Period
to 22 October 2021

The following table provides summary statistics for contract job vacancies advertised in Yorkshire with a requirement for Migration skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Migration over the 6 months to 22 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.

Migration
England > Yorkshire
6 months to
22 Oct 2021
Same period 2020 Same period 2019
Rank 19 21 14
Rank change year-on-year +2 -7 +12
Contract jobs citing Migration 207 88 323
As % of all contract jobs advertised in Yorkshire 7.40% 7.93% 8.65%
As % of the Processes & Methodologies category 8.26% 9.13% 9.98%
Number of daily rates quoted 165 59 214
10th Percentile £355 £313 £257
25th Percentile £413 £403 £363
Median daily rate (50th Percentile) £500 £500 £450
Median % change year-on-year - +11.11% +12.50%
75th Percentile £575 £544 £525
90th Percentile £600 £605 £575
England median daily rate £520 £480 £475
% change year-on-year +8.33% +1.05% +5.56%
Number of hourly rates quoted 2 2 27
10th Percentile £15.29 £11.56 "
25th Percentile £15.66 £12.14 £10.16
Median hourly rate £16.68 £13.82 £11.78
Median % change year-on-year +20.69% +17.32% -0.04%
75th Percentile £17.30 £15.61 £13.87
90th Percentile £17.42 £16.25 £16.68
England median hourly rate £17.75 £17.00 £16.25
% change year-on-year +4.41% +4.62% +2.46%

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 Yorkshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Yorkshire
Contract vacancies with a requirement for process or methodology skills 2,507 964 3,235
As % of all contract IT jobs advertised in Yorkshire 89.63% 86.85% 86.61%
Number of daily rates quoted 1,865 665 2,209
10th Percentile £258 £281 £263
25th Percentile £400 £340 £350
Median daily rate (50th Percentile) £475 £448 £425
Median % change year-on-year +6.15% +5.29% +3.03%
75th Percentile £550 £525 £500
90th Percentile £625 £575 £575
England median daily rate £525 £475 £475
% change year-on-year +10.53% - +1.60%
Number of hourly rates quoted 63 49 129
10th Percentile £11.20 £11.09 £10.49
25th Percentile £14.69 £16.00 £13.00
Median hourly rate £18.52 £21.29 £16.00
Median % change year-on-year -12.99% +33.03% -5.88%
75th Percentile £26.25 £25.20 £21.75
90th Percentile £30.66 £29.23 £30.03
England median hourly rate £24.36 £25.00 £22.50
% change year-on-year -2.56% +11.11% +12.50%

Migration
Job Vacancy Trend in Yorkshire

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

Job vacancy trend for Migration in Yorkshire

Migration
Contractor Daily Rate Trend in Yorkshire

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

Daily rate trend for Migration in Yorkshire

Migration
Daily Rate Histogram in Yorkshire

Daily rate distribution for jobs citing Migration in Yorkshire over the 6 months to 22 October 2021.

Daily rate histogram for Migration in Yorkshire

Migration
Contractor Hourly Rate Trend in Yorkshire

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

Hourly rate trend for Migration in Yorkshire

Migration
Contract Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Migration within the Yorkshire region over the 6 months to 22 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
West Yorkshire +6 153 £525 +5.00% 32
South Yorkshire -15 21 £500 - 14
North Yorkshire -5 10 £425 +3.03% 10
East Yorkshire +1 7 £500 -
Migration
England

For the 6 months to 22 October 2021, IT contractor jobs citing 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 Yorkshire region with a requirement for Migration.

1 64 (30.92%) Azure
2 57 (27.54%) Agile Software Development
3 43 (20.77%) Data Migration
4 42 (20.29%) Social Skills
5 37 (17.87%) Finance
6 36 (17.39%) SQL
7 33 (15.94%) AWS
7 33 (15.94%) DevOps
8 28 (13.53%) Windows
8 28 (13.53%) Python
9 27 (13.04%) Microsoft
9 27 (13.04%) Stakeholder Management
10 23 (11.11%) SAP
10 23 (11.11%) Public Sector
11 20 (9.66%) Project Management
12 19 (9.18%) NHS
12 19 (9.18%) Data Centre
13 18 (8.70%) Oracle
14 17 (8.21%) ERP
14 17 (8.21%) Microsoft 365
15 16 (7.73%) .NET
15 16 (7.73%) Problem-Solving
16 14 (6.76%) Project Delivery
16 14 (6.76%) Linux
16 14 (6.76%) Data Protection
17 13 (6.28%) SaaS
17 13 (6.28%) Kubernetes
18 12 (5.80%) Analytical Skills
18 12 (5.80%) Coaching
18 12 (5.80%) PaaS

Migration
Co-occurring IT Skills in Yorkshire 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 11 (5.31%) SharePoint
2 9 (4.35%) SAS
3 4 (1.93%) BizTalk Server
3 4 (1.93%) CMS
3 4 (1.93%) Confluence
4 3 (1.45%) Headless CMS
5 2 (0.97%) CICS
5 2 (0.97%) Documentum
5 2 (0.97%) NetWeaver
6 1 (0.48%) Jupyter
6 1 (0.48%) MS Exchange
6 1 (0.48%) SharePoint 2013
Applications
1 3 (1.45%) Microsoft Excel
2 2 (0.97%) Microsoft PowerPoint
2 2 (0.97%) Microsoft Project
2 2 (0.97%) MS Visio
2 2 (0.97%) SPSS
3 1 (0.48%) Adobe XD
3 1 (0.48%) Microsoft Office
3 1 (0.48%) Photoshop
3 1 (0.48%) Sketch
Business Applications
1 9 (4.35%) SAP ERP
2 5 (2.42%) SAP PP
2 5 (2.42%) SAP S/4HANA
3 3 (1.45%) Oracle General Ledger
3 3 (1.45%) Oracle Payables
4 2 (0.97%) Oracle Assets
4 2 (0.97%) Oracle Financials
4 2 (0.97%) Oracle Procure-to-Pay
4 2 (0.97%) Oracle Receivables
4 2 (0.97%) SAP MDM
4 2 (0.97%) SAP SD
4 2 (0.97%) SAP WM
4 2 (0.97%) VisionPLUS
5 1 (0.48%) Dynamics CRM
5 1 (0.48%) Oracle EBS
5 1 (0.48%) Oracle E-Business Tax
5 1 (0.48%) Oracle ERP
5 1 (0.48%) Oracle Internet Expenses
5 1 (0.48%) PeopleSoft Financials
5 1 (0.48%) SAP FI
Cloud Services
1 64 (30.92%) Azure
2 33 (15.94%) AWS
3 17 (8.21%) Microsoft 365
4 13 (6.28%) SaaS
5 12 (5.80%) PaaS
6 11 (5.31%) IaaS
7 10 (4.83%) GCP
8 6 (2.90%) Azure Service Bus
8 6 (2.90%) Power Platform
9 5 (2.42%) Azure Logic Apps
9 5 (2.42%) Twilio
10 4 (1.93%) Azure App Service
10 4 (1.93%) Azure Data Factory
11 3 (1.45%) Azure Active Directory
11 3 (1.45%) Azure Event Grid
11 3 (1.45%) Azure Service Fabric
11 3 (1.45%) GitHub
11 3 (1.45%) npm
11 3 (1.45%) OneDrive
12 2 (0.97%) Azure Storage
Communications & Networking
1 5 (2.42%) Firewall
1 5 (2.42%) SMS
2 4 (1.93%) Wireless
3 3 (1.45%) VPN
4 2 (0.97%) CTI
4 2 (0.97%) DHCP
4 2 (0.97%) DNS
4 2 (0.97%) ISDN
4 2 (0.97%) Remote Desktop
5 1 (0.48%) Broadband
5 1 (0.48%) Cisco ASA
5 1 (0.48%) Internet
5 1 (0.48%) LAN
5 1 (0.48%) NAS
5 1 (0.48%) Network Security
5 1 (0.48%) SSL
5 1 (0.48%) TCP/IP
5 1 (0.48%) VLAN
5 1 (0.48%) WAN
5 1 (0.48%) Wireshark
Database & Business Intelligence
1 11 (5.31%) SQL Server
2 6 (2.90%) Big Data
3 5 (2.42%) Data Lake
3 5 (2.42%) Data Warehouse
4 4 (1.93%) Oracle Database
5 3 (1.45%) Metadata
5 3 (1.45%) Power BI
5 3 (1.45%) SAP HANA
6 2 (0.97%) Base SAS
6 2 (0.97%) DB2
6 2 (0.97%) Electronic Patient Records
6 2 (0.97%) MySQL
6 2 (0.97%) Oracle BI EE
6 2 (0.97%) Oracle BI Publisher
6 2 (0.97%) Riak
7 1 (0.48%) PostgreSQL
7 1 (0.48%) Relational Database
7 1 (0.48%) SQL Server 2008
7 1 (0.48%) SQL Server Integration Services
7 1 (0.48%) SQL Server Reporting Services
Development Applications
1 9 (4.35%) JIRA
2 5 (2.42%) Jenkins
3 4 (1.93%) GitLab
3 4 (1.93%) Postman
4 3 (1.45%) CircleCI
4 3 (1.45%) Gradle
4 3 (1.45%) gulp
4 3 (1.45%) Maven
4 3 (1.45%) Octopus Deploy
4 3 (1.45%) Travis CI
4 3 (1.45%) Visual Studio
5 2 (0.97%) Cucumber
5 2 (0.97%) Git (software)
5 2 (0.97%) JMeter
5 2 (0.97%) Selenium
5 2 (0.97%) SonarQube
5 2 (0.97%) SpecFlow
5 2 (0.97%) XPEDITER
6 1 (0.48%) Cypress.io
6 1 (0.48%) RStudio
General
1 42 (20.29%) Social Skills
2 37 (17.87%) Finance
3 23 (11.11%) Public Sector
4 12 (5.80%) Analytical Skills
5 7 (3.38%) Presentation Skills
6 6 (2.90%) Manufacturing
6 6 (2.90%) Retail
7 4 (1.93%) Influencing Skills
7 4 (1.93%) Law
8 3 (1.45%) Legal
8 3 (1.45%) Marketing
8 3 (1.45%) Organisational Skills
9 2 (0.97%) Banking
9 2 (0.97%) Financial Institution
9 2 (0.97%) Telecoms
10 1 (0.48%) Billing
10 1 (0.48%) Dutch Language
10 1 (0.48%) Environmental Health
10 1 (0.48%) Games
10 1 (0.48%) General Ledger
Job Titles
1 40 (19.32%) Architect
2 29 (14.01%) Analyst
3 26 (12.56%) Project Manager
4 24 (11.59%) Developer
5 20 (9.66%) Business Analyst
6 18 (8.70%) Consultant
7 11 (5.31%) Azure Engineer
7 11 (5.31%) Solutions Architect
8 9 (4.35%) DevOps Engineer
9 8 (3.86%) .NET Developer
9 8 (3.86%) Platform Engineer
10 7 (3.38%) Cloud Architect
10 7 (3.38%) Data Architect
11 6 (2.90%) DBA
12 5 (2.42%) Applications Manager
12 5 (2.42%) Data Analyst
12 5 (2.42%) Infrastructure Architect
12 5 (2.42%) Python Developer
12 5 (2.42%) SAP Consultant
12 5 (2.42%) Technical Architect
Libraries, Frameworks & Software Standards
1 16 (7.73%) .NET
2 6 (2.90%) .NET Core
2 6 (2.90%) React
3 5 (2.42%) CSS
3 5 (2.42%) HTML
3 5 (2.42%) Node.js
3 5 (2.42%) Web Services
4 4 (1.93%) JSON
4 4 (1.93%) Next.js
4 4 (1.93%) Redux
5 3 (1.45%) AppFabric
5 3 (1.45%) React Native
5 3 (1.45%) RESTful
6 2 (0.97%) Gherkin
6 2 (0.97%) HTML5
6 2 (0.97%) Kafka
6 2 (0.97%) OAuth
6 2 (0.97%) OAuth2
6 2 (0.97%) OpenID
6 2 (0.97%) SAP Basis
Miscellaneous
1 19 (9.18%) Data Centre
1 19 (9.18%) NHS
2 10 (4.83%) Data Protection Act
3 7 (3.38%) Hybrid Cloud
3 7 (3.38%) Legacy Systems
4 5 (2.42%) Greenfield Project
4 5 (2.42%) Management Information System
4 5 (2.42%) Public Cloud
5 4 (1.93%) Self-Motivation
6 3 (1.45%) iPad
7 2 (0.97%) Cloud Native
7 2 (0.97%) Credit Risk
7 2 (0.97%) e-Health
7 2 (0.97%) Hedge funds
7 2 (0.97%) LIMS
7 2 (0.97%) Mainframe
7 2 (0.97%) PACS
7 2 (0.97%) Private Cloud
7 2 (0.97%) Replication
8 1 (0.48%) BYOD
Operating Systems
1 28 (13.53%) Windows
2 14 (6.76%) Linux
3 11 (5.31%) Windows Server
4 7 (3.38%) Windows 10
5 3 (1.45%) Windows Server 2008
5 3 (1.45%) Windows Server 2012
5 3 (1.45%) Windows Server 2016
6 2 (0.97%) Red Hat Enterprise Linux
6 2 (0.97%) Windows Server 2019
6 2 (0.97%) Windows XP
7 1 (0.48%) CentOS
7 1 (0.48%) Data ONTAP
7 1 (0.48%) Solaris
7 1 (0.48%) Unix
7 1 (0.48%) Windows 7
Processes & Methodologies
1 57 (27.54%) Agile Software Development
2 43 (20.77%) Data Migration
3 33 (15.94%) DevOps
4 27 (13.04%) Stakeholder Management
5 20 (9.66%) Project Management
6 17 (8.21%) ERP
7 16 (7.73%) Problem-Solving
8 14 (6.76%) Data Protection
8 14 (6.76%) Project Delivery
9 12 (5.80%) Coaching
10 11 (5.31%) Mentoring
10 11 (5.31%) User Acceptance Testing
11 10 (4.83%) Analytics
11 10 (4.83%) Business Intelligence
12 9 (4.35%) Service Delivery
13 8 (3.86%) Integration Testing
13 8 (3.86%) Requirements Gathering
13 8 (3.86%) Technical Architecture
14 7 (3.38%) Continuous Improvement
14 7 (3.38%) SAP Implementation
Programming Languages
1 36 (17.39%) SQL
2 28 (13.53%) Python
3 11 (5.31%) Java
4 7 (3.38%) JavaScript
5 5 (2.42%) C#
5 5 (2.42%) Groovy
5 5 (2.42%) PL/SQL
5 5 (2.42%) PowerShell
6 3 (1.45%) R
6 3 (1.45%) Shell Script
7 2 (0.97%) ABAP
7 2 (0.97%) Bash Shell
7 2 (0.97%) COBOL
7 2 (0.97%) Go
7 2 (0.97%) PHP
7 2 (0.97%) SAS Macro
7 2 (0.97%) TypeScript
8 1 (0.48%) Ruby
8 1 (0.48%) Scala
8 1 (0.48%) T-SQL
Qualifications
1 9 (4.35%) Security Cleared
2 5 (2.42%) BPSS Clearance
3 4 (1.93%) Degree
3 4 (1.93%) SC Cleared
4 3 (1.45%) DBS Check
4 3 (1.45%) PMI Certification
4 3 (1.45%) PMP
5 2 (0.97%) PRINCE2 Practitioner
5 2 (0.97%) SAS Certification
6 1 (0.48%) TOGAF Certification
Quality Assurance & Compliance
1 10 (4.83%) GDPR
2 3 (1.45%) Accessibility
2 3 (1.45%) Data Quality
3 2 (0.97%) Disclosure Scotland
3 2 (0.97%) HL7
3 2 (0.97%) PCI DSS
3 2 (0.97%) PMO
3 2 (0.97%) SLA
4 1 (0.48%) NCSC
4 1 (0.48%) NIST
4 1 (0.48%) QA
System Software
1 11 (5.31%) Active Directory
2 8 (3.86%) Hyper-V
3 7 (3.38%) VMware Infrastructure
4 4 (1.93%) Docker
5 2 (0.97%) Virtual Machines
5 2 (0.97%) Virtual Servers
5 2 (0.97%) VMware ESXi
6 1 (0.48%) Microsoft Virtual Server
6 1 (0.48%) VMware Server
Systems Management
1 13 (6.28%) Kubernetes
2 10 (4.83%) Terraform
3 7 (3.38%) Ansible
4 4 (1.93%) Microsoft Intune
4 4 (1.93%) Puppet
5 3 (1.45%) Opscode Chef
6 2 (0.97%) Oracle Enterprise Manager
6 2 (0.97%) vCenter Server
7 1 (0.48%) AirWatch
7 1 (0.48%) Failover Clustering
7 1 (0.48%) Grafana
7 1 (0.48%) Norton AntiVirus
7 1 (0.48%) Opsgenie
7 1 (0.48%) Red Hat Satellite
7 1 (0.48%) SCCM
7 1 (0.48%) Single Sign-On
7 1 (0.48%) Symantec Endpoint Protection
7 1 (0.48%) vRealize
Vendors
1 27 (13.04%) Microsoft
2 23 (11.11%) SAP
3 18 (8.70%) Oracle
4 12 (5.80%) VMware
5 8 (3.86%) Brio
5 8 (3.86%) Google
6 6 (2.90%) Splunk
7 5 (2.42%) Cisco
7 5 (2.42%) TSYS
8 4 (1.93%) IBM
8 4 (1.93%) Salesforce.com
9 3 (1.45%) Red Hat
9 3 (1.45%) ServiceNow
10 2 (0.97%) Avaya
10 2 (0.97%) Cadence
10 2 (0.97%) Citrix
10 2 (0.97%) Meraki
10 2 (0.97%) Mitel
10 2 (0.97%) NetApp
10 2 (0.97%) Verint