Period
to 19 October 2021

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 19 October 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
England > London
6 months to
19 Oct 2021
Same period 2020 Same period 2019
Rank 142 179 143
Rank change year-on-year +37 -36 +93
Contract jobs citing Data Migration 705 215 697
As % of all contract jobs advertised in London 1.97% 1.55% 1.90%
As % of the Processes & Methodologies category 2.16% 1.73% 2.14%
Number of daily rates quoted 514 156 492
10th Percentile £377 £325 £363
25th Percentile £450 £405 £413
Median daily rate (50th Percentile) £530 £475 £500
Median % change year-on-year +11.58% -5.00% +5.26%
75th Percentile £625 £570 £593
90th Percentile £688 £653 £650
England median daily rate £500 £480 £475
% change year-on-year +4.17% +1.05% +5.56%
Number of hourly rates quoted 7 0 16
10th Percentile £15.30 " £12.04
25th Percentile £16.94 " £13.51
Median hourly rate £47.50 - £22.68
75th Percentile £63.50 " £44.01
90th Percentile £76.80 " £45.90
England median hourly rate £15.25 £15.86 £22.68
% change year-on-year -3.85% -30.06% +29.57%

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 32,632 12,424 32,597
As % of all contract IT jobs advertised in London 91.34% 89.28% 88.99%
Number of daily rates quoted 23,538 8,939 23,826
10th Percentile £365 £323 £325
25th Percentile £460 £413 £413
Median daily rate (50th Percentile) £550 £510 £513
Median % change year-on-year +7.84% -0.49% +2.50%
75th Percentile £650 £615 £600
90th Percentile £738 £713 £688
England median daily rate £520 £475 £475
% change year-on-year +9.47% - +1.60%
Number of hourly rates quoted 282 101 379
10th Percentile £15.00 £15.00 £12.04
25th Percentile £20.12 £20.50 £15.50
Median hourly rate £35.00 £34.53 £22.50
Median % change year-on-year +1.36% +53.47% +12.50%
75th Percentile £53.75 £43.00 £43.75
90th Percentile £65.00 £52.50 £52.50
England median hourly rate £24.36 £25.33 £22.50
% change year-on-year -3.83% +12.58% +12.50%

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 19 October 2021.

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
Hourly Rate Histogram in London

Hourly rate distribution of jobs citing Data Migration in London over the 6 months to 19 October 2021.

Hourly rate histogram 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 19 October 2021. 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
Job
Vacancies
Central London -5 76 £533 +21.71% 23
West London -12 9 £583 +29.44% 6
South London -5 6 £563 +50.00% 2
East London -12 3 £726 +81.50% 7
North London -1 1 £475 +3.26% 1
Data Migration
England

For the 6 months to 19 October 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 London region with a requirement for Data Migration.

1 705 (100.00%) Migration
2 211 (29.93%) SQL
3 190 (26.95%) Social Skills
4 178 (25.25%) Finance
5 163 (23.12%) Agile Software Development
6 141 (20.00%) Data Modelling
7 112 (15.89%) SAP
8 111 (15.74%) ETL
9 106 (15.04%) Azure
10 101 (14.33%) Oracle
11 95 (13.48%) Business Intelligence
12 89 (12.62%) Microsoft
12 89 (12.62%) Data Warehouse
13 87 (12.34%) Stakeholder Management
14 75 (10.64%) Java
15 74 (10.50%) ERP
16 72 (10.21%) Data Cleansing
17 71 (10.07%) Data Quality
18 67 (9.50%) Analytics
19 60 (8.51%) Salesforce.com
20 59 (8.37%) AWS
21 58 (8.23%) Data Mapping
21 58 (8.23%) Data Architecture
21 58 (8.23%) Analytical Skills
21 58 (8.23%) Data Analysis
22 57 (8.09%) DevOps
23 52 (7.38%) CRM
23 52 (7.38%) GCP
24 49 (6.95%) Security Cleared
24 49 (6.95%) Banking

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 25 (3.55%) SharePoint
2 14 (1.99%) Apache Spark
3 13 (1.84%) Confluence
4 11 (1.56%) Apache
4 11 (1.56%) CMS
5 9 (1.28%) BizTalk Server
6 7 (0.99%) Apache Airflow
6 7 (0.99%) ArcGIS
7 2 (0.28%) CICS
7 2 (0.28%) Elasticsearch
7 2 (0.28%) Hyperledger
7 2 (0.28%) MS Exchange
7 2 (0.28%) Oracle Workflow
7 2 (0.28%) SAS
8 1 (0.14%) Documentum
8 1 (0.14%) Drupal
8 1 (0.14%) Moodle
8 1 (0.14%) Mule
8 1 (0.14%) Mule ESB
8 1 (0.14%) Oracle Collaboration Suite
Applications
1 21 (2.98%) Microsoft Office
2 19 (2.70%) Microsoft Excel
3 6 (0.85%) Microsoft PowerPoint
3 6 (0.85%) Photoshop
3 6 (0.85%) PTC Creo
4 5 (0.71%) Microsoft Project
5 4 (0.57%) Oracle Smart View
5 4 (0.57%) Windchill
6 2 (0.28%) MS Visio
6 2 (0.28%) Spreadsheet
Business Applications
1 48 (6.81%) SAP S/4HANA
2 27 (3.83%) Dynamics CRM
3 16 (2.27%) Dynamics AX
4 11 (1.56%) Oracle ERP
5 9 (1.28%) Sparx Enterprise Architect
6 7 (0.99%) Oracle EBS
6 7 (0.99%) Oracle Payables
6 7 (0.99%) SAP MDG
7 6 (0.85%) Salesforce.com CRM
7 6 (0.85%) SAP Hybris
7 6 (0.85%) Teamcenter
8 5 (0.71%) NetSuite
8 5 (0.71%) Oracle Receivables
8 5 (0.71%) SAP HCM
8 5 (0.71%) SAP Oil and Gas
9 4 (0.57%) Hyperion Planning
9 4 (0.57%) iTrent
9 4 (0.57%) Oracle Financials
9 4 (0.57%) Oracle General Ledger
9 4 (0.57%) Unit4 Business World
Cloud Services
1 106 (15.04%) Azure
2 59 (8.37%) AWS
3 52 (7.38%) GCP
4 49 (6.95%) Dynamics 365
5 44 (6.24%) Power Platform
6 40 (5.67%) Azure Data Factory
7 21 (2.98%) SaaS
8 18 (2.55%) Azure Synapse Analytics
8 18 (2.55%) Dialogflow
9 15 (2.13%) SuccessFactors
10 11 (1.56%) Azure Logic Apps
10 11 (1.56%) Cloud Functions
10 11 (1.56%) Google Compute Engine
10 11 (1.56%) Microsoft 365
11 10 (1.42%) Google App Engine
12 9 (1.28%) Snowflake
13 8 (1.13%) Azure Storage
13 8 (1.13%) Force.com
13 8 (1.13%) OpenShift
13 8 (1.13%) PaaS
Communications & Networking
1 10 (1.42%) LAN
2 7 (0.99%) VoIP
2 7 (0.99%) WebEx
3 6 (0.85%) SAN
3 6 (0.85%) TCP/IP
4 5 (0.71%) Firewall
4 5 (0.71%) NAS
5 4 (0.57%) DHCP
5 4 (0.57%) DNS
5 4 (0.57%) Internet
6 3 (0.43%) Ethernet
6 3 (0.43%) SMS
7 2 (0.28%) FTP
7 2 (0.28%) Wireshark
8 1 (0.14%) HTTP
8 1 (0.14%) Network Security
8 1 (0.14%) Wi-Fi
Database & Business Intelligence
1 89 (12.62%) Data Warehouse
2 44 (6.24%) SQL Server
3 42 (5.96%) Big Data
4 41 (5.82%) Data Lake
5 37 (5.25%) Power BI
6 33 (4.68%) SQL Server Integration Services
7 29 (4.11%) Relational Database
8 24 (3.40%) Metadata
9 23 (3.26%) RDBMS
10 21 (2.98%) Hadoop
11 17 (2.41%) BigQuery
12 15 (2.13%) OLAP
13 14 (1.99%) Oracle Reports
14 13 (1.84%) BusinessObjects
15 12 (1.70%) Azure SQL Database
15 12 (1.70%) SAP HANA
16 11 (1.56%) Tableau
17 10 (1.42%) Cloud Spanner
17 10 (1.42%) OLTP
18 9 (1.28%) SQL Server 2019
Development Applications
1 38 (5.39%) JIRA
2 13 (1.84%) Git (software)
3 10 (1.42%) ERwin
4 9 (1.28%) Jenkins
5 7 (0.99%) Visual Studio Team System
6 6 (0.85%) ER Studio
6 6 (0.85%) SQL Server Management Studio (SSMS)
7 5 (0.71%) Eclipse
8 4 (0.57%) JUnit
8 4 (0.57%) LSMW
9 3 (0.43%) Bitbucket
9 3 (0.43%) Gradle
9 3 (0.43%) Sourcetree
9 3 (0.43%) Spock
9 3 (0.43%) Visual Studio
10 2 (0.28%) Mercurial
10 2 (0.28%) Octopus Deploy
10 2 (0.28%) PyUnit
10 2 (0.28%) Subversion
11 1 (0.14%) Team Foundation Server
General
1 190 (26.95%) Social Skills
2 178 (25.25%) Finance
3 58 (8.23%) Analytical Skills
4 49 (6.95%) Banking
5 32 (4.54%) Marketing
6 30 (4.26%) Presentation Skills
7 28 (3.97%) Manufacturing
8 24 (3.40%) Public Sector
9 21 (2.98%) Law
10 19 (2.70%) Telecoms
11 18 (2.55%) Retail
12 11 (1.56%) Legal
13 10 (1.42%) Back Office
13 10 (1.42%) General Ledger
14 8 (1.13%) Influencing Skills
15 6 (0.85%) Investment Banking
16 5 (0.71%) Documentation Skills
16 5 (0.71%) Organisational Skills
17 4 (0.57%) Games
17 4 (0.57%) Inclusion and Diversity
Job Titles
1 134 (19.01%) Analyst
2 103 (14.61%) Architect
3 98 (13.90%) Consultant
4 63 (8.94%) Developer
5 58 (8.23%) Business Analyst
5 58 (8.23%) Data Engineer
6 57 (8.09%) Project Manager
7 54 (7.66%) Data Analyst
8 41 (5.82%) Data Architect
9 40 (5.67%) Data Consultant
10 35 (4.96%) Solutions Architect
11 30 (4.26%) Data Migration Lead
12 29 (4.11%) Migration Analyst
13 27 (3.83%) Data Migration Analyst
13 27 (3.83%) SAP Consultant
14 26 (3.69%) Migration Consultant
15 25 (3.55%) Data Migration Consultant
15 25 (3.55%) Functional Consultant
16 23 (3.26%) Migration Manager
17 22 (3.12%) Migration Engineer
Libraries, Frameworks & Software Standards
1 32 (4.54%) .NET
2 27 (3.83%) JSON
3 24 (3.40%) Web Services
4 22 (3.12%) REST
5 18 (2.55%) SOAP
6 15 (2.13%) XML
7 13 (1.84%) J2EE
8 11 (1.56%) Middleware
8 11 (1.56%) Spring
9 10 (1.42%) Apache Beam
10 9 (1.28%) Oracle Fusion
10 9 (1.28%) React
10 9 (1.28%) Visualforce
11 8 (1.13%) Kafka
11 8 (1.13%) Swagger
12 6 (0.85%) Ajax
12 6 (0.85%) HTML
13 5 (0.71%) Hibernate
13 5 (0.71%) PySpark
14 4 (0.57%) GraphQL
Miscellaneous
1 42 (5.96%) Legacy Systems
2 28 (3.97%) Reference Data
3 22 (3.12%) Data Centre
4 14 (1.99%) Data Structures
4 14 (1.99%) Enterprise Software
5 13 (1.84%) Data Protection Act
5 13 (1.84%) Greenfield Project
5 13 (1.84%) User Experience
6 8 (1.13%) CMDB
6 8 (1.13%) Legacy Applications
7 7 (0.99%) Mainframe
7 7 (0.99%) Management Information System
7 7 (0.99%) Video Conferencing
8 6 (0.85%) Analytical Mindset
8 6 (0.85%) Public Cloud
8 6 (0.85%) Reinsurance
8 6 (0.85%) Replication
9 5 (0.71%) Virtual Team
10 4 (0.57%) Hybrid Cloud
10 4 (0.57%) Self-Motivation
Operating Systems
1 33 (4.68%) Windows
2 25 (3.55%) Windows Server
3 15 (2.13%) Windows 10
4 9 (1.28%) Linux
5 7 (0.99%) Android
5 7 (0.99%) Apple iOS
5 7 (0.99%) Mac OS
5 7 (0.99%) Unix
5 7 (0.99%) Windows 7
6 6 (0.85%) Windows Server 2008
6 6 (0.85%) Windows Server 2012
6 6 (0.85%) Windows Server 2016
6 6 (0.85%) Windows Server 2019
7 4 (0.57%) Red Hat Enterprise Linux
8 2 (0.28%) MVS
9 1 (0.14%) AIX
9 1 (0.14%) HPUX
9 1 (0.14%) OpenVMS
9 1 (0.14%) Solaris
9 1 (0.14%) zOS
Processes & Methodologies
1 705 (100.00%) Migration
2 163 (23.12%) Agile Software Development
3 141 (20.00%) Data Modelling
4 111 (15.74%) ETL
5 95 (13.48%) Business Intelligence
6 87 (12.34%) Stakeholder Management
7 74 (10.50%) ERP
8 72 (10.21%) Data Cleansing
9 67 (9.50%) Analytics
10 58 (8.23%) Data Analysis
10 58 (8.23%) Data Architecture
10 58 (8.23%) Data Mapping
11 57 (8.09%) DevOps
12 52 (7.38%) CRM
13 48 (6.81%) Problem-Solving
14 46 (6.52%) Use Case
15 44 (6.24%) User Acceptance Testing
16 43 (6.10%) Data Integration
17 41 (5.82%) Data Management
18 38 (5.39%) Project Delivery
Programming Languages
1 211 (29.93%) SQL
2 75 (10.64%) Java
3 45 (6.38%) Python
4 32 (4.54%) C#
5 24 (3.40%) PL/SQL
6 19 (2.70%) PowerShell
7 17 (2.41%) T-SQL
8 16 (2.27%) JavaScript
9 11 (1.56%) Apex Code
9 11 (1.56%) C
10 8 (1.13%) Shell Script
10 8 (1.13%) VB
11 5 (0.71%) Scala
12 4 (0.57%) Jython
12 4 (0.57%) Kotlin
13 3 (0.43%) ANSI SQL
13 3 (0.43%) Groovy
14 2 (0.28%) R
14 2 (0.28%) SHACL
14 2 (0.28%) SPARQL
Qualifications
1 49 (6.95%) Security Cleared
2 43 (6.10%) SC Cleared
3 19 (2.70%) Degree
4 12 (1.70%) Microsoft Certification
5 9 (1.28%) DV Cleared
6 6 (0.85%) Cisco Certification
7 3 (0.43%) MCSE
7 3 (0.43%) PRINCE2 Certification
8 2 (0.28%) BPSS Clearance
8 2 (0.28%) CISM
8 2 (0.28%) CISSP
8 2 (0.28%) CSSLP
8 2 (0.28%) IBM Certification
8 2 (0.28%) ISEB
8 2 (0.28%) ISTQB
8 2 (0.28%) PMI Certification
8 2 (0.28%) PMP
9 1 (0.14%) AWS Certification
9 1 (0.14%) Computer Science Degree
9 1 (0.14%) ITIL Foundation Certificate
Quality Assurance & Compliance
1 71 (10.07%) Data Quality
2 17 (2.41%) QA
3 12 (1.70%) GDPR
4 3 (0.43%) COBIT
4 3 (0.43%) MiFID
4 3 (0.43%) PMO
5 2 (0.28%) ISO/IEC 27001
5 2 (0.28%) NIST
5 2 (0.28%) Sarbanes-Oxley
6 1 (0.14%) Accessibility
6 1 (0.14%) Disclosure Scotland
6 1 (0.14%) GMP
6 1 (0.14%) GRC
6 1 (0.14%) HL7
6 1 (0.14%) SLA
System Software
1 20 (2.84%) Active Directory
1 20 (2.84%) Docker
2 12 (1.70%) VMware Infrastructure
3 6 (0.85%) VMware NSX
4 3 (0.43%) Apache ZooKeeper
4 3 (0.43%) VMware ESXi
4 3 (0.43%) vSphere
5 2 (0.28%) HDFS
5 2 (0.28%) Oracle RAC
5 2 (0.28%) Virtual Servers
6 1 (0.14%) DFS Replication
6 1 (0.14%) Firmware
6 1 (0.14%) Microsoft App-V
6 1 (0.14%) NFS
6 1 (0.14%) Virtual Machines
Systems Management
1 31 (4.40%) Kubernetes
2 17 (2.41%) Ansible
3 8 (1.13%) SCCM
4 4 (0.57%) Single Sign-On
5 3 (0.43%) Active Directory Federation Services
5 3 (0.43%) Kibana
6 2 (0.28%) EMC NetWorker
6 2 (0.28%) Opscode Chef
7 1 (0.14%) EnCase
7 1 (0.14%) Enterprise Manager Cloud Control
7 1 (0.14%) Failover Clustering
7 1 (0.14%) Foglight
7 1 (0.14%) FTK
7 1 (0.14%) McAfee ePO
7 1 (0.14%) Oracle Enterprise Manager
7 1 (0.14%) Puppet
7 1 (0.14%) RSA Archer
7 1 (0.14%) SnapMirror
7 1 (0.14%) Terraform
Vendors
1 112 (15.89%) SAP
2 101 (14.33%) Oracle
3 89 (12.62%) Microsoft
4 60 (8.51%) Salesforce.com
5 42 (5.96%) Google
6 26 (3.69%) Databricks
7 25 (3.55%) ServiceNow
8 14 (1.99%) VMware
9 13 (1.84%) Informatica
10 10 (1.42%) Cisco
11 9 (1.28%) Sparx
12 8 (1.13%) hybris
12 8 (1.13%) Salesforce Marketing Cloud
13 7 (0.99%) IBM
13 7 (0.99%) Workday
14 6 (0.85%) ESRI
14 6 (0.85%) Lumension
14 6 (0.85%) Sage
14 6 (0.85%) Siemens
14 6 (0.85%) Sophos