.23%) OTC Derivatives
3 1 (3.23%) Reference Data
3 1 (3.23%) Reinsurance
Operating Systems
1 4 (12.90%) Windows
2 3 (9.68%) Unix
2 3 (9.68%) Windows Server
3 1 (3.23%) Linux
3 1 (3.23%) Red Hat Enterprise Linux
3 1 (3.23%) Windows 10
3 1 (3.23%) Windows 7
Processes & Methodologies
1 31 (100.00%) Migration
2 9 (29.03%) Agile Software Development
3 6 (19.35%) Data Cleansing
3 6 (19.35%) Data Modelling
3 6 (19.35%) ETL
4 5 (16.13%) CRM
4 5 (16.13%) Problem-Solving
5 4 (12.90%) Data Analysis
5 4 (12.90%) Data Management
5 4 (12.90%) Data Mapping
5 4 (12.90%) Investment Management
5 4 (12.90%) SDLC
6 3 (9.68%) Asset Management
6 3 (9.68%) Business Analysis
6 3 (9.68%) Business Intelligence
6 3 (9.68%) Converged Infrastructure
6 3 (9.68%) Server Management
6 3 (9.68%) Stakeholder Management
7 2 (6.45%) Task Automation
7 2 (6.45%) Tech Ops
Programming Languages
1 12 (38.71%) SQL
2 4 (12.90%) JavaScript
3 3 (9.68%) PowerShell
3 3 (9.68%) T-SQL
4 2 (6.45%) Apex Code
4 2 (6.45%) Java
4 2 (6.45%) Scala
5 1 (3.23%) C#
5 1 (3.23%) Python
5 1 (3.23%) VB
5 1 (3.23%) VBScript
Qualifications
1 6 (19.35%) Degree
2 1 (3.23%) ACCA
Quality Assurance & Compliance
1 5 (16.13%) Data Quality
2 3 (9.68%) QA
3 1 (3.23%) GDPR
3 1 (3.23%) Sarbanes-Oxley
3 1 (3.23%) SLA
System Software
1 4 (12.90%) Active Directory
2 2 (6.45%) VMware Infrastructure
3 1 (3.23%) Docker
3 1 (3.23%) Microsoft App-V
3 1 (3.23%) Virtual Machines
3 1 (3.23%) VMware NSX
Systems Management
1 2 (6.45%) Nagios
1 2 (6.45%) SCOM
2 1 (3.23%) Kubernetes
2 1 (3.23%) McAfee ePO
2 1 (3.23%) Tivoli Storage Manager
Vendors
1 6 (19.35%) Microsoft
2 5 (16.13%) Oracle
3 3 (9.68%) Cisco
3 3 (9.68%) HP
3 3 (9.68%) VMware
4 2 (6.45%) Citrix
4 2 (6.45%) Northgate
4 2 (6.45%) Salesforce.com
5 1 (3.23%) Alteryx
5 1 (3.23%) CommVault
5 1 (3.23%) McAfee
5 1 (3.23%) NetApp
5 1 (3.23%) Qualys
5 1 (3.23%) Red Hat
5 1 (3.23%) SAP