Job Vacancy Trend Daily Rate Trend Daily Rate Histogram Hourly Rate Trend Hourly Rate Histogram Job Locations Skill Sets
Period
to 20 July 2019

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 20 July 2019 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
20 Jul 2019		 Same period 2018 Same period 2017
Rank 14 37 32
Rank change year-on-year +23 -5 +14
Contract jobs citing Migration 364 273 225
As % of all contract IT jobs advertised in Yorkshire 8.44% 5.43% 5.34%
As % of the Processes & Methodologies category 9.86% 6.19% 6.22%
Number of daily rates quoted 223 178 136
Yorkshire median daily rate £425 £400 £375
Median daily rate % change year-on-year +6.25% +6.67% -
10th Percentile £206 £277 £213
90th Percentile £560 £538 £575
England median daily rate £475 £450 £425
% change year-on-year +5.56% +5.88% -
Number of hourly rates quoted 29 31 12
Yorkshire median hourly rate £14.00 £13.00 £13.25
Median hourly rate % change year-on-year +7.69% -1.89% -13.11%
10th Percentile £10.83 £10.75 £11.80
90th Percentile £32.00 £23.49 £17.87
England median hourly rate £17.50 £15.25 £15.25
% change year-on-year +14.75% - -18.67%

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 3,690 4,411 3,615
As % of all contract IT jobs advertised in Yorkshire 85.59% 87.80% 85.74%
Number of daily rates quoted 2,456 2,958 2,350
Yorkshire median daily rate £430 £403 £400
Median daily rate % change year-on-year +6.83% +0.63% -
10th Percentile £263 £275 £265
90th Percentile £575 £538 £550
England median daily rate £475 £463 £450
% change year-on-year +2.70% +2.78% +5.88%
Number of hourly rates quoted 146 127 91
Yorkshire median hourly rate £16.25 £20.00 £13.50
Median hourly rate % change year-on-year -18.75% +48.15% -6.90%
10th Percentile £11.26 £11.17 £8.88
90th Percentile £35.00 £42.43 £35.00
England median hourly rate £25.00 £22.50 £24.49
% change year-on-year +11.11% -8.14% +4.22%

Migration
Job Vacancy Trend in Yorkshire

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

Job vacancy trend for Migration in Yorkshire

Migration
Contractor Daily Rate Trend in Yorkshire

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Migration in Yorkshire.

Contractor daily rate trend for Migration in Yorkshire

Migration
Contractor Daily Rate Histogram in Yorkshire

The daily rate distribution of IT jobs citing Migration in Yorkshire over the 6 months to 20 July 2019.

Contractor daily rate histogram for Migration in Yorkshire

Migration
Contractor Hourly Rate Trend in Yorkshire

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing Migration in Yorkshire.

Contractor hourly rate trend for Migration in Yorkshire

Migration
Contractor Hourly Rate Histogram in Yorkshire

The hourly rate distribution of IT jobs citing Migration in Yorkshire over the 6 months to 20 July 2019.

Contractor 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 20 July 2019. 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 +33 232 £450 +8.50% 26
South Yorkshire -1 98 £413 +6.45% 15
North Yorkshire +13 22 £294 -20.34% 7
East Yorkshire +1 6 £138 -66.67% 6
Migration
England

For the 6 months to 20 July 2019, 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 86 (23.63%) Windows
2 84 (23.08%) Data Migration
3 82 (22.53%) SQL
4 71 (19.51%) Finance
5 67 (18.41%) Microsoft
6 59 (16.21%) Agile Software Development
7 53 (14.56%) Windows 10
8 51 (14.01%) Office 365
8 51 (14.01%) Active Directory
9 44 (12.09%) Microsoft Azure
10 36 (9.89%) Stakeholder Management
10 36 (9.89%) Amazon AWS
11 35 (9.62%) Oracle
12 33 (9.07%) SQL Server
12 33 (9.07%) Data Centre
13 28 (7.69%) ETL
14 27 (7.42%) Data Modelling
14 27 (7.42%) ITIL
14 27 (7.42%) Project Management
14 27 (7.42%) DevOps
15 26 (7.14%) Microsoft Excel
15 26 (7.14%) Change Management
16 25 (6.87%) SQL Server Integration Services
17 24 (6.59%) ERP
17 24 (6.59%) Java
18 23 (6.32%) JIRA
18 23 (6.32%) Google Cloud Platform
19 22 (6.04%) QA
19 22 (6.04%) MS Exchange
20 21 (5.77%) VMware

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 22 (6.04%) MS Exchange
2 19 (5.22%) SharePoint
3 13 (3.57%) Skype for Business
4 9 (2.47%) Confluence
4 9 (2.47%) SAS
5 7 (1.92%) CMS
5 7 (1.92%) Exchange Server 2010
6 5 (1.37%) Apache ServiceMix
6 5 (1.37%) SharePoint 2013
7 4 (1.10%) WebSphere
8 3 (0.82%) Elasticsearch
8 3 (0.82%) OpenEdge
9 2 (0.55%) Apache
9 2 (0.55%) IIS
10 1 (0.27%) BizTalk Server
10 1 (0.27%) CICS
10 1 (0.27%) Drupal
10 1 (0.27%) nginx
10 1 (0.27%) TYPO3
10 1 (0.27%) WordPress
Applications
1 26 (7.14%) Microsoft Excel
2 15 (4.12%) Microsoft Office
3 10 (2.75%) Microsoft PowerPoint
4 9 (2.47%) MS Visio
5 7 (1.92%) Microsoft Project
6 2 (0.55%) Photoshop
6 2 (0.55%) Spreadsheet
Business Applications
1 5 (1.37%) Dynamics AX
1 5 (1.37%) Oracle ERP
1 5 (1.37%) Oracle Procure-to-Pay
2 4 (1.10%) Dynamics CRM
2 4 (1.10%) Oracle Payables
3 3 (0.82%) Oracle EBS
3 3 (0.82%) Oracle Financials
3 3 (0.82%) Oracle Internet Expenses
3 3 (0.82%) Oracle Receivables
4 2 (0.55%) Academy Housing
4 2 (0.55%) JDE World
4 2 (0.55%) Oracle HRMS
4 2 (0.55%) Oracle iProcurement
4 2 (0.55%) SAP MDG
4 2 (0.55%) VisionPLUS
5 1 (0.27%) Fredhopper
5 1 (0.27%) Oracle General Ledger
5 1 (0.27%) Remedy ITSM
5 1 (0.27%) SAP BPC
5 1 (0.27%) SAP S/4HANA
Cloud Services
1 51 (14.01%) Office 365
2 44 (12.09%) Microsoft Azure
3 36 (9.89%) Amazon AWS
4 23 (6.32%) Google Cloud Platform
5 17 (4.67%) SaaS
6 16 (4.40%) PaaS
7 14 (3.85%) Power Platform
8 13 (3.57%) Dynamics 365
8 13 (3.57%) IaaS
9 7 (1.92%) Azure Active Directory
9 7 (1.92%) GitHub
10 5 (1.37%) AWS CloudFormation
11 4 (1.10%) Amazon EC2
11 4 (1.10%) Cloud Computing
12 3 (0.82%) Amazon ECS
13 2 (0.55%) Azure Stack
13 2 (0.55%) Google Compute Engine
13 2 (0.55%) iPaaS
13 2 (0.55%) OneDrive
13 2 (0.55%) Salesforce Service Cloud
Communications & Networking
1 13 (3.57%) Skype
2 8 (2.20%) Firewall
2 8 (2.20%) VPN
3 5 (1.37%) DNS
4 4 (1.10%) WAN
5 3 (0.82%) LAN
5 3 (0.82%) Network Security
5 3 (0.82%) SAN
5 3 (0.82%) SSL
6 2 (0.55%) Cisco ASA
6 2 (0.55%) DHCP
6 2 (0.55%) Internet
6 2 (0.55%) Unified Communications
6 2 (0.55%) VoIP
6 2 (0.55%) Wi-Fi
6 2 (0.55%) WLAN
6 2 (0.55%) ZigBee
7 1 (0.27%) HTTP
7 1 (0.27%) ISDN
7 1 (0.27%) MPLS
Database & Business Intelligence
1 33 (9.07%) SQL Server
2 25 (6.87%) SQL Server Integration Services
3 19 (5.22%) SQL Server Reporting Services
4 17 (4.67%) Data Warehouse
5 15 (4.12%) Big Data
6 14 (3.85%) Power BI
7 12 (3.30%) BigQuery
7 12 (3.30%) Hadoop
8 9 (2.47%) PostgreSQL
8 9 (2.47%) QlikView
8 9 (2.47%) SQL Server 2008
9 8 (2.20%) Oracle Reports
9 8 (2.20%) Pentaho
9 8 (2.20%) Qlik Sense
9 8 (2.20%) Relational Database
10 7 (1.92%) NoSQL
10 7 (1.92%) Oracle Database
10 7 (1.92%) SQL Server 2016
11 6 (1.65%) Amazon RDS
11 6 (1.65%) SQL Server 2014
Development Applications
1 23 (6.32%) JIRA
2 18 (4.95%) Jenkins
3 12 (3.30%) Git (software)
4 7 (1.92%) Team Foundation Server
5 6 (1.65%) Mockito
6 5 (1.37%) Bitbucket
6 5 (1.37%) Cucumber
6 5 (1.37%) Maven
6 5 (1.37%) Selenium
7 4 (1.10%) SoapUI
7 4 (1.10%) Visual Studio
8 3 (0.82%) Atlassian Bamboo
8 3 (0.82%) git-flow
8 3 (0.82%) Oracle Forms
8 3 (0.82%) Sonatype Nexus
9 2 (0.55%) GitLab
9 2 (0.55%) ProC
10 1 (0.27%) Octopus Deploy
10 1 (0.27%) SonarQube
10 1 (0.27%) SQL Server Management Studio (SSMS)
General
1 71 (19.51%) Finance
2 18 (4.95%) Retail
3 16 (4.40%) Banking
4 6 (1.65%) Back Office
5 4 (1.10%) Local Government
5 4 (1.10%) Retail Banking
6 2 (0.55%) Billing
6 2 (0.55%) Financial Institution
6 2 (0.55%) French Language
6 2 (0.55%) Telecoms
7 1 (0.27%) Czech Language
7 1 (0.27%) Games
7 1 (0.27%) General Ledger
7 1 (0.27%) Investment Banking
7 1 (0.27%) Manufacturing
7 1 (0.27%) Multimedia
7 1 (0.27%) Romanian Language
Job Titles
1 45 (12.36%) Architect
2 44 (12.09%) Developer
3 42 (11.54%) Analyst
4 41 (11.26%) Project Manager
5 19 (5.22%) Windows Engineer
6 18 (4.95%) Consultant
7 17 (4.67%) DBA
7 17 (4.67%) Solutions Architect
8 16 (4.40%) Data Analyst
9 15 (4.12%) Cloud Architect
10 13 (3.57%) Systems Engineer
11 12 (3.30%) Deployment Engineer
12 11 (3.02%) Migration Engineer
12 11 (3.02%) Office 365 Engineer
13 10 (2.75%) Business Analyst
13 10 (2.75%) SQL Developer
14 9 (2.47%) Desktop Support
14 9 (2.47%) Rollout Engineer
14 9 (2.47%) SQL DBA
14 9 (2.47%) Support Engineer
Libraries, Frameworks & Software Standards
1 19 (5.22%) Web Services
2 16 (4.40%) .NET
3 12 (3.30%) SOAP
3 12 (3.30%) Spring
4 11 (3.02%) REST
5 8 (2.20%) XML
6 7 (1.92%) Hibernate
7 6 (1.65%) ActiveMQ
7 6 (1.65%) CSS
8 5 (1.37%) Apache Camel
8 5 (1.37%) JSON
9 4 (1.10%) HTML
9 4 (1.10%) Oracle Fusion
9 4 (1.10%) Spring MVC
10 3 (0.82%) .NET Framework
10 3 (0.82%) Drools
10 3 (0.82%) Middleware
10 3 (0.82%) OpenID
10 3 (0.82%) RESTful
10 3 (0.82%) SAML
Miscellaneous
1 33 (9.07%) Data Centre
2 18 (4.95%) NHS
3 12 (3.30%) Analytical Skills
4 9 (2.47%) User Experience
4 9 (2.47%) Virtual Team
5 8 (2.20%) Greenfield Project
5 8 (2.20%) Self-Motivation
6 7 (1.92%) Driving Licence
6 7 (1.92%) Public Cloud
7 5 (1.37%) Clustering
7 5 (1.37%) Data Structures
8 4 (1.10%) Management Information System
9 3 (0.82%) Cloud Native
9 3 (0.82%) CMDB
9 3 (0.82%) Enterprise Software
9 3 (0.82%) Private Cloud
9 3 (0.82%) Reference Data
9 3 (0.82%) Smart Meter
10 1 (0.27%) Distributed Denial-of-Service
10 1 (0.27%) EMC VMAX
Operating Systems
1 86 (23.63%) Windows
2 53 (14.56%) Windows 10
3 16 (4.40%) Windows Server
4 14 (3.85%) Windows 7
5 9 (2.47%) Linux
5 9 (2.47%) Windows Server 2008
5 9 (2.47%) Windows Server 2012
6 8 (2.20%) Unix
7 7 (1.92%) Windows XP
8 4 (1.10%) Windows 8
9 2 (0.55%) AIX
9 2 (0.55%) Android
9 2 (0.55%) Red Hat Enterprise Linux
10 1 (0.27%) Solaris
Processes & Methodologies
1 84 (23.08%) Data Migration
2 59 (16.21%) Agile Software Development
3 36 (9.89%) Stakeholder Management
4 28 (7.69%) ETL
5 27 (7.42%) Data Modelling
5 27 (7.42%) DevOps
5 27 (7.42%) ITIL
5 27 (7.42%) Project Management
6 26 (7.14%) Change Management
7 24 (6.59%) ERP
8 21 (5.77%) User Acceptance Testing
9 20 (5.49%) Problem-Solving
10 19 (5.22%) Continuous Integration
11 18 (4.95%) Analytics
11 18 (4.95%) Data Analysis
11 18 (4.95%) Enterprise Architecture
11 18 (4.95%) Scrum
12 17 (4.67%) Change Control
12 17 (4.67%) PRINCE2
13 15 (4.12%) Business Intelligence
Programming Languages
1 82 (22.53%) SQL
2 24 (6.59%) Java
3 20 (5.49%) PowerShell
3 20 (5.49%) Python
3 20 (5.49%) T-SQL
4 16 (4.40%) PL/SQL
5 13 (3.57%) JavaScript
6 11 (3.02%) C#
7 8 (2.20%) Bash Shell
8 7 (1.92%) Shell Script
9 6 (1.65%) Java 8
10 4 (1.10%) VBA
11 2 (0.55%) Perl
11 2 (0.55%) PHP
11 2 (0.55%) R
11 2 (0.55%) RPG
11 2 (0.55%) Scala
12 1 (0.27%) PROC SQL
12 1 (0.27%) TypeScript
12 1 (0.27%) XAML
Qualifications
1 20 (5.49%) Security Cleared
2 6 (1.65%) Degree
2 6 (1.65%) SC Cleared
3 5 (1.37%) PMP
4 4 (1.10%) ITIL Certification
5 3 (0.82%) MCSE
5 3 (0.82%) Microsoft Certification
6 2 (0.55%) BPSS Clearance
6 2 (0.55%) Cisco Certification
6 2 (0.55%) Master's Degree
6 2 (0.55%) PMI Certification
6 2 (0.55%) PRINCE2 Certification
7 1 (0.27%) APMP
7 1 (0.27%) CCIE Routing and Switching
7 1 (0.27%) CIPFA
7 1 (0.27%) GIAC
7 1 (0.27%) MCSA
7 1 (0.27%) PRINCE2 Practitioner
7 1 (0.27%) VCAP
7 1 (0.27%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 22 (6.04%) QA
2 16 (4.40%) Data Quality
3 9 (2.47%) PMO
3 9 (2.47%) SLA
4 4 (1.10%) PCI DSS
5 2 (0.55%) ISO/IEC 20000
5 2 (0.55%) WCAG
6 1 (0.27%) 21 CFR Part 11
6 1 (0.27%) Dublin Core
6 1 (0.27%) GDPR
6 1 (0.27%) HL7
System Software
1 51 (14.01%) Active Directory
2 14 (3.85%) Docker
3 10 (2.75%) VMware Infrastructure
4 5 (1.37%) VMware ESXi
5 4 (1.10%) vSphere
6 1 (0.27%) Hyper-V
6 1 (0.27%) OpenAM
6 1 (0.27%) OpenDJ
6 1 (0.27%) ProxySG
6 1 (0.27%) vCloud
6 1 (0.27%) Virtual Machines
Systems Management
1 15 (4.12%) SCCM
2 13 (3.57%) Terraform
3 9 (2.47%) Ansible
3 9 (2.47%) Kubernetes
4 6 (1.65%) Opscode Chef
5 5 (1.37%) Puppet
6 3 (0.82%) Consul
6 3 (0.82%) SCOM
6 3 (0.82%) Single Sign-On
7 2 (0.55%) Packer
7 2 (0.55%) Rancher
7 2 (0.55%) vCenter Server
8 1 (0.27%) Failover Clustering
8 1 (0.27%) Microsoft Intune
8 1 (0.27%) vMotion
8 1 (0.27%) WhatsUp Gold
Vendors
1 67 (18.41%) Microsoft
2 35 (9.62%) Oracle
3 21 (5.77%) VMware
4 19 (5.22%) Google
5 15 (4.12%) SAP
6 14 (3.85%) Cisco
7 11 (3.02%) HP
8 10 (2.75%) Tableau
9 5 (1.37%) Apple
9 5 (1.37%) Capita
9 5 (1.37%) IronPort
9 5 (1.37%) ServiceNow
10 4 (1.10%) CheckPoint
10 4 (1.10%) ForgeRock
11 3 (0.82%) F5
11 3 (0.82%) IBM
11 3 (0.82%) IDERA
11 3 (0.82%) Salesforce.com
11 3 (0.82%) Splunk
11 3 (0.82%) Workday