Period
to 27 May 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 27 May 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
27 May 2020
Same period 2019 Same period 2018
Rank 17 21 36
Rank change year-on-year +4 +15 -2
Contract jobs citing Migration 166 362 264
As % of all contract jobs advertised in Yorkshire 7.79% 8.10% 5.43%
As % of the Processes & Methodologies category 9.25% 9.41% 6.21%
Number of daily rates quoted 108 236 182
Median daily rate £450 £425 £400
Median daily rate % change year-on-year +5.88% +6.25% +0.63%
10th Percentile £313 £237 £263
90th Percentile £639 £547 £550
England median daily rate £475 £475 £450
% change year-on-year - +5.56% +5.88%
Number of hourly rates quoted 11 22 28
Median hourly rate £19.00 £13.25 £14.75
Median hourly rate % change year-on-year +43.40% -10.17% +7.82%
10th Percentile £15.39 £11.17 £9.21
90th Percentile £58.75 £31.25 £23.49
England median hourly rate £19.00 £15.86 £15.86
% change year-on-year +19.80% - -9.37%

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 1,795 3,846 4,254
As % of all contract IT jobs advertised in Yorkshire 84.19% 86.04% 87.44%
Number of daily rates quoted 1,136 2,553 2,818
Median daily rate £450 £425 £400
Median daily rate % change year-on-year +5.88% +6.25% -
10th Percentile £300 £263 £268
90th Percentile £613 £575 £538
England median daily rate £475 £475 £463
% change year-on-year - +2.70% +2.78%
Number of hourly rates quoted 100 127 123
Median hourly rate £18.45 £17.25 £20.61
Median hourly rate % change year-on-year +6.97% -16.30% +52.67%
10th Percentile £11.25 £11.22 £10.75
90th Percentile £35.00 £38.98 £44.20
Median hourly rate £28.00 £25.00 £22.00
% change year-on-year +11.98% +13.64% -13.73%

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 27 May 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
Hourly Rate Histogram in Yorkshire

Hourly rate distribution of jobs citing Migration in Yorkshire over the 6 months to 27 May 2020.

Hourly rate histogram 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 27 May 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 -2 107 £450 - 6
South Yorkshire +9 36 £475 +19.12%
North Yorkshire -2 15 £413 +40.43% 1
East Yorkshire 0 1 £190 +31.03%
Migration
England

For the 6 months to 27 May 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 41 (24.70%) Azure
2 40 (24.10%) Microsoft
3 32 (19.28%) Data Migration
3 32 (19.28%) Public Sector
4 30 (18.07%) Finance
5 28 (16.87%) Windows
6 23 (13.86%) SQL
7 22 (13.25%) Agile Software Development
8 21 (12.65%) AWS
9 19 (11.45%) Project Management
9 19 (11.45%) SQL Server
10 18 (10.84%) Project Delivery
11 16 (9.64%) Data Centre
12 15 (9.04%) Windows 10
12 15 (9.04%) .NET
12 15 (9.04%) Active Directory
13 14 (8.43%) C#
13 14 (8.43%) Linux
13 14 (8.43%) Stakeholder Management
13 14 (8.43%) Office 365
14 13 (7.83%) Oracle
14 13 (7.83%) SQL Server Integration Services
15 12 (7.23%) PowerShell
15 12 (7.23%) SharePoint
15 12 (7.23%) ERP
15 12 (7.23%) Legal
15 12 (7.23%) Infrastructure Engineering
16 11 (6.63%) DevOps
16 11 (6.63%) Continuous Integration
17 10 (6.02%) Windows Server

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 12 (7.23%) SharePoint
2 7 (4.22%) BizTalk Server
2 7 (4.22%) MS Exchange
3 5 (3.01%) Confluence
4 2 (1.20%) Exchange Server 2010
4 2 (1.20%) SAS
4 2 (1.20%) SharePoint 2013
5 1 (0.60%) CMS
5 1 (0.60%) Exchange Server 2013
5 1 (0.60%) SharePoint Server
5 1 (0.60%) Sitecore CMS
5 1 (0.60%) Skype for Business
5 1 (0.60%) Tuxedo
Applications
1 7 (4.22%) Microsoft Office
2 5 (3.01%) Microsoft Excel
3 4 (2.41%) Microsoft PowerPoint
4 3 (1.81%) Microsoft Project
5 2 (1.20%) MS Visio
6 1 (0.60%) Spreadsheet
Business Applications
1 4 (2.41%) Oracle EBS
2 2 (1.20%) Dynamics CRM
2 2 (1.20%) Dynamics NAV
3 1 (0.60%) Magento
3 1 (0.60%) Remedy ITSM
3 1 (0.60%) Workday HCM
Cloud Services
1 41 (24.70%) Azure
2 21 (12.65%) AWS
3 14 (8.43%) Office 365
4 7 (4.22%) PaaS
5 6 (3.61%) Azure Active Directory
5 6 (3.61%) Azure Data Factory
6 5 (3.01%) IaaS
6 5 (3.01%) SuccessFactors
7 4 (2.41%) Amazon CloudWatch
7 4 (2.41%) Amazon EC2
7 4 (2.41%) Amazon S3
7 4 (2.41%) AWS CloudFormation
7 4 (2.41%) GCP
7 4 (2.41%) GitHub
8 2 (1.20%) SaaS
9 1 (0.60%) Apigee
9 1 (0.60%) Basecamp
9 1 (0.60%) Dynamics 365
9 1 (0.60%) Force.com
9 1 (0.60%) Serverless
Communications & Networking
1 7 (4.22%) Firewall
1 7 (4.22%) SMTP
2 5 (3.01%) SAN
3 4 (2.41%) Fibre Channel
4 3 (1.81%) DNS
4 3 (1.81%) Internet
4 3 (1.81%) Skype
4 3 (1.81%) WAN
5 2 (1.20%) Cisco Nexus
5 2 (1.20%) DHCP
5 2 (1.20%) HTTP
5 2 (1.20%) LAN
5 2 (1.20%) Wi-Fi
6 1 (0.60%) F5 BIG-IP GTM
6 1 (0.60%) F5 BIG-IP LTM
6 1 (0.60%) IPv6
6 1 (0.60%) MD110
6 1 (0.60%) NAS
6 1 (0.60%) VoIP
Database & Business Intelligence
1 19 (11.45%) SQL Server
2 13 (7.83%) SQL Server Integration Services
3 9 (5.42%) Data Warehouse
4 5 (3.01%) Azure SQL Database
4 5 (3.01%) Electronic Patient Records
5 4 (2.41%) Data Lake
6 3 (1.81%) Big Data
6 3 (1.81%) MongoDB
7 2 (1.20%) MySQL
7 2 (1.20%) Oracle Database
7 2 (1.20%) SAS Data Integration Studio
7 2 (1.20%) SQL Server 2000
7 2 (1.20%) SQL Server 2005
7 2 (1.20%) SQL Server 2008
7 2 (1.20%) SQL Server Reporting Services
8 1 (0.60%) Microsoft Power View
8 1 (0.60%) Oracle Database 11g
8 1 (0.60%) Oracle Reports
8 1 (0.60%) Parquet
8 1 (0.60%) SQL Server Analysis Services
Development Applications
1 9 (5.42%) Git (software)
2 6 (3.61%) JIRA
3 5 (3.01%) Bitbucket
4 4 (2.41%) GitLab
4 4 (2.41%) Snyk
4 4 (2.41%) SoapUI
5 3 (1.81%) Team Foundation Server
5 3 (1.81%) Visual Studio
6 2 (1.20%) Bitbucket Server
6 2 (1.20%) Hudson
6 2 (1.20%) Postman
6 2 (1.20%) Visual Studio Team System
7 1 (0.60%) Jenkins
General
1 32 (19.28%) Public Sector
2 30 (18.07%) Finance
3 12 (7.23%) Legal
4 8 (4.82%) Retail
5 6 (3.61%) Banking
6 3 (1.81%) Law
7 2 (1.20%) French Language
7 2 (1.20%) German Language
7 2 (1.20%) Local Government
7 2 (1.20%) Marketing
7 2 (1.20%) Publishing
7 2 (1.20%) Telecoms
8 1 (0.60%) Electronics
8 1 (0.60%) Games
Job Titles
1 32 (19.28%) Architect
2 23 (13.86%) Developer
3 22 (13.25%) Solutions Architect
4 19 (11.45%) Analyst
5 18 (10.84%) Project Manager
6 12 (7.23%) Business Analyst
7 10 (6.02%) .NET Developer
8 8 (4.82%) Migration Manager
9 7 (4.22%) AWS Engineer
9 7 (4.22%) Infrastructure Engineer
9 7 (4.22%) Migration Project Manager
10 6 (3.61%) BizTalk Developer
10 6 (3.61%) Data Analyst
11 5 (3.01%) Cloud Engineer
11 5 (3.01%) Deployment Engineer
11 5 (3.01%) Migration Engineer
11 5 (3.01%) Windows Engineer
12 4 (2.41%) DevOps Engineer
12 4 (2.41%) Support Engineer
12 4 (2.41%) Systems Engineer
Libraries, Frameworks & Software Standards
1 15 (9.04%) .NET
2 7 (4.22%) .NET Core
3 6 (3.61%) WCF
3 6 (3.61%) XML
4 4 (2.41%) .NET Framework
4 4 (2.41%) JSON
4 4 (2.41%) Middleware
4 4 (2.41%) PySpark
4 4 (2.41%) SOAP
4 4 (2.41%) XSLT
5 3 (1.81%) AngularJS
5 3 (1.81%) ASP.NET Web API
5 3 (1.81%) REST
6 2 (1.20%) ActiveMQ
6 2 (1.20%) JMS
6 2 (1.20%) Kafka
6 2 (1.20%) RESTful
6 2 (1.20%) Web Services
6 2 (1.20%) WSDL
6 2 (1.20%) XML Schema
Miscellaneous
1 16 (9.64%) Data Centre
2 9 (5.42%) Analytical Skills
2 9 (5.42%) NHS
3 5 (3.01%) e-Health
3 5 (3.01%) LIMS
3 5 (3.01%) PACS
4 3 (1.81%) Enterprise Storage
4 3 (1.81%) Public Cloud
5 2 (1.20%) Clustering
5 2 (1.20%) Driving Licence
5 2 (1.20%) Management Information System
5 2 (1.20%) N-Tier
5 2 (1.20%) Self-Motivation
6 1 (0.60%) CMDB
6 1 (0.60%) Enterprise Cloud
6 1 (0.60%) Online Games
6 1 (0.60%) Replication
Operating Systems
1 28 (16.87%) Windows
2 15 (9.04%) Windows 10
3 14 (8.43%) Linux
4 10 (6.02%) Windows Server
5 6 (3.61%) Windows 7
6 4 (2.41%) Windows Server 2008
7 3 (1.81%) Unix
7 3 (1.81%) Windows Server 2016
7 3 (1.81%) Windows Server 2019
8 1 (0.60%) Windows Server 2012
Processes & Methodologies
1 32 (19.28%) Data Migration
2 22 (13.25%) Agile Software Development
3 19 (11.45%) Project Management
4 18 (10.84%) Project Delivery
5 14 (8.43%) Stakeholder Management
6 12 (7.23%) ERP
6 12 (7.23%) Infrastructure Engineering
7 11 (6.63%) Continuous Integration
7 11 (6.63%) DevOps
8 9 (5.42%) Business Analysis
8 9 (5.42%) Business Intelligence
8 9 (5.42%) TOGAF
9 8 (4.82%) ETL
9 8 (4.82%) Test Automation
10 7 (4.22%) Change Management
10 7 (4.22%) Collaborative Working
10 7 (4.22%) Data Governance
10 7 (4.22%) Digital Transformation Programme
10 7 (4.22%) Risk Management
11 6 (3.61%) Workshop Facilitation
Programming Languages
1 23 (13.86%) SQL
2 14 (8.43%) C#
3 12 (7.23%) PowerShell
4 8 (4.82%) Java
4 8 (4.82%) JavaScript
5 7 (4.22%) Python
6 3 (1.81%) T-SQL
7 2 (1.20%) ANSI SQL
7 2 (1.20%) C
7 2 (1.20%) Java 8
8 1 (0.60%) Bash Shell
8 1 (0.60%) Data Analysis Expressions (DAX)
8 1 (0.60%) PHP
8 1 (0.60%) PL/SQL
Qualifications
1 9 (5.42%) Security Cleared
2 7 (4.22%) Microsoft Certification
3 5 (3.01%) Degree
4 4 (2.41%) AWS Certification
4 4 (2.41%) CESG Certified Professional
4 4 (2.41%) CISM
4 4 (2.41%) CISSP
4 4 (2.41%) CRISC
4 4 (2.41%) DV Cleared
5 3 (1.81%) SC Cleared
6 2 (1.20%) MCP
6 2 (1.20%) MCSA
6 2 (1.20%) MCSE
7 1 (0.60%) CTC Cleared
Quality Assurance & Compliance
1 7 (4.22%) GDPR
2 5 (3.01%) HL7
3 4 (2.41%) Data Quality
3 4 (2.41%) QA
4 1 (0.60%) HAZOP
4 1 (0.60%) Sarbanes-Oxley
System Software
1 15 (9.04%) Active Directory
2 6 (3.61%) Docker
2 6 (3.61%) VMware Infrastructure
3 3 (1.81%) VMware ESXi
4 2 (1.20%) Virtual Servers
5 1 (0.60%) Hyper-V
5 1 (0.60%) vCloud
5 1 (0.60%) Virtual Machines
Systems Management
1 10 (6.02%) Terraform
2 5 (3.01%) Kubernetes
2 5 (3.01%) Puppet
3 4 (2.41%) vCenter Server
4 3 (1.81%) NetBackup
4 3 (1.81%) WSUS
5 2 (1.20%) Microsoft Clustering
5 2 (1.20%) Opscode Chef
6 1 (0.60%) Ansible
6 1 (0.60%) McAfee ePO
6 1 (0.60%) Oracle RMAN
6 1 (0.60%) QRadar
Vendors
1 40 (24.10%) Microsoft
2 13 (7.83%) Oracle
3 9 (5.42%) SAP
3 9 (5.42%) VMware
4 6 (3.61%) Databricks
5 4 (2.41%) Cisco
5 4 (2.41%) Google
6 3 (1.81%) Avaya
6 3 (1.81%) Forcepoint
6 3 (1.81%) Hitachi
6 3 (1.81%) HP
6 3 (1.81%) Huawei
6 3 (1.81%) Veeam
7 2 (1.20%) Apple
7 2 (1.20%) BiZZdesign
7 2 (1.20%) BT
7 2 (1.20%) Ekahau
7 2 (1.20%) Meraki
7 2 (1.20%) Symantec
7 2 (1.20%) Tableau