Job Vacancy Trend Daily Rate Trend Daily Rate Histogram Hourly Rate Trend Hourly Rate Histogram Job Locations Skill Sets
Period
to 24 September 2018

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 24 September 2018 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
24 Sep 2018		 Same period 2017 Same period 2016
Rank 25 22 49
Rank change year-on-year -3 +27 -26
Contract jobs citing Migration 312 266 227
As % of all contract IT jobs advertised in Yorkshire 6.29% 6.47% 4.03%
As % of the Processes & Methodologies category 7.22% 7.59% 4.64%
Number of daily rates quoted 207 169 142
Yorkshire median daily rate £400 £375 £371
Median daily rate % change year-on-year +6.67% +1.01% +0.34%
10th Percentile £287 £220 £227
90th Percentile £575 £528 £488
England median daily rate £450 £425 £425
% change year-on-year +5.88% - +6.25%
Number of hourly rates quoted 26 8 15
Yorkshire median hourly rate £13.00 £14.56 £27.50
Median hourly rate % change year-on-year -10.68% -47.07% +83.33%
10th Percentile £10.96 £12.47 £11.72
90th Percentile £20.50 £18.00 £90.00
England median hourly rate £15.55 £15.25 £20.50
% change year-on-year +1.97% -25.61% +28.13%

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 4,324 3,506 4,890
As % of all contract IT jobs advertised in Yorkshire 87.11% 85.24% 86.76%
Number of daily rates quoted 2,901 2,310 3,269
Yorkshire median daily rate £413 £400 £400
Median daily rate % change year-on-year +3.13% - +7.24%
10th Percentile £281 £263 £270
90th Percentile £550 £550 £550
England median daily rate £468 £450 £425
% change year-on-year +3.89% +5.88% +3.03%
Number of hourly rates quoted 115 94 114
Yorkshire median hourly rate £17.41 £14.35 £14.66
Median hourly rate % change year-on-year +21.32% -2.10% +5.64%
10th Percentile £10.75 £8.89 £10.50
90th Percentile £41.50 £33.24 £40.68
England median hourly rate £21.00 £23.14 £22.84
% change year-on-year -9.25% +1.34% +4.99%

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 24 September 2018.

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 24 September 2018.

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 24 September 2018. 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 -4 210 £425 +13.33% 27
South Yorkshire +9 70 £370 -7.50% 8
North Yorkshire -7 24 £363 +2.47% 5
East Yorkshire -7 3 £425 +15.25% 1
Migration
England

For the 6 months to 24 September 2018, 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 82 (26.28%) Data Migration
2 68 (21.79%) Windows
3 54 (17.31%) Microsoft
4 49 (15.71%) Finance
5 48 (15.38%) Stakeholder Management
6 43 (13.78%) Project Management
7 42 (13.46%) Windows 10
8 39 (12.50%) SQL
9 35 (11.22%) Active Directory
9 35 (11.22%) Agile Software Development
10 30 (9.62%) Amazon AWS
11 28 (8.97%) Oracle
12 27 (8.65%) Data Centre
13 26 (8.33%) SQL Server
13 26 (8.33%) Microsoft Excel
13 26 (8.33%) Microsoft Azure
14 23 (7.37%) ETL
15 22 (7.05%) Windows 7
15 22 (7.05%) Data Quality
16 21 (6.73%) Office 365
16 21 (6.73%) Business Analysis
16 21 (6.73%) Java
17 19 (6.09%) Microservices
18 17 (5.45%) Banking
18 17 (5.45%) Data Warehouse
18 17 (5.45%) Time Management
18 17 (5.45%) PowerShell
19 16 (5.13%) DevOps
19 16 (5.13%) Docker
20 15 (4.81%) Jenkins

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 15 (4.81%) MS Exchange
2 13 (4.17%) SharePoint
3 10 (3.21%) Confluence
4 6 (1.92%) Exchange Server 2010
5 5 (1.60%) SAS
6 4 (1.28%) Elasticsearch
6 4 (1.28%) WebLogic
7 3 (0.96%) Oracle BPEL
7 3 (0.96%) Oracle Service Bus
7 3 (0.96%) Oracle SOA Suite
7 3 (0.96%) SharePoint 2010
7 3 (0.96%) SharePoint 2013
8 2 (0.64%) Exchange Server 2003
8 2 (0.64%) Exchange Server 2007
8 2 (0.64%) Mule
8 2 (0.64%) nginx
8 2 (0.64%) Skype for Business
8 2 (0.64%) Tomcat
8 2 (0.64%) WebSphere
8 2 (0.64%) WebSphere Application Server
Applications
1 26 (8.33%) Microsoft Excel
2 10 (3.21%) Microsoft PowerPoint
2 10 (3.21%) MS Visio
3 6 (1.92%) Microsoft Office
4 2 (0.64%) Microsoft Project
Business Applications
1 4 (1.28%) Dynamics CRM
2 3 (0.96%) Dynamics AX
3 2 (0.64%) SAP Payroll
3 2 (0.64%) SAP S/4HANA
4 1 (0.32%) Dynamics NAV
4 1 (0.32%) Magento
4 1 (0.32%) NetSuite
4 1 (0.32%) Oracle EBS
4 1 (0.32%) Oracle ERP
4 1 (0.32%) Oracle Financials
4 1 (0.32%) Oracle Internet Expenses
4 1 (0.32%) Oracle iProcurement
4 1 (0.32%) Oracle Payables
4 1 (0.32%) Oracle Receivables
4 1 (0.32%) SAP HR
Cloud Services
1 30 (9.62%) Amazon AWS
2 26 (8.33%) Microsoft Azure
3 21 (6.73%) Office 365
4 9 (2.88%) SaaS
5 8 (2.56%) Dynamics 365
5 8 (2.56%) IaaS
5 8 (2.56%) PaaS
6 4 (1.28%) Amazon EC2
6 4 (1.28%) AWS Lambda
6 4 (1.28%) Serverless
6 4 (1.28%) Virtual Private Cloud
7 2 (0.64%) AWS CloudFormation
7 2 (0.64%) Google Cloud Platform
7 2 (0.64%) OneDrive
8 1 (0.32%) Amazon S3
8 1 (0.32%) Azure Active Directory
8 1 (0.32%) Cloud Computing
8 1 (0.32%) GitHub
8 1 (0.32%) SuccessFactors
Communications & Networking
1 11 (3.53%) SAN
2 8 (2.56%) Firewall
3 7 (2.24%) SSH
4 6 (1.92%) DHCP
4 6 (1.92%) DNS
5 5 (1.60%) SMS
5 5 (1.60%) Wi-Fi
6 4 (1.28%) NAS
7 3 (0.96%) Fibre Channel
7 3 (0.96%) SSL
7 3 (0.96%) TCP/IP
7 3 (0.96%) VPN
7 3 (0.96%) WAN
8 2 (0.64%) Cisco ASA
8 2 (0.64%) IPsec
8 2 (0.64%) LAN
8 2 (0.64%) MPLS
8 2 (0.64%) Skype
9 1 (0.32%) Cisco Firepower
9 1 (0.32%) Cisco PIX
Database & Business Intelligence
1 26 (8.33%) SQL Server
2 17 (5.45%) Data Warehouse
3 15 (4.81%) SQL Server Integration Services
4 10 (3.21%) SQL Server Reporting Services
5 8 (2.56%) MySQL
5 8 (2.56%) PostgreSQL
6 7 (2.24%) Data Mart
6 7 (2.24%) Oracle Database
6 7 (2.24%) Relational Database
7 6 (1.92%) MongoDB
7 6 (1.92%) Oracle Database 12c
7 6 (1.92%) SQL Server Analysis Services
8 5 (1.60%) RDBMS
8 5 (1.60%) SSDT
9 4 (1.28%) Amazon DynamoDB
9 4 (1.28%) NoSQL
9 4 (1.28%) Oracle Database 11g
9 4 (1.28%) SQL Server 2012
9 4 (1.28%) SQL Server 2014
10 3 (0.96%) Oracle Exadata
Development Applications
1 15 (4.81%) Jenkins
1 15 (4.81%) JIRA
2 10 (3.21%) Bitbucket
3 6 (1.92%) Git (software)
4 5 (1.60%) Subversion
5 4 (1.28%) git-flow
5 4 (1.28%) MSI
5 4 (1.28%) Psake
5 4 (1.28%) TeamCity
6 3 (0.96%) Visual Studio
7 2 (0.64%) Atlassian Bamboo
7 2 (0.64%) Cucumber
7 2 (0.64%) ERwin
7 2 (0.64%) Oracle Forms
7 2 (0.64%) Selenium
8 1 (0.32%) Hudson
8 1 (0.32%) MorphX
8 1 (0.32%) MSTest
8 1 (0.32%) Oracle APEX
8 1 (0.32%) Visual Studio Team System
General
1 49 (15.71%) Finance
2 17 (5.45%) Banking
3 14 (4.49%) Retail
4 5 (1.60%) Legal
5 4 (1.28%) Billing
5 4 (1.28%) Retail Banking
5 4 (1.28%) Spanish Language
6 2 (0.64%) Games
6 2 (0.64%) German Language
6 2 (0.64%) Publishing
7 1 (0.32%) Back Office
7 1 (0.32%) Law
7 1 (0.32%) Marketing
Job Titles
1 43 (13.78%) Developer
2 42 (13.46%) Architect
3 39 (12.50%) Project Manager
4 33 (10.58%) Analyst
5 27 (8.65%) Solutions Architect
6 19 (6.09%) Consultant
7 16 (5.13%) Business Analyst
8 14 (4.49%) Data Analyst
8 14 (4.49%) Migration Manager
9 11 (3.53%) Contracts Manager
9 11 (3.53%) DBA
9 11 (3.53%) Java Developer
9 11 (3.53%) Migration Consultant
9 11 (3.53%) Migration Project Manager
10 10 (3.21%) Desktop Support
10 10 (3.21%) SQL Developer
11 9 (2.88%) Coordinator
11 9 (2.88%) ETL Developer
12 8 (2.56%) Administrator
12 8 (2.56%) Desktop Engineer
Libraries, Frameworks & Software Standards
1 15 (4.81%) REST
2 14 (4.49%) SOAP
3 11 (3.53%) XML
4 10 (3.21%) JSON
4 10 (3.21%) Web Services
5 7 (2.24%) Middleware
5 7 (2.24%) OAuth
6 6 (1.92%) HTML
6 6 (1.92%) Node.js
6 6 (1.92%) Spring
7 5 (1.60%) CSS
7 5 (1.60%) RESTful
8 4 (1.28%) .NET
8 4 (1.28%) Oracle GoldenGate
8 4 (1.28%) Spring Boot
9 3 (0.96%) CSS3
9 3 (0.96%) HTML5
9 3 (0.96%) ODBC
9 3 (0.96%) Oracle Fusion
9 3 (0.96%) React
Miscellaneous
1 27 (8.65%) Data Centre
2 14 (4.49%) Analytical Skills
3 11 (3.53%) Enterprise Software
4 9 (2.88%) Mainframe
5 8 (2.56%) Management Information System
5 8 (2.56%) PKI
6 7 (2.24%) Virtual Team
7 6 (1.92%) Public Cloud
8 5 (1.60%) NHS
9 4 (1.28%) Clustering
9 4 (1.28%) Mobile App
9 4 (1.28%) Private Cloud
10 3 (0.96%) EMC VMAX
10 3 (0.96%) EMC VNX
11 2 (0.64%) Data Structures
11 2 (0.64%) Greenfield Project
11 2 (0.64%) Hedge funds
11 2 (0.64%) Self-Motivation
12 1 (0.32%) Learning Management System
12 1 (0.32%) LPAR
Operating Systems
1 68 (21.79%) Windows
2 42 (13.46%) Windows 10
3 22 (7.05%) Windows 7
4 15 (4.81%) Windows XP
5 14 (4.49%) Windows Server
6 13 (4.17%) Linux
6 13 (4.17%) Unix
7 11 (3.53%) Windows Server 2012
8 5 (1.60%) Windows Server 2008
9 3 (0.96%) Windows Server 2003
10 2 (0.64%) zOS
11 1 (0.32%) HPUX
11 1 (0.32%) Mac OS X
11 1 (0.32%) Red Hat Enterprise Linux
11 1 (0.32%) SUSE
Processes & Methodologies
1 82 (26.28%) Data Migration
2 48 (15.38%) Stakeholder Management
3 43 (13.78%) Project Management
4 35 (11.22%) Agile Software Development
5 23 (7.37%) ETL
6 21 (6.73%) Business Analysis
7 19 (6.09%) Microservices
8 17 (5.45%) Time Management
9 16 (5.13%) DevOps
10 15 (4.81%) Enterprise Architecture
11 14 (4.49%) Data Extraction
11 14 (4.49%) Data Modelling
11 14 (4.49%) ERP
12 13 (4.17%) Business Intelligence
12 13 (4.17%) User Acceptance Testing
12 13 (4.17%) Waterfall
13 11 (3.53%) TOGAF
14 10 (3.21%) Continuous Integration
14 10 (3.21%) Data Analysis
14 10 (3.21%) PRINCE2
Programming Languages
1 39 (12.50%) SQL
2 21 (6.73%) Java
3 17 (5.45%) PowerShell
4 13 (4.17%) T-SQL
5 9 (2.88%) Python
6 8 (2.56%) Shell Script
7 6 (1.92%) JavaScript
8 5 (1.60%) C#
9 4 (1.28%) Bash Shell
9 4 (1.28%) Java 8
9 4 (1.28%) Perl
9 4 (1.28%) Ruby
10 3 (0.96%) PHP
10 3 (0.96%) PL/SQL
10 3 (0.96%) VBA
11 2 (0.64%) C
11 2 (0.64%) COBOL
11 2 (0.64%) JCL
12 1 (0.32%) VBScript
12 1 (0.32%) X++
Qualifications
1 11 (3.53%) Degree
1 11 (3.53%) Security Cleared
2 9 (2.88%) SC Cleared
3 6 (1.92%) Microsoft Certification
4 4 (1.28%) CCNA
4 4 (1.28%) Cisco Certification
4 4 (1.28%) MCSE
4 4 (1.28%) PMI Certification
4 4 (1.28%) PMP
5 3 (0.96%) BPSS Clearance
5 3 (0.96%) Sun Certification
5 3 (0.96%) TOGAF Certification
6 2 (0.64%) MCP
6 2 (0.64%) MCSD
6 2 (0.64%) PRINCE2 Practitioner
6 2 (0.64%) VMware Certified Professional (VCP)
7 1 (0.32%) ISTQB
7 1 (0.32%) ITIL Certification
7 1 (0.32%) MCSA
7 1 (0.32%) VCP5
Quality Assurance & Compliance
1 22 (7.05%) Data Quality
2 6 (1.92%) QA
3 4 (1.28%) PMO
3 4 (1.28%) SLA
System Software
1 35 (11.22%) Active Directory
2 16 (5.13%) Docker
3 8 (2.56%) VMware Infrastructure
4 5 (1.60%) Microsoft App-V
5 3 (0.96%) EMC RecoverPoint
5 3 (0.96%) Virtual Servers
5 3 (0.96%) VMware ESXi
6 2 (0.64%) Oracle RAC
7 1 (0.32%) BitLocker
7 1 (0.32%) OpenDJ
7 1 (0.32%) XenApp
7 1 (0.32%) XenDesktop
Systems Management
1 14 (4.49%) Terraform
2 13 (4.17%) SCCM
3 7 (2.24%) Puppet
4 6 (1.92%) Ansible
5 5 (1.60%) Kubernetes
5 5 (1.60%) Tivoli Storage Manager
6 4 (1.28%) Oracle RMAN
6 4 (1.28%) Tivoli
7 3 (0.96%) EMC VPLEX
7 3 (0.96%) Failover Clustering
7 3 (0.96%) Microsoft Clustering
7 3 (0.96%) Microsoft Intune
8 2 (0.64%) Data Guard
8 2 (0.64%) Opscode Chef
8 2 (0.64%) Oracle Enterprise Manager
8 2 (0.64%) PowerCLI
9 1 (0.32%) AirWatch
9 1 (0.32%) McAfee ePO
9 1 (0.32%) Oracle Identity Manager
9 1 (0.32%) Single Sign-On
Vendors
1 54 (17.31%) Microsoft
2 28 (8.97%) Oracle
3 13 (4.17%) IBM
3 13 (4.17%) SAP
3 13 (4.17%) VMware
4 9 (2.88%) Cisco
5 8 (2.56%) NetApp
6 6 (1.92%) Apple
6 6 (1.92%) EMC
6 6 (1.92%) HP
7 4 (1.28%) Brocade
7 4 (1.28%) Hitachi
8 3 (0.96%) CheckPoint
8 3 (0.96%) Dell
9 2 (0.64%) Citrix
9 2 (0.64%) Google
9 2 (0.64%) IBM Sterling
9 2 (0.64%) Lotus
9 2 (0.64%) McAfee
9 2 (0.64%) Micro Focus