Period
to

The following table provides summary statistics for contract job vacancies advertised in 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 4 July 2022 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
England > London
6 months to
4 Jul 2022
Same period 2021 Same period 2020
Rank 177 142 165
Rank change year-on-year -35 +23 +5
Contract jobs citing Data Migration 637 551 284
As % of all contract jobs advertised in London 1.60% 1.99% 1.61%
As % of the Processes & Methodologies category 1.75% 2.18% 1.79%
Number of daily rates quoted 484 398 195
10th Percentile £400 £365 £345
25th Percentile £463 £450 £423
Median daily rate (50th Percentile) £550 £528 £500
Median % change year-on-year +4.27% +5.50% -
75th Percentile £650 £625 £588
90th Percentile £742 £700 £665
England median daily rate £530 £500 £500
% change year-on-year +5.95% +0.05% +8.11%
Number of hourly rates quoted 3 4 1
10th Percentile - £26.55 -
25th Percentile £52.50 £42.27 -
Median hourly rate £55.00 £62.50 £22.85
Median % change year-on-year -12.00% +173.52% -36.97%
75th Percentile £57.50 £76.50 -
90th Percentile - £77.40 -
England median hourly rate £55.00 £15.25 £18.50
% change year-on-year +260.66% -17.57% +12.98%

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 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 36,500 25,324 15,856
As % of all contract IT jobs advertised in London 91.54% 91.41% 90.03%
Number of daily rates quoted 26,718 18,141 11,408
10th Percentile £400 £360 £331
25th Percentile £475 £438 £425
Median daily rate (50th Percentile) £575 £525 £525
Median % change year-on-year +9.52% - +1.45%
75th Percentile £691 £638 £619
90th Percentile £788 £713 £710
England median daily rate £550 £500 £480
% change year-on-year +10.00% +4.17% +1.05%
Number of hourly rates quoted 373 253 183
10th Percentile £17.15 £15.73 £14.08
25th Percentile £23.91 £20.75 £19.99
Median hourly rate £36.41 £32.85 £33.50
Median % change year-on-year +10.84% -1.94% +49.60%
75th Percentile £53.75 £51.00 £47.83
90th Percentile £69.25 £65.60 £61.25
England median hourly rate £28.00 £24.00 £22.61
% change year-on-year +16.67% +6.15% -1.27%

Data Migration
Job Vacancy Trend in London

Job postings citing Data Migration as a proportion of all IT jobs advertised in London.

Job vacancy trend for Data Migration in London

Data Migration
Contractor Daily Rate Trend in London

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

Daily rate trend for Data Migration in London

Data Migration
Daily Rate Histogram in London

Daily rate distribution for jobs citing Data Migration in London over the 6 months to 4 July 2022.

Daily rate histogram for Data Migration in London

Data Migration
Contractor Hourly Rate Trend in London

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

Hourly rate trend for Data Migration in London

Data Migration
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 Migration within the London region over the 6 months to 4 July 2022. 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
Jobs
Central London -10 63 £575 +5.50% 9
West London +1 17 £542 -1.00% 6
South London -16 9 £625 +31.58% 1
East London -8 2 £600 - 2
Data Migration
England

For the 6 months to 4 July 2022, 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 London region with a requirement for Data Migration.

1 637 (100.00%) Migration
2 185 (29.04%) Finance
3 177 (27.79%) SQL
4 170 (26.69%) Social Skills
5 132 (20.72%) Agile
6 125 (19.62%) Azure
7 96 (15.07%) ETL
8 93 (14.60%) Oracle
9 92 (14.44%) Microsoft
10 91 (14.29%) Data Modelling
11 83 (13.03%) Business Intelligence
12 81 (12.72%) SAP
13 78 (12.24%) Stakeholder Management
13 78 (12.24%) Analytics
14 75 (11.77%) Data Analysis
15 71 (11.15%) ERP
16 67 (10.52%) AWS
17 61 (9.58%) Legacy Systems
18 58 (9.11%) Power Platform
19 57 (8.95%) DevOps
20 56 (8.79%) Data Warehouse
21 54 (8.48%) Analytical Skills
22 51 (8.01%) Power BI
23 49 (7.69%) CRM
24 47 (7.38%) Data Cleansing
25 46 (7.22%) Project Delivery
26 44 (6.91%) Python
26 44 (6.91%) SQL Server
26 44 (6.91%) Salesforce.com
27 43 (6.75%) Scrum

Data Migration
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 35 (5.49%) SharePoint
2 15 (2.35%) Confluence
3 12 (1.88%) Apache Spark
4 5 (0.78%) Apache Airflow
4 5 (0.78%) BizTalk Server
4 5 (0.78%) SAS
5 4 (0.63%) ArcGIS
6 2 (0.31%) Apache
6 2 (0.31%) CMS
6 2 (0.31%) Drupal
6 2 (0.31%) Exchange Server 2013
6 2 (0.31%) Oracle Workflow
6 2 (0.31%) Tomcat
7 1 (0.16%) Appian
7 1 (0.16%) Cloud Foundry
7 1 (0.16%) OnBase
7 1 (0.16%) Oracle SOA Suite
7 1 (0.16%) SAP Portal
Applications
1 34 (5.34%) Microsoft Excel
2 8 (1.26%) Microsoft Project
3 6 (0.94%) Spreadsheet
4 3 (0.47%) Microsoft Office
4 3 (0.47%) MS Visio
5 1 (0.16%) Adobe XD
5 1 (0.16%) InVision
5 1 (0.16%) Microsoft PowerPoint
5 1 (0.16%) Oracle Smart View
5 1 (0.16%) Sketch
5 1 (0.16%) Zeplin
Business Applications
1 25 (3.92%) SAP S/4HANA
2 21 (3.30%) Dynamics CRM
3 11 (1.73%) NetSuite
4 9 (1.41%) Oracle EBS
5 6 (0.94%) Oracle EBS R12
5 6 (0.94%) SAP ERP
5 6 (0.94%) SAP HCM
6 5 (0.78%) Dynamics AX
6 5 (0.78%) JDE OneWorld
6 5 (0.78%) Oracle Payables
6 5 (0.78%) Oracle Receivables
6 5 (0.78%) Workday HCM
7 4 (0.63%) Oracle General Ledger
7 4 (0.63%) Oracle Procure-to-Pay
8 3 (0.47%) Cognos Planning
8 3 (0.47%) IBM Planning Analytics
8 3 (0.47%) Oracle Applications
8 3 (0.47%) PeopleSoft HCM
8 3 (0.47%) SAP BPC
8 3 (0.47%) SAP Oil and Gas
Cloud Services
1 125 (19.62%) Azure
2 67 (10.52%) AWS
3 58 (9.11%) Power Platform
4 41 (6.44%) Dynamics 365
5 30 (4.71%) SaaS
6 27 (4.24%) Azure DevOps
7 25 (3.92%) GCP
8 24 (3.77%) Microsoft 365
9 19 (2.98%) Azure Data Factory
9 19 (2.98%) PowerApps
10 16 (2.51%) Azure Logic Apps
11 13 (2.04%) Azure Synapse Analytics
11 13 (2.04%) SuccessFactors
12 12 (1.88%) Serverless
13 11 (1.73%) PaaS
14 9 (1.41%) Amazon S3
14 9 (1.41%) Azure Active Directory
14 9 (1.41%) OneDrive
14 9 (1.41%) Power Automate
14 9 (1.41%) Snowflake
Communications & Networking
1 11 (1.73%) DNS
2 9 (1.41%) DHCP
3 6 (0.94%) TCP/IP
4 5 (0.78%) Firewall
4 5 (0.78%) iSCSI
5 2 (0.31%) Intranet
5 2 (0.31%) Network Security
5 2 (0.31%) SAN
6 1 (0.16%) F5 BIG-IP GTM
6 1 (0.16%) IPsec
6 1 (0.16%) Multicast
6 1 (0.16%) SSL
Database & Business Intelligence
1 56 (8.79%) Data Warehouse
2 51 (8.01%) Power BI
3 44 (6.91%) SQL Server
4 31 (4.87%) Big Data
5 30 (4.71%) Data Lake
6 19 (2.98%) Oracle Database
6 19 (2.98%) SQL Server Integration Services
6 19 (2.98%) Tableau
7 14 (2.20%) MySQL
7 14 (2.20%) SQL Server Reporting Services
8 13 (2.04%) Relational Database
9 12 (1.88%) Oracle Reports
9 12 (1.88%) SQL Server Analysis Services
10 11 (1.73%) Amazon Redshift
10 11 (1.73%) BigQuery
10 11 (1.73%) BusinessObjects
11 10 (1.57%) Azure SQL Database
11 10 (1.57%) PostgreSQL
12 9 (1.41%) Apache Hive
12 9 (1.41%) DB2
Development Applications
1 37 (5.81%) JIRA
2 13 (2.04%) ERwin
3 8 (1.26%) Eclipse
4 6 (0.94%) Jenkins
4 6 (0.94%) Oracle APEX
5 5 (0.78%) Git (software)
5 5 (0.78%) Postman
5 5 (0.78%) Selenium
6 4 (0.63%) Cucumber
6 4 (0.63%) HP UFT
6 4 (0.63%) JBehave
6 4 (0.63%) Oracle Forms
6 4 (0.63%) TestComplete
6 4 (0.63%) Visual Studio Coded UI
7 3 (0.47%) Bitbucket
7 3 (0.47%) GitLab
7 3 (0.47%) Visual Studio
7 3 (0.47%) Zephyr
8 2 (0.31%) LoadRunner
8 2 (0.31%) SpecFlow
General
1 185 (29.04%) Finance
2 170 (26.69%) Social Skills
3 54 (8.48%) Analytical Skills
4 32 (5.02%) Marketing
5 28 (4.40%) Public Sector
6 27 (4.24%) Banking
7 21 (3.30%) Legal
7 21 (3.30%) Manufacturing
8 19 (2.98%) Retail
9 15 (2.35%) General Ledger
9 15 (2.35%) Presentation Skills
10 13 (2.04%) Organisational Skills
11 9 (1.41%) Documentation Skills
11 9 (1.41%) Law
11 9 (1.41%) Telecoms
12 8 (1.26%) Inclusion and Diversity
12 8 (1.26%) Local Government
13 7 (1.10%) Financial Institution
13 7 (1.10%) Front Office
14 6 (0.94%) Back Office
Job Titles
1 161 (25.27%) Analyst
2 101 (15.86%) Architect
3 69 (10.83%) Data Analyst
4 68 (10.68%) Business Analyst
5 61 (9.58%) Consultant
5 61 (9.58%) Project Manager
6 56 (8.79%) Migration Analyst
7 52 (8.16%) Data Architect
8 48 (7.54%) Data Migration Analyst
9 45 (7.06%) Developer
10 36 (5.65%) Data Engineer
11 30 (4.71%) Data Business Analyst
12 29 (4.55%) Migration Manager
13 28 (4.40%) Data Migration Lead
14 26 (4.08%) Data Migration Manager
15 25 (3.92%) Data Consultant
16 21 (3.30%) Data Migration Business Analyst
17 20 (3.14%) Senior Analyst
17 20 (3.14%) Solutions Architect
18 19 (2.98%) Migration Consultant
Libraries, Frameworks & Software Standards
1 17 (2.67%) Kafka
2 15 (2.35%) .NET
3 13 (2.04%) XML
4 12 (1.88%) PySpark
5 10 (1.57%) JSON
6 9 (1.41%) Oracle Fusion
6 9 (1.41%) Visualforce
6 9 (1.41%) Web Services
7 7 (1.10%) HTML
7 7 (1.10%) Lightning Web Components
7 7 (1.10%) React
8 6 (0.94%) REST
9 5 (0.78%) Node.js
10 4 (0.63%) SOAP
11 3 (0.47%) .NET Framework
11 3 (0.47%) AngularJS
11 3 (0.47%) CSS
11 3 (0.47%) jQuery
11 3 (0.47%) Middleware
11 3 (0.47%) React Native
Miscellaneous
1 61 (9.58%) Legacy Systems
2 15 (2.35%) Data Centre
2 15 (2.35%) Data Structures
2 15 (2.35%) Replication
2 15 (2.35%) User Experience
3 13 (2.04%) Reinsurance
4 12 (1.88%) Analytical Mindset
4 12 (1.88%) Reference Data
5 11 (1.73%) Self-Motivation
6 10 (1.57%) NHS
7 9 (1.41%) e-Health
7 9 (1.41%) LIMS
7 9 (1.41%) PACS
7 9 (1.41%) Public Cloud
8 8 (1.26%) Management Information System
9 7 (1.10%) Enterprise Software
9 7 (1.10%) Virtual Team
10 6 (0.94%) Foreign Exchange (FX)
10 6 (0.94%) Legacy Applications
11 5 (0.78%) Enterprise Storage
Operating Systems
1 29 (4.55%) Windows
2 13 (2.04%) Windows 10
3 11 (1.73%) Windows Server
4 9 (1.41%) Linux
5 8 (1.26%) Unix
6 6 (0.94%) Windows Server 2016
6 6 (0.94%) Windows Server 2019
7 5 (0.78%) Oracle Linux
7 5 (0.78%) Red Hat Enterprise Linux
8 4 (0.63%) Windows Server 2008
9 2 (0.31%) Android
9 2 (0.31%) Apple iOS
9 2 (0.31%) Mac OS
9 2 (0.31%) Windows 7
9 2 (0.31%) Windows Server 2012
10 1 (0.16%) AIX
10 1 (0.16%) Windows 8
10 1 (0.16%) Windows Server 2003
Processes & Methodologies
1 637 (100.00%) Migration
2 132 (20.72%) Agile
3 96 (15.07%) ETL
4 91 (14.29%) Data Modelling
5 83 (13.03%) Business Intelligence
6 78 (12.24%) Analytics
6 78 (12.24%) Stakeholder Management
7 75 (11.77%) Data Analysis
8 71 (11.15%) ERP
9 57 (8.95%) DevOps
10 49 (7.69%) CRM
11 47 (7.38%) Data Cleansing
12 46 (7.22%) Project Delivery
13 43 (6.75%) Data Architecture
13 43 (6.75%) Problem-Solving
13 43 (6.75%) Scrum
14 40 (6.28%) Data Management
15 38 (5.97%) Data Integration
15 38 (5.97%) Project Management
16 36 (5.65%) User Acceptance Testing
Programming Languages
1 177 (27.79%) SQL
2 44 (6.91%) Python
3 24 (3.77%) Java
3 24 (3.77%) T-SQL
4 20 (3.14%) C#
5 19 (2.98%) JavaScript
6 16 (2.51%) PL/SQL
7 14 (2.20%) PowerShell
8 9 (1.41%) Apex Code
9 7 (1.10%) Scala
10 6 (0.94%) C
11 4 (0.63%) VBScript
12 3 (0.47%) SOQL
12 3 (0.47%) TypeScript
13 2 (0.31%) ABAP
13 2 (0.31%) Delphi
13 2 (0.31%) Shell Script
13 2 (0.31%) VB
13 2 (0.31%) VBA
14 1 (0.16%) X++
Qualifications
1 38 (5.97%) Security Cleared
2 31 (4.87%) SC Cleared
3 28 (4.40%) Degree
4 9 (1.41%) AWS Certification
5 7 (1.10%) ACCA
6 6 (0.94%) AAT
6 6 (0.94%) CIMA
6 6 (0.94%) Computer Science Degree
6 6 (0.94%) Microsoft Certification
7 5 (0.78%) ISTQB
7 5 (0.78%) ISTQB Foundation Certification
8 4 (0.63%) Master's Degree
9 3 (0.47%) BPSS Clearance
9 3 (0.47%) DV Cleared
9 3 (0.47%) ITIL Certification
10 2 (0.31%) MCSA
10 2 (0.31%) MCSE
11 1 (0.16%) Cisco Certification
11 1 (0.16%) CISSP
11 1 (0.16%) MCP
Quality Assurance & Compliance
1 35 (5.49%) Data Quality
2 30 (4.71%) QA
3 18 (2.83%) GDPR
4 9 (1.41%) HL7
5 7 (1.10%) PMO
6 5 (0.78%) SLA
7 4 (0.63%) Accessibility
7 4 (0.63%) GxP
8 3 (0.47%) EMIR
9 2 (0.31%) GAAP
9 2 (0.31%) IFRS
9 2 (0.31%) ISO/IEC 27001
10 1 (0.16%) IFRS 17
10 1 (0.16%) MiFID
10 1 (0.16%) NIST
10 1 (0.16%) Solvency II
10 1 (0.16%) WCAG
System Software
1 20 (3.14%) Active Directory
2 10 (1.57%) VMware Infrastructure
3 9 (1.41%) NFS
4 8 (1.26%) Virtual Machines
5 5 (0.78%) Docker
5 5 (0.78%) Hyper-V
5 5 (0.78%) vSphere
6 2 (0.31%) HDFS
6 2 (0.31%) VMware NSX
6 2 (0.31%) VMware Workstation
7 1 (0.16%) Apache ZooKeeper
7 1 (0.16%) Firmware
7 1 (0.16%) Oracle RAC
Systems Management
1 10 (1.57%) Microsoft Intune
2 8 (1.26%) Active Directory Federation Services
3 7 (1.10%) Terraform
4 5 (0.78%) Ansible
4 5 (0.78%) Kubernetes
4 5 (0.78%) SCCM
5 3 (0.47%) Symantec Enterprise Vault
6 2 (0.31%) Data Guard
6 2 (0.31%) Jamf Pro
6 2 (0.31%) vRealize
6 2 (0.31%) vRealize Orchestrator
7 1 (0.16%) Control-M
7 1 (0.16%) HP ALM
7 1 (0.16%) HP Quality Center
7 1 (0.16%) Oracle RMAN
7 1 (0.16%) Oracle Statspack
7 1 (0.16%) Single Sign-On
7 1 (0.16%) Tivoli Storage Manager
7 1 (0.16%) VxRail
Vendors
1 93 (14.60%) Oracle
2 92 (14.44%) Microsoft
3 81 (12.72%) SAP
4 44 (6.91%) Salesforce.com
5 19 (2.98%) Google
6 17 (2.67%) Workday
7 16 (2.51%) Informatica
8 15 (2.35%) Databricks
9 10 (1.57%) VMware
10 9 (1.41%) Talend
11 8 (1.26%) ServiceNow
12 7 (1.10%) Cerner
12 7 (1.10%) Netezza
12 7 (1.10%) Zerto
13 6 (0.94%) Cisco
13 6 (0.94%) IBM
13 6 (0.94%) JD Edwards
14 5 (0.78%) NetApp
14 5 (0.78%) Red Hat
15 4 (0.63%) Adobe