Job Vacancy Trend Daily Rate Trend Daily Rate Histogram Hourly Rate Trend Hourly Rate Histogram Job Locations Skill Sets
Period
to 16 November 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 16 November 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
16 Nov 2019		 Same period 2018 Same period 2017
Rank 13 19 27
Rank change year-on-year +6 +8 +13
Contract jobs citing Migration 326 361 271
As % of all contract IT jobs advertised in Yorkshire 8.98% 7.29% 6.18%
As % of the Processes & Methodologies category 10.33% 8.40% 7.19%
Number of daily rates quoted 208 246 187
Yorkshire median daily rate £450 £400 £375
Median daily rate % change year-on-year +12.50% +6.67% -
10th Percentile £263 £298 £217
90th Percentile £579 £575 £543
England median daily rate £475 £450 £435
% change year-on-year +5.56% +3.45% +2.35%
Number of hourly rates quoted 34 14 5
Yorkshire median hourly rate £11.78 £11.79 £13.45
Median hourly rate % change year-on-year -0.04% -12.38% -36.14%
10th Percentile £10.16 £10.88 £12.23
90th Percentile £20.23 £13.00 £17.17
England median hourly rate £16.50 £15.86 £17.50
% change year-on-year +4.04% -9.37% -2.78%

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 3,155 4,297 3,768
As % of all contract IT jobs advertised in Yorkshire 86.89% 86.77% 85.89%
Number of daily rates quoted 2,128 2,903 2,504
Yorkshire median daily rate £425 £413 £400
Median daily rate % change year-on-year +3.03% +3.13% -
10th Percentile £275 £280 £256
90th Percentile £575 £550 £550
England median daily rate £475 £475 £450
% change year-on-year - +5.56% +5.88%
Number of hourly rates quoted 139 118 107
Yorkshire median hourly rate £16.25 £17.21 £15.50
Median hourly rate % change year-on-year -5.55% +11.00% +5.53%
10th Percentile £10.16 £11.04 £9.92
90th Percentile £35.00 £43.25 £40.00
England median hourly rate £24.00 £22.00 £23.32
% change year-on-year +9.09% -5.66% +2.12%

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 16 November 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 16 November 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 16 November 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 +11 205 £455 +9.64% 37
South Yorkshire 0 90 £445 +25.35% 13
North Yorkshire -3 22 £335 -9.64% 9
East Yorkshire - 3 £198 - 2
Migration
England

For the 6 months to 16 November 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 (26.38%) Windows
2 79 (24.23%) Microsoft
3 69 (21.17%) Azure
4 66 (20.25%) Data Migration
5 55 (16.87%) Active Directory
6 53 (16.26%) SQL
7 51 (15.64%) Windows 10
8 50 (15.34%) Agile Software Development
9 45 (13.80%) Finance
10 38 (11.66%) Office 365
11 33 (10.12%) Data Centre
12 31 (9.51%) Python
13 30 (9.20%) PowerShell
13 30 (9.20%) Public Sector
14 29 (8.90%) ITIL
14 29 (8.90%) Project Management
15 26 (7.98%) Stakeholder Management
15 26 (7.98%) SCCM
15 26 (7.98%) DevOps
16 25 (7.67%) AWS
17 24 (7.36%) QA
17 24 (7.36%) NHS
17 24 (7.36%) ETL
18 23 (7.06%) Java
18 23 (7.06%) Service Management
18 23 (7.06%) Windows 7
18 23 (7.06%) IaaS
19 22 (6.75%) Windows Server
19 22 (6.75%) SQL Server
20 21 (6.44%) Data Modelling

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 19 (5.83%) MS Exchange
2 13 (3.99%) SharePoint
3 9 (2.76%) CMS
3 9 (2.76%) SAS
4 5 (1.53%) Apache Spark
4 5 (1.53%) Jadu
4 5 (1.53%) Skype for Business
5 4 (1.23%) Confluence
5 4 (1.23%) Drupal
5 4 (1.23%) WordPress
6 3 (0.92%) Apache
6 3 (0.92%) Exchange Server 2010
7 2 (0.61%) Apache Pig
7 2 (0.61%) Apache ServiceMix
7 2 (0.61%) Elasticsearch
7 2 (0.61%) Exchange Server 2013
8 1 (0.31%) Apache Airflow
8 1 (0.31%) SharePoint 2013
8 1 (0.31%) Tomcat
8 1 (0.31%) Tuxedo
Applications
1 14 (4.29%) Microsoft Excel
1 14 (4.29%) Microsoft Office
2 7 (2.15%) Photoshop
3 5 (1.53%) MS Visio
4 4 (1.23%) Microsoft Project
4 4 (1.23%) Zeplin
5 2 (0.61%) Microsoft PowerPoint
6 1 (0.31%) Spreadsheet
Business Applications
1 3 (0.92%) Academy Housing
2 2 (0.61%) Dynamics CRM
2 2 (0.61%) Minerva
2 2 (0.61%) Oracle EBS
2 2 (0.61%) Oracle ERP
2 2 (0.61%) Oracle Financials
2 2 (0.61%) Oracle Internet Expenses
2 2 (0.61%) Oracle iProcurement
2 2 (0.61%) Oracle Payables
2 2 (0.61%) Oracle Receivables
3 1 (0.31%) Dynamics AX
3 1 (0.31%) Magento
3 1 (0.31%) Oracle Assets
3 1 (0.31%) Oracle EBS R12
3 1 (0.31%) Sage 1000
Cloud Services
1 69 (21.17%) Azure
2 38 (11.66%) Office 365
3 25 (7.67%) AWS
4 23 (7.06%) IaaS
5 17 (5.21%) GCP
5 17 (5.21%) Power Platform
6 15 (4.60%) SaaS
7 14 (4.29%) Azure Active Directory
8 12 (3.68%) PaaS
9 8 (2.45%) Dynamics 365
10 6 (1.84%) AWS CloudFormation
10 6 (1.84%) Serverless
11 5 (1.53%) Azure Data Factory
11 5 (1.53%) GitHub
11 5 (1.53%) PowerApps
12 4 (1.23%) Amazon EC2
12 4 (1.23%) Cloud Computing
13 3 (0.92%) Heroku
14 2 (0.61%) AWS Lambda
14 2 (0.61%) Google App Engine
Communications & Networking
1 11 (3.37%) Firewall
2 10 (3.07%) VPN
3 9 (2.76%) DNS
4 5 (1.53%) SAN
4 5 (1.53%) WAN
5 4 (1.23%) Network Security
5 4 (1.23%) Skype
6 3 (0.92%) LAN
6 3 (0.92%) MPLS
6 3 (0.92%) NAS
6 3 (0.92%) PBX
7 2 (0.61%) Avaya Modular Messaging
7 2 (0.61%) Cisco ASA
7 2 (0.61%) DHCP
7 2 (0.61%) ISDN
7 2 (0.61%) Kerberos
7 2 (0.61%) TCP/IP
7 2 (0.61%) VLAN
8 1 (0.31%) VSAN
8 1 (0.31%) Wireshark
Database & Business Intelligence
1 22 (6.75%) SQL Server
2 19 (5.83%) Big Data
3 17 (5.21%) Power BI
4 16 (4.91%) Data Warehouse
5 14 (4.29%) SQL Server Integration Services
6 12 (3.68%) Hadoop
7 11 (3.37%) BigQuery
8 9 (2.76%) QlikView
8 9 (2.76%) SQL Server Reporting Services
9 8 (2.45%) Azure SQL Database
9 8 (2.45%) Pentaho
9 8 (2.45%) Qlik Sense
10 5 (1.53%) Amazon RDS
10 5 (1.53%) SQL Server Analysis Services
11 4 (1.23%) SQL Server 2008
11 4 (1.23%) SQL Server 2014
12 3 (0.92%) PostgreSQL
12 3 (0.92%) PowerPivot
12 3 (0.92%) Relational Database
12 3 (0.92%) SQL Server 2016
Development Applications
1 17 (5.21%) JIRA
2 12 (3.68%) Jenkins
3 11 (3.37%) Git (software)
4 5 (1.53%) Visual Studio Team System
5 4 (1.23%) Atlassian Bamboo
5 4 (1.23%) Maven
6 3 (0.92%) CircleCI
6 3 (0.92%) GitLab
6 3 (0.92%) Mockito
6 3 (0.92%) Travis CI
7 2 (0.61%) Ant
7 2 (0.61%) Bitbucket
7 2 (0.61%) Cucumber
7 2 (0.61%) git-flow
7 2 (0.61%) Gradle
7 2 (0.61%) IBM UrbanCode
7 2 (0.61%) Octopus Deploy
7 2 (0.61%) Team Foundation Server
8 1 (0.31%) Toad
8 1 (0.31%) Visual Studio
General
1 45 (13.80%) Finance
2 30 (9.20%) Public Sector
3 13 (3.99%) Retail
4 9 (2.76%) Banking
5 8 (2.45%) Telecoms
6 6 (1.84%) Back Office
6 6 (1.84%) Local Government
7 5 (1.53%) Billing
7 5 (1.53%) Marketing
8 3 (0.92%) Manufacturing
9 2 (0.61%) Multimedia
10 1 (0.31%) Automotive
10 1 (0.31%) Czech Language
10 1 (0.31%) Games
10 1 (0.31%) iGaming
10 1 (0.31%) Romanian Language
Job Titles
1 44 (13.50%) Architect
2 41 (12.58%) Developer
3 32 (9.82%) Analyst
3 32 (9.82%) Project Manager
4 21 (6.44%) Cloud Architect
5 14 (4.29%) Deployment Engineer
5 14 (4.29%) IT Support
5 14 (4.29%) Windows Engineer
6 13 (3.99%) Consultant
6 13 (3.99%) DBA
6 13 (3.99%) Solutions Architect
6 13 (3.99%) Support Engineer
7 12 (3.68%) Azure Architect
7 12 (3.68%) Rollout Engineer
8 11 (3.37%) Java Developer
8 11 (3.37%) Service Analyst
9 10 (3.07%) Desktop Support
10 9 (2.76%) 1st Line Support
10 9 (2.76%) Business Analyst
10 9 (2.76%) Support Analyst
Libraries, Frameworks & Software Standards
1 11 (3.37%) Spring
2 9 (2.76%) .NET
3 8 (2.45%) ActiveMQ
3 8 (2.45%) CSS
3 8 (2.45%) HTML
4 7 (2.15%) Sass
5 6 (1.84%) RabbitMQ
6 5 (1.53%) REST
6 5 (1.53%) SOAP
6 5 (1.53%) XML
7 4 (1.23%) CSS3
7 4 (1.23%) Hibernate
7 4 (1.23%) HTML5
7 4 (1.23%) jQuery
7 4 (1.23%) Web Services
8 3 (0.92%) Express
8 3 (0.92%) JSON
8 3 (0.92%) Kafka
8 3 (0.92%) Node.js
8 3 (0.92%) Twitter Bootstrap
Miscellaneous
1 33 (10.12%) Data Centre
2 24 (7.36%) NHS
3 8 (2.45%) Virtual Team
4 6 (1.84%) Driving Licence
5 5 (1.53%) Clustering
5 5 (1.53%) User Experience
6 4 (1.23%) Analytical Skills
6 4 (1.23%) Hybrid Cloud
6 4 (1.23%) Mainframe
6 4 (1.23%) Management Information System
6 4 (1.23%) Mobile App
6 4 (1.23%) Self-Motivation
7 3 (0.92%) Enterprise Software
7 3 (0.92%) Private Cloud
7 3 (0.92%) Public Cloud
8 2 (0.61%) Cloud Native
8 2 (0.61%) Greenfield Project
8 2 (0.61%) Reference Data
9 1 (0.31%) Enterprise Storage
9 1 (0.31%) LPAR
Operating Systems
1 86 (26.38%) Windows
2 51 (15.64%) Windows 10
3 23 (7.06%) Windows 7
4 22 (6.75%) Windows Server
5 14 (4.29%) Linux
6 13 (3.99%) Windows Server 2012
7 12 (3.68%) Unix
8 8 (2.45%) VMS
8 8 (2.45%) Windows XP
9 7 (2.15%) Windows Server 2008
10 5 (1.53%) CentOS
11 3 (0.92%) Windows 8
12 2 (0.61%) Red Hat Enterprise Linux
13 1 (0.31%) AIX
13 1 (0.31%) Android
13 1 (0.31%) Apple iOS
13 1 (0.31%) HPUX
13 1 (0.31%) Solaris
13 1 (0.31%) SUSE
13 1 (0.31%) Ubuntu
Processes & Methodologies
1 66 (20.25%) Data Migration
2 50 (15.34%) Agile Software Development
3 29 (8.90%) ITIL
3 29 (8.90%) Project Management
4 26 (7.98%) DevOps
4 26 (7.98%) Stakeholder Management
5 24 (7.36%) ETL
6 23 (7.06%) Service Management
7 21 (6.44%) Data Modelling
7 21 (6.44%) Scrum
8 18 (5.52%) ITSM
9 17 (5.21%) Analytics
9 17 (5.21%) Problem-Solving
10 15 (4.60%) Business Intelligence
10 15 (4.60%) Continuous Integration
11 14 (4.29%) Project Delivery
12 13 (3.99%) PRINCE2
13 12 (3.68%) ERP
13 12 (3.68%) Infrastructure Engineering
13 12 (3.68%) Kanban
Programming Languages
1 53 (16.26%) SQL
2 31 (9.51%) Python
3 30 (9.20%) PowerShell
4 23 (7.06%) Java
5 13 (3.99%) JavaScript
5 13 (3.99%) T-SQL
6 10 (3.07%) Java 8
7 9 (2.76%) Bash Shell
8 7 (2.15%) C#
9 5 (1.53%) PHP
9 5 (1.53%) PL/SQL
9 5 (1.53%) Ruby
10 4 (1.23%) Shell Script
11 3 (0.92%) Perl
11 3 (0.92%) VBA
12 1 (0.31%) C
12 1 (0.31%) VB
Qualifications
1 12 (3.68%) Security Cleared
2 8 (2.45%) ITIL Certification
3 6 (1.84%) PMI Certification
3 6 (1.84%) PMP
3 6 (1.84%) SC Cleared
4 5 (1.53%) PRINCE2 Practitioner
5 4 (1.23%) Microsoft Certification
6 3 (0.92%) BPSS Clearance
6 3 (0.92%) Degree
6 3 (0.92%) PRINCE2 Certification
7 2 (0.61%) MCSA
7 2 (0.61%) VMware Certified Professional (VCP)
8 1 (0.31%) APMP
8 1 (0.31%) CISSP
8 1 (0.31%) MCITP
8 1 (0.31%) MCP
8 1 (0.31%) MCSE
Quality Assurance & Compliance
1 24 (7.36%) QA
2 11 (3.37%) GDPR
3 9 (2.76%) Data Quality
3 9 (2.76%) SLA
4 3 (0.92%) PCI DSS
4 3 (0.92%) WCAG
5 1 (0.31%) Disclosure Scotland
5 1 (0.31%) HL7
5 1 (0.31%) ISO/IEC 27001
System Software
1 55 (16.87%) Active Directory
2 14 (4.29%) Docker
3 12 (3.68%) VMware Infrastructure
4 8 (2.45%) Hyper-V
4 8 (2.45%) Virtual Machines
5 4 (1.23%) VMware Server
6 3 (0.92%) vSphere
7 2 (0.61%) Apache Flume
7 2 (0.61%) NFS
7 2 (0.61%) Virtual Servers
7 2 (0.61%) VMware ESXi
8 1 (0.31%) Citrix Hypervisor
8 1 (0.31%) DFS Replication
8 1 (0.31%) HDFS
8 1 (0.31%) Microsoft Virtual Server
8 1 (0.31%) ProxySG
8 1 (0.31%) Terminal Services
8 1 (0.31%) vCloud
8 1 (0.31%) XenDesktop
Systems Management
1 26 (7.98%) SCCM
2 18 (5.52%) Kubernetes
3 14 (4.29%) Ansible
4 13 (3.99%) Terraform
5 10 (3.07%) Puppet
6 7 (2.15%) Opscode Chef
7 3 (0.92%) Cisco CUCM
7 3 (0.92%) Cisco UCCX
7 3 (0.92%) Docker Swarm
7 3 (0.92%) Grafana
7 3 (0.92%) Microsoft Intune
7 3 (0.92%) Nagios
7 3 (0.92%) Prometheus
7 3 (0.92%) Rancher
7 3 (0.92%) Salt
7 3 (0.92%) vCenter Server
7 3 (0.92%) WhatsUp Gold
8 2 (0.61%) Ambari
8 2 (0.61%) Hadoop YARN
8 2 (0.61%) SCOM
Vendors
1 79 (24.23%) Microsoft
2 19 (5.83%) HP
2 19 (5.83%) VMware
3 15 (4.60%) Google
4 13 (3.99%) Cisco
5 9 (2.76%) Oracle
6 6 (1.84%) Apple
6 6 (1.84%) Capita
7 5 (1.53%) Adobe
7 5 (1.53%) Red Hat
7 5 (1.53%) Splunk
8 4 (1.23%) Anite
8 4 (1.23%) CheckPoint
8 4 (1.23%) Databricks
8 4 (1.23%) Northgate
9 3 (0.92%) Avaya
9 3 (0.92%) Citrix
9 3 (0.92%) SAP
10 2 (0.61%) Brocade
10 2 (0.61%) Veeam