Period
to 3 August 2020

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 3 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.

Migration
England > Yorkshire
6 months to
3 Aug 2020
Same period 2019 Same period 2018
Rank 14 14 33
Rank change year-on-year 0 +19 +3
Contract jobs citing Migration 113 363 272
As % of all contract jobs advertised in Yorkshire 7.49% 8.71% 5.49%
As % of the Processes & Methodologies category 8.90% 10.15% 6.21%
Number of daily rates quoted 72 228 181
Median daily rate £493 £450 £400
Median daily rate % change year-on-year +9.44% +12.50% +6.67%
10th Percentile £313 £208 £278
90th Percentile £600 £550 £538
England median daily rate £475 £475 £450
% change year-on-year - +5.56% +4.29%
Number of hourly rates quoted 4 26 29
Median hourly rate £18.50 £15.35 £13.00
Median hourly rate % change year-on-year +20.52% +18.08% -3.70%
10th Percentile £18.00 £10.16 £10.47
90th Percentile £20.90 £33.13 £23.49
England median hourly rate £22.82 £17.50 £15.71
% change year-on-year +30.40% +11.43% +2.98%

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 1,269 3,577 4,381
As % of all contract IT jobs advertised in Yorkshire 84.10% 85.86% 88.38%
Number of daily rates quoted 799 2,380 2,932
Median daily rate £450 £425 £410
Median daily rate % change year-on-year +5.88% +3.66% +2.50%
10th Percentile £300 £263 £278
90th Percentile £600 £575 £538
England median daily rate £488 £475 £463
% change year-on-year +2.63% +2.70% +2.78%
Number of hourly rates quoted 66 143 129
Median hourly rate £20.11 £16.35 £18.50
Median hourly rate % change year-on-year +23.00% -11.62% +35.23%
10th Percentile £11.25 £11.25 £10.75
90th Percentile £35.00 £35.00 £42.40
Median hourly rate £35.00 £24.50 £21.50
% change year-on-year +42.86% +13.95% -7.98%

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 3 August 2020.

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 3 August 2020. 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 -10 63 £499 +10.83% 11
South Yorkshire 0 30 £500 +21.95% 7
North Yorkshire 0 12 £413 +57.14% 3
East Yorkshire +1 1 £190 +38.18% 1
Migration
England

For the 6 months to 3 August 2020, 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 24 (21.24%) Finance
1 24 (21.24%) AWS
2 21 (18.58%) Agile Software Development
3 19 (16.81%) Microsoft
4 18 (15.93%) Windows
4 18 (15.93%) Linux
5 17 (15.04%) Project Management
6 16 (14.16%) Data Migration
7 15 (13.27%) Azure
7 15 (13.27%) SQL
7 15 (13.27%) DevOps
7 15 (13.27%) Public Sector
8 14 (12.39%) Oracle
8 14 (12.39%) Continuous Integration
9 13 (11.50%) Firewall
9 13 (11.50%) Scrum
9 13 (11.50%) Office 365
10 12 (10.62%) Data Centre
10 12 (10.62%) Project Delivery
10 12 (10.62%) Git (software)
11 11 (9.73%) Change Management
12 10 (8.85%) Risk Management
12 10 (8.85%) VMware
12 10 (8.85%) DNS
12 10 (8.85%) Banking
13 9 (7.96%) PowerShell
13 9 (7.96%) ERP
13 9 (7.96%) Storage Management
13 9 (7.96%) Digital Transformation Programme
13 9 (7.96%) GCP

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 7 (6.19%) Confluence
2 6 (5.31%) SharePoint
3 5 (4.42%) Cloud Foundry
3 5 (4.42%) Mule
4 4 (3.54%) MS Exchange
5 2 (1.77%) Exchange Server 2010
5 2 (1.77%) SAS
6 1 (0.88%) CMS
6 1 (0.88%) Elasticsearch
6 1 (0.88%) SharePoint Server
6 1 (0.88%) Site Server
6 1 (0.88%) Sitecore CMS
6 1 (0.88%) Skype for Business
6 1 (0.88%) WebSphere
Applications
1 4 (3.54%) Microsoft Office
2 3 (2.65%) Microsoft Excel
2 3 (2.65%) Microsoft Project
3 1 (0.88%) Microsoft PowerPoint
3 1 (0.88%) MS Visio
3 1 (0.88%) Spreadsheet
Business Applications
1 2 (1.77%) Dynamics CRM
1 2 (1.77%) Dynamics NAV
1 2 (1.77%) Oracle EBS
1 2 (1.77%) Oracle ERP
1 2 (1.77%) Oracle Payables
1 2 (1.77%) Oracle Procure-to-Pay
2 1 (0.88%) Oracle iProcurement
2 1 (0.88%) Remedy ITSM
2 1 (0.88%) Workday HCM
Cloud Services
1 24 (21.24%) AWS
2 15 (13.27%) Azure
3 13 (11.50%) Office 365
4 9 (7.96%) GCP
4 9 (7.96%) GitHub
5 7 (6.19%) PaaS
6 5 (4.42%) Amazon EC2
6 5 (4.42%) AWS CloudFormation
6 5 (4.42%) Azure Active Directory
6 5 (4.42%) npm
6 5 (4.42%) Slack
7 4 (3.54%) Amazon CloudWatch
7 4 (3.54%) Amazon S3
7 4 (3.54%) IaaS
8 1 (0.88%) Amazon Kinesis
8 1 (0.88%) Apigee
8 1 (0.88%) Basecamp
8 1 (0.88%) Lucidchart
8 1 (0.88%) Route 53
8 1 (0.88%) Virtual Private Cloud
Communications & Networking
1 13 (11.50%) Firewall
2 10 (8.85%) DNS
3 5 (4.42%) Reverse Proxy
3 5 (4.42%) SAN
3 5 (4.42%) SMTP
3 5 (4.42%) SSL
3 5 (4.42%) TCP/IP
4 3 (2.65%) Internet
5 2 (1.77%) DHCP
6 1 (0.88%) F5 BIG-IP GTM
6 1 (0.88%) F5 BIG-IP LTM
6 1 (0.88%) Fibre Channel
6 1 (0.88%) IPv6
6 1 (0.88%) MD110
6 1 (0.88%) Network Security
6 1 (0.88%) PBX
6 1 (0.88%) Skype
6 1 (0.88%) Unified Communications
6 1 (0.88%) VoIP
6 1 (0.88%) WAN
Database & Business Intelligence
1 9 (7.96%) Oracle Database
2 7 (6.19%) Oracle Reports
2 7 (6.19%) SQL Server
3 6 (5.31%) Oracle Database 12c
4 5 (4.42%) SQL Server Integration Services
5 4 (3.54%) MongoDB
6 3 (2.65%) Big Data
6 3 (2.65%) Data Warehouse
7 2 (1.77%) SAS Data Integration Studio
7 2 (1.77%) SQL Server Reporting Services
8 1 (0.88%) Amazon DynamoDB
8 1 (0.88%) Amazon RDS
8 1 (0.88%) Apache Cassandra
8 1 (0.88%) Azure SQL Database
8 1 (0.88%) Electronic Patient Records
8 1 (0.88%) Oracle Database 11g
8 1 (0.88%) PostgreSQL
8 1 (0.88%) SQL Server Analysis Services
Development Applications
1 12 (10.62%) Git (software)
2 7 (6.19%) JIRA
3 6 (5.31%) Oracle Forms
4 5 (4.42%) GitLab
4 5 (4.42%) Jenkins
4 5 (4.42%) JUnit
4 5 (4.42%) Maven
4 5 (4.42%) Mockito
4 5 (4.42%) Selenium
4 5 (4.42%) Sonatype Nexus
5 4 (3.54%) Bitbucket
5 4 (3.54%) Snyk
6 3 (2.65%) SoapUI
7 2 (1.77%) Bitbucket Server
7 2 (1.77%) Hudson
8 1 (0.88%) GoCD
General
1 24 (21.24%) Finance
2 15 (13.27%) Public Sector
3 10 (8.85%) Banking
4 8 (7.08%) Legal
5 4 (3.54%) Telecoms
6 3 (2.65%) Law
7 2 (1.77%) French Language
7 2 (1.77%) German Language
7 2 (1.77%) Marketing
7 2 (1.77%) Publishing
7 2 (1.77%) Retail
8 1 (0.88%) Games
8 1 (0.88%) Retail Banking
Job Titles
1 20 (17.70%) Project Manager
2 12 (10.62%) Analyst
3 11 (9.73%) Architect
3 11 (9.73%) Developer
4 9 (7.96%) AWS Engineer
5 8 (7.08%) Cloud Engineer
5 8 (7.08%) Solutions Architect
6 6 (5.31%) Business Analyst
6 6 (5.31%) DBA
6 6 (5.31%) Migration Manager
6 6 (5.31%) Oracle DBA
7 5 (4.42%) Data Analyst
7 5 (4.42%) Infrastructure Engineer
7 5 (4.42%) Migration Engineer
7 5 (4.42%) Migration Project Manager
8 4 (3.54%) Consultant
8 4 (3.54%) DevOps Engineer
8 4 (3.54%) Systems Engineer
9 3 (2.65%) Cloud Architect
9 3 (2.65%) Cloud Solutions Architect
Libraries, Frameworks & Software Standards
1 5 (4.42%) Enzyme
1 5 (4.42%) Express
1 5 (4.42%) Jest
1 5 (4.42%) JSON
1 5 (4.42%) Node.js
1 5 (4.42%) Redux
1 5 (4.42%) REST
1 5 (4.42%) Spring
1 5 (4.42%) Spring Boot
1 5 (4.42%) WireMock
2 4 (3.54%) RESTful
3 3 (2.65%) .NET
3 3 (2.65%) .NET Core
3 3 (2.65%) ASP.NET Web API
3 3 (2.65%) Kafka
3 3 (2.65%) WCF
4 2 (1.77%) ActiveMQ
5 1 (0.88%) OAuth
5 1 (0.88%) OAuth2
5 1 (0.88%) SAML
Miscellaneous
1 12 (10.62%) Data Centre
2 5 (4.42%) Analytical Skills
2 5 (4.42%) Management Information System
2 5 (4.42%) NHS
3 4 (3.54%) Mobile App
3 4 (3.54%) Public Cloud
4 3 (2.65%) Private Cloud
5 2 (1.77%) Clustering
6 1 (0.88%) e-Health
6 1 (0.88%) LIMS
6 1 (0.88%) Online Games
6 1 (0.88%) PACS
6 1 (0.88%) Replication
Operating Systems
1 18 (15.93%) Linux
1 18 (15.93%) Windows
2 8 (7.08%) Windows Server
3 7 (6.19%) Solaris
4 6 (5.31%) Red Hat Enterprise Linux
5 5 (4.42%) Windows Server 2016
6 4 (3.54%) Windows 10
7 3 (2.65%) Unix
7 3 (2.65%) Windows Server 2008
7 3 (2.65%) Windows Server 2019
8 2 (1.77%) Windows Server 2003
9 1 (0.88%) AIX
Processes & Methodologies
1 21 (18.58%) Agile Software Development
2 17 (15.04%) Project Management
3 16 (14.16%) Data Migration
4 15 (13.27%) DevOps
5 14 (12.39%) Continuous Integration
6 13 (11.50%) Scrum
7 12 (10.62%) Project Delivery
8 11 (9.73%) Change Management
9 10 (8.85%) Risk Management
10 9 (7.96%) Digital Transformation Programme
10 9 (7.96%) ERP
10 9 (7.96%) Storage Management
11 8 (7.08%) Stakeholder Management
12 7 (6.19%) Infrastructure Engineering
12 7 (6.19%) Non-Functional Testing
12 7 (6.19%) Test Automation
13 6 (5.31%) Continuous Improvement
13 6 (5.31%) Continuous Improvement Process
13 6 (5.31%) Microservices
13 6 (5.31%) Server Building
Programming Languages
1 15 (13.27%) SQL
2 9 (7.96%) PowerShell
3 7 (6.19%) Java
4 5 (4.42%) ES6
5 3 (2.65%) JavaScript
5 3 (2.65%) Python
6 2 (1.77%) ANSI SQL
6 2 (1.77%) Java 8
7 1 (0.88%) T-SQL
Qualifications
1 7 (6.19%) Security Cleared
2 4 (3.54%) AWS Certification
2 4 (3.54%) CESG Certified Professional
2 4 (3.54%) CISM
2 4 (3.54%) CISSP
2 4 (3.54%) CRISC
2 4 (3.54%) DV Cleared
3 3 (2.65%) Degree
4 2 (1.77%) MCP
4 2 (1.77%) MCSA
4 2 (1.77%) MCSE
4 2 (1.77%) Microsoft Certification
4 2 (1.77%) SC Cleared
5 1 (0.88%) CTC Cleared
5 1 (0.88%) PMI Certification
5 1 (0.88%) PMP
Quality Assurance & Compliance
1 6 (5.31%) QA
2 5 (4.42%) GDPR
3 3 (2.65%) Data Quality
4 1 (0.88%) HAZOP
4 1 (0.88%) HL7
4 1 (0.88%) Sarbanes-Oxley
4 1 (0.88%) SLA
System Software
1 8 (7.08%) VMware Infrastructure
2 7 (6.19%) Active Directory
3 6 (5.31%) Docker
4 5 (4.42%) VMware ESXi
5 2 (1.77%) Virtual Machines
5 2 (1.77%) Virtual Servers
6 1 (0.88%) Apache ZooKeeper
Systems Management
1 9 (7.96%) Puppet
2 8 (7.08%) Ansible
2 8 (7.08%) Terraform
3 6 (5.31%) Data Guard
4 5 (4.42%) Kubernetes
4 5 (4.42%) Red Hat Satellite
5 3 (2.65%) NetBackup
5 3 (2.65%) Opscode Chef
5 3 (2.65%) vCenter Server
6 2 (1.77%) Microsoft Clustering
7 1 (0.88%) Grafana
7 1 (0.88%) Graphite
7 1 (0.88%) Mesos
7 1 (0.88%) Oracle RMAN
7 1 (0.88%) Prometheus
7 1 (0.88%) QRadar
7 1 (0.88%) SCCM
7 1 (0.88%) Single Sign-On
7 1 (0.88%) ZENworks
Vendors
1 19 (16.81%) Microsoft
2 14 (12.39%) Oracle
3 10 (8.85%) VMware
4 7 (6.19%) Red Hat
5 6 (5.31%) F5
6 5 (4.42%) AppDynamics
6 5 (4.42%) Blue Coat
6 5 (4.42%) Splunk
7 4 (3.54%) Avaya
8 3 (2.65%) Forcepoint
8 3 (2.65%) Hitachi
8 3 (2.65%) HP
8 3 (2.65%) Huawei
8 3 (2.65%) MuleSoft
8 3 (2.65%) SAP
8 3 (2.65%) ServiceNow
8 3 (2.65%) Tableau
8 3 (2.65%) Veeam
9 2 (1.77%) EqualLogic
9 2 (1.77%) Google