Period
to 23 April 2018

The following table provides summary statistics for contract job vacancies advertised in West 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 23 April 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
Yorkshire > West Yorkshire
6 months to
23 Apr 2018
Same period 2017 Same period 2016
Rank 43 42 31
Rank change year-on-year -1 -11 +12
Contract jobs citing Migration 167 123 207
As % of all contract IT jobs advertised in West Yorkshire 5.00% 4.39% 5.21%
As % of the Processes & Methodologies category 5.75% 5.09% 6.09%
Number of daily rates quoted 126 79 126
West Yorkshire median daily rate £407 £375 £425
Median daily rate % change year-on-year +8.63% -11.76% +7.32%
10th Percentile £281 £175 £308
90th Percentile £555 £575 £581
Yorkshire median daily rate £390 £363 £400
% change year-on-year +7.59% -9.38% +6.67%
Number of hourly rates quoted 12 8 17
West Yorkshire median hourly rate £13.00 £15.56 £19.50
Median hourly rate % change year-on-year -16.43% -20.23% -20.41%
10th Percentile £9.12 £12.44 £11.38
90th Percentile £19.76 £24.85 £30.90
Yorkshire median hourly rate £15.00 £15.25 £15.25
% change year-on-year -1.64% - -12.86%

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 West Yorkshire with a requirement for process or methodology skills.

All Process and Methodology Skills
West Yorkshire
Contract vacancies with a requirement for process or methodology skills 2,905 2,418 3,399
As % of all contract IT jobs advertised in West Yorkshire 86.98% 86.23% 85.51%
Number of daily rates quoted 1,951 1,616 2,332
West Yorkshire median daily rate £400 £400 £400
10th Percentile £280 £275 £279
90th Percentile £538 £563 £575
Yorkshire median daily rate £400 £400 £400
Number of hourly rates quoted 80 49 78
West Yorkshire median hourly rate £17.50 £13.50 £15.50
Median hourly rate % change year-on-year +29.63% -12.90% -11.43%
10th Percentile £9.81 £8.41 £10.20
90th Percentile £40.00 £32.85 £24.25
Yorkshire median hourly rate £19.03 £13.75 £15.38
% change year-on-year +38.40% -10.60% -7.41%

Migration
Job Vacancy Trend in West Yorkshire

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

Job vacancy trend for Migration in West Yorkshire

Migration
Contractor Daily Rate Trend in West Yorkshire

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

Contractor daily rate trend for Migration in West Yorkshire

Migration
Contractor Daily Rate Histogram in West Yorkshire

The daily rate distribution of IT jobs citing Migration in West Yorkshire over the 6 months to 23 April 2018.

Contractor daily rate histogram for Migration in West Yorkshire

Migration
Contractor Hourly Rate Trend in West Yorkshire

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

Contractor hourly rate trend for Migration in West Yorkshire

Migration
Contract Job Locations in West 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 West Yorkshire region over the 6 months to 23 April 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
Leeds +4 116 £425 +13.33% 6
Bradford +11 20 £450 +45.16% 2
Halifax +2 15 £351 -15.49% 1
Wakefield -3 4 £373 +6.43% 1
Huddersfield -4 2 £275 -33.33% 1
Pudsey 0 1 £475 +11.76%
Wetherby - 1 - -
Pontefract - 1 - -
Migration
Yorkshire

For the 6 months to 23 April 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 West Yorkshire region with a requirement for Migration.

1 49 (29.34%) Data Migration
2 34 (20.36%) Finance
3 29 (17.37%) Windows
4 26 (15.57%) Microsoft
5 23 (13.77%) Agile Software Development
6 22 (13.17%) Stakeholder Management
7 16 (9.58%) SQL
7 16 (9.58%) Banking
7 16 (9.58%) Windows 10
8 15 (8.98%) Microsoft Azure
8 15 (8.98%) ETL
9 14 (8.38%) SQL Server
9 14 (8.38%) Project Management
9 14 (8.38%) Windows 7
10 13 (7.78%) Active Directory
11 12 (7.19%) Data Warehouse
11 12 (7.19%) SAP
11 12 (7.19%) User Acceptance Testing
11 12 (7.19%) Time Management
11 12 (7.19%) DevOps
12 11 (6.59%) Data Centre
13 10 (5.99%) PowerShell
13 10 (5.99%) Amazon AWS
13 10 (5.99%) NoSQL
13 10 (5.99%) Data Quality
14 9 (5.39%) SuccessFactors
14 9 (5.39%) Data Transformation
14 9 (5.39%) Relational Database
14 9 (5.39%) Office 365
14 9 (5.39%) Git (software)

Migration
Co-occurring IT Skills in West 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 (4.19%) SharePoint
2 6 (3.59%) MS Exchange
3 3 (1.80%) Apache Spark
3 3 (1.80%) Exchange Server 2003
3 3 (1.80%) IBM Notes
3 3 (1.80%) SAS
3 3 (1.80%) SharePoint 2013
4 2 (1.20%) ColdFusion
4 2 (1.20%) Confluence
4 2 (1.20%) Exchange Server 2007
4 2 (1.20%) Tomcat
5 1 (0.60%) IBM Domino
5 1 (0.60%) JBoss
5 1 (0.60%) NetWeaver
5 1 (0.60%) SharePoint 2010
5 1 (0.60%) Skype for Business
5 1 (0.60%) WebSphere
Applications
1 6 (3.59%) Microsoft Excel
2 4 (2.40%) Microsoft Office
3 3 (1.80%) Microsoft PowerPoint
4 2 (1.20%) MS Visio
5 1 (0.60%) Microsoft Project
Business Applications
1 3 (1.80%) SAP S/4HANA
2 2 (1.20%) Dynamics CRM
2 2 (1.20%) SAP HR
2 2 (1.20%) SAP Payroll
3 1 (0.60%) Magento
3 1 (0.60%) Oracle EBS
3 1 (0.60%) Oracle EBS R12
3 1 (0.60%) Oracle Financials
3 1 (0.60%) Oracle Manufacturing
3 1 (0.60%) Salesforce.com CRM
3 1 (0.60%) SAP MDM
3 1 (0.60%) SAP MM
3 1 (0.60%) SAP R/3
Cloud Services
1 15 (8.98%) Microsoft Azure
2 10 (5.99%) Amazon AWS
3 9 (5.39%) Office 365
3 9 (5.39%) SuccessFactors
4 6 (3.59%) IaaS
4 6 (3.59%) PaaS
5 3 (1.80%) Dynamics 365
6 2 (1.20%) OneDrive
6 2 (1.20%) Trello
7 1 (0.60%) Azure Active Directory
7 1 (0.60%) Dropbox
7 1 (0.60%) Salesforce Sales Cloud
Communications & Networking
1 6 (3.59%) Firewall
2 4 (2.40%) Cisco ASA
3 3 (1.80%) SAN
4 2 (1.20%) BGP
4 2 (1.20%) Cisco Nexus
4 2 (1.20%) Cisco PIX
4 2 (1.20%) EIGRP
4 2 (1.20%) LAN
4 2 (1.20%) Network Security
4 2 (1.20%) SMS
4 2 (1.20%) Spanning Tree
4 2 (1.20%) VPN
4 2 (1.20%) WAN
4 2 (1.20%) Wireless
5 1 (0.60%) MPLS
5 1 (0.60%) NAS
5 1 (0.60%) Skype
5 1 (0.60%) Wireshark
Database & Business Intelligence
1 14 (8.38%) SQL Server
2 12 (7.19%) Data Warehouse
3 10 (5.99%) NoSQL
4 9 (5.39%) Relational Database
5 8 (4.79%) SQL Server Integration Services
6 7 (4.19%) MongoDB
7 5 (2.99%) MySQL
7 5 (2.99%) PostgreSQL
7 5 (2.99%) SQL Server Reporting Services
8 4 (2.40%) Informix
8 4 (2.40%) SQL Server 2008
9 3 (1.80%) Apache Hive
9 3 (1.80%) Hadoop
9 3 (1.80%) HBase
9 3 (1.80%) Pentaho
10 2 (1.20%) Big Data
10 2 (1.20%) Oracle Database
10 2 (1.20%) SQL Server 2012
10 2 (1.20%) SQL Server 2016
10 2 (1.20%) SQL Server Analysis Services
Development Applications
1 9 (5.39%) Git (software)
2 7 (4.19%) Psake
2 7 (4.19%) Subversion
3 6 (3.59%) TeamCity
4 4 (2.40%) JIRA
5 3 (1.80%) Jenkins
6 2 (1.20%) LSMW
6 2 (1.20%) Redmine
6 2 (1.20%) Visual Studio
6 2 (1.20%) Visual Studio Team System
7 1 (0.60%) HP UFT
7 1 (0.60%) MSTest
7 1 (0.60%) Selenium
7 1 (0.60%) SQL Server Management Studio (SSMS)
7 1 (0.60%) Team Foundation Server
7 1 (0.60%) VersaTest
General
1 34 (20.36%) Finance
2 16 (9.58%) Banking
3 9 (5.39%) Retail Banking
4 6 (3.59%) Retail
5 2 (1.20%) Marketing
6 1 (0.60%) Automotive
6 1 (0.60%) Manufacturing
6 1 (0.60%) Spanish Language
Job Titles
1 30 (17.96%) Analyst
2 19 (11.38%) Developer
3 17 (10.18%) Consultant
4 16 (9.58%) Project Manager
5 14 (8.38%) Business Analyst
6 11 (6.59%) Desktop Support
7 10 (5.99%) Data Analyst
7 10 (5.99%) DevOps Engineer
8 9 (5.39%) Architect
8 9 (5.39%) Desktop Engineer
9 8 (4.79%) Data Engineer
9 8 (4.79%) DBA
10 7 (4.19%) Migration Analyst
10 7 (4.19%) SQL Developer
10 7 (4.19%) Test Manager
11 6 (3.59%) Business Manager
11 6 (3.59%) Data Migration Analyst
11 6 (3.59%) ETL Developer
11 6 (3.59%) Migration Consultant
12 5 (2.99%) Solutions Architect
Libraries, Frameworks & Software Standards
1 5 (2.99%) HTML
2 4 (2.40%) Node.js
3 3 (1.80%) Kafka
3 3 (1.80%) ODBC
3 3 (1.80%) RESTful
4 2 (1.20%) CSS
4 2 (1.20%) Spring
4 2 (1.20%) Web Services
5 1 (0.60%) .NET
5 1 (0.60%) AngularJS
5 1 (0.60%) ASP.NET
5 1 (0.60%) Hibernate
5 1 (0.60%) J2EE
5 1 (0.60%) Java EE
5 1 (0.60%) JAX-RS
5 1 (0.60%) jQuery
5 1 (0.60%) JSON
5 1 (0.60%) LAMP
5 1 (0.60%) SAP Basis
5 1 (0.60%) XML
Miscellaneous
1 11 (6.59%) Data Centre
2 6 (3.59%) Analytical Skills
3 5 (2.99%) Mainframe
4 4 (2.40%) AS400
4 4 (2.40%) Management Information System
5 2 (1.20%) iSeries
5 2 (1.20%) Robotics
5 2 (1.20%) Self-Motivation
6 1 (0.60%) Cyberattack
6 1 (0.60%) FMCG
6 1 (0.60%) Mobile App
6 1 (0.60%) NHS
6 1 (0.60%) Social Media
6 1 (0.60%) User Experience
Operating Systems
1 29 (17.37%) Windows
2 16 (9.58%) Windows 10
3 14 (8.38%) Windows 7
4 7 (4.19%) Windows XP
5 4 (2.40%) Linux
5 4 (2.40%) Unix
6 3 (1.80%) Windows Server 2008
6 3 (1.80%) Windows Server 2012
7 2 (1.20%) Windows Server
8 1 (0.60%) CentOS
8 1 (0.60%) Windows 8
Processes & Methodologies
1 49 (29.34%) Data Migration
2 23 (13.77%) Agile Software Development
3 22 (13.17%) Stakeholder Management
4 15 (8.98%) ETL
5 14 (8.38%) Project Management
6 12 (7.19%) DevOps
6 12 (7.19%) Time Management
6 12 (7.19%) User Acceptance Testing
7 9 (5.39%) Data Transformation
8 8 (4.79%) Business Intelligence
8 8 (4.79%) Data Analysis
9 7 (4.19%) Break/Fix
9 7 (4.19%) ITIL
10 6 (3.59%) PRINCE2
10 6 (3.59%) Problem-Solving
11 5 (2.99%) Business Analysis
11 5 (2.99%) Data Management
11 5 (2.99%) Data Modelling
11 5 (2.99%) ERP
11 5 (2.99%) System Integration Testing
Programming Languages
1 16 (9.58%) SQL
2 10 (5.99%) PowerShell
3 8 (4.79%) Python
4 6 (3.59%) Java
4 6 (3.59%) T-SQL
5 3 (1.80%) JavaScript
5 3 (1.80%) PHP
6 2 (1.20%) ABAP
6 2 (1.20%) RPG
6 2 (1.20%) RPG IV
7 1 (0.60%) Bash Shell
7 1 (0.60%) PHP 7
7 1 (0.60%) PL/SQL
7 1 (0.60%) VB.NET
Qualifications
1 4 (2.40%) Cisco Certification
2 3 (1.80%) SC Cleared
2 3 (1.80%) Security Cleared
3 2 (1.20%) CCNP
3 2 (1.20%) CCSA
3 2 (1.20%) CCSP
3 2 (1.20%) CEH
3 2 (1.20%) Microsoft Certification
4 1 (0.60%) MCSA
4 1 (0.60%) MCSE
Quality Assurance & Compliance
1 10 (5.99%) Data Quality
2 7 (4.19%) GDPR
3 2 (1.20%) SLA
4 1 (0.60%) P3O
4 1 (0.60%) PMO
4 1 (0.60%) QA
System Software
1 13 (7.78%) Active Directory
2 3 (1.80%) Docker
3 1 (0.60%) VMware Infrastructure
3 1 (0.60%) vSphere
Systems Management
1 8 (4.79%) Terraform
2 2 (1.20%) Kubernetes
2 2 (1.20%) SCCM
3 1 (0.60%) Data Guard
3 1 (0.60%) HP ALM
3 1 (0.60%) HP Quality Center
3 1 (0.60%) Mesos
3 1 (0.60%) Puppet
3 1 (0.60%) Rancher
Vendors
1 26 (15.57%) Microsoft
2 12 (7.19%) SAP
3 9 (5.39%) Oracle
4 5 (2.99%) Cisco
5 3 (1.80%) IBM
5 3 (1.80%) Informatica
5 3 (1.80%) Lotus
5 3 (1.80%) Talend
6 2 (1.20%) Avature
6 2 (1.20%) CheckPoint
6 2 (1.20%) HP
7 1 (0.60%) Adobe
7 1 (0.60%) Atlassian
7 1 (0.60%) Citrix
7 1 (0.60%) Ivanti
7 1 (0.60%) Salesforce.com
7 1 (0.60%) Splunk
7 1 (0.60%) VMware
7 1 (0.60%) WatchGuard