Period
to 17 July 2019

The following table provides summary statistics for contract job vacancies advertised in Leeds 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 17 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
6 months to
17 Jul 2019
Same period 2018 Same period 2017
Rank 14 62 59
Rank change year-on-year +48 -3 +4
Contract jobs citing Migration 167 99 80
As % of all contract IT jobs advertised in Leeds 8.83% 3.88% 3.71%
As % of the Processes & Methodologies category 10.04% 4.32% 4.16%
Number of daily rates quoted 104 71 53
Leeds median daily rate £475 £415 £375
Median daily rate % change year-on-year +14.53% +10.60% -6.25%
10th Percentile £325 £300 £309
90th Percentile £550 £528 £560
West Yorkshire median daily rate £450 £415 £375
% change year-on-year +8.50% +10.60% -6.25%
Number of hourly rates quoted 10 5 3
Leeds median hourly rate £17.25 £13.00 £15.25
Median hourly rate % change year-on-year +32.69% -14.75% +13.09%
10th Percentile £11.00 £11.17 £12.20
90th Percentile £36.30 £13.00 £16.62
West Yorkshire median hourly rate £13.75 £11.78 £14.56
% change year-on-year +16.72% -19.07% +1.25%

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 Leeds with a requirement for process or methodology skills.

All Process and Methodology Skills
Leeds
Contract vacancies with a requirement for process or methodology skills 1,664 2,293 1,923
As % of all contract IT jobs advertised in Leeds 87.95% 89.89% 89.28%
Number of daily rates quoted 1,159 1,594 1,329
Leeds median daily rate £450 £413 £400
Median daily rate % change year-on-year +9.09% +3.13% -2.44%
10th Percentile £285 £305 £300
90th Percentile £575 £538 £550
West Yorkshire median daily rate £425 £404 £400
% change year-on-year +5.26% +0.94% -
Number of hourly rates quoted 68 47 13
Leeds median hourly rate £19.10 £21.50 £15.25
Median hourly rate % change year-on-year -11.17% +40.98% +22.00%
10th Percentile £12.85 £11.17 £11.78
90th Percentile £35.00 £41.80 £37.43
West Yorkshire median hourly rate £17.50 £17.50 £13.00
% change year-on-year - +34.62% -10.34%

Migration
Job Vacancy Trend in Leeds

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

Job vacancy trend for Migration in Leeds

Migration
Contractor Daily Rate Trend in Leeds

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

Contractor daily rate trend for Migration in Leeds

Migration
Contractor Daily Rate Histogram in Leeds

The daily rate distribution of IT jobs citing Migration in Leeds over the 6 months to 17 July 2019.

Contractor daily rate histogram for Migration in Leeds

Migration
Contractor Hourly Rate Trend in Leeds

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

Contractor hourly rate trend for Migration in Leeds

Migration
Contractor Hourly Rate Histogram in Leeds

The hourly rate distribution of IT jobs citing Migration in Leeds over the 6 months to 17 July 2019.

Contractor hourly rate histogram for Migration in Leeds

For the 6 months to 17 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 Leeds region with a requirement for Migration.

1 37 (22.16%) Data Migration
2 32 (19.16%) SQL
3 30 (17.96%) Microsoft
4 29 (17.37%) Windows
4 29 (17.37%) Microsoft Azure
5 28 (16.77%) Amazon AWS
6 27 (16.17%) Active Directory
7 26 (15.57%) Office 365
8 25 (14.97%) Agile Software Development
9 24 (14.37%) Finance
9 24 (14.37%) Windows 10
10 20 (11.98%) QA
11 18 (10.78%) Data Modelling
11 18 (10.78%) Stakeholder Management
12 17 (10.18%) SQL Server Integration Services
12 17 (10.18%) Oracle
13 16 (9.58%) ETL
14 15 (8.98%) Java
15 13 (7.78%) SQL Server
15 13 (7.78%) SharePoint
15 13 (7.78%) ERP
15 13 (7.78%) Microsoft Excel
15 13 (7.78%) Data Centre
16 12 (7.19%) Skype
16 12 (7.19%) Skype for Business
16 12 (7.19%) Security Cleared
16 12 (7.19%) ITIL
16 12 (7.19%) MS Exchange
16 12 (7.19%) .NET
16 12 (7.19%) Web Services

Migration
Co-occurring IT Skills in Leeds 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 13 (7.78%) SharePoint
2 12 (7.19%) MS Exchange
2 12 (7.19%) Skype for Business
3 7 (4.19%) CMS
3 7 (4.19%) Exchange Server 2010
4 5 (2.99%) SharePoint 2013
5 4 (2.40%) WebSphere
6 3 (1.80%) Apache ServiceMix
6 3 (1.80%) Confluence
7 2 (1.20%) IIS
8 1 (0.60%) Apache Solr
8 1 (0.60%) Apache Spark
8 1 (0.60%) Drupal
8 1 (0.60%) Exchange Server 2013
8 1 (0.60%) Jadu
8 1 (0.60%) OpenStack
8 1 (0.60%) SAS
8 1 (0.60%) TYPO3
8 1 (0.60%) WebLogic
8 1 (0.60%) WordPress
Applications
1 13 (7.78%) Microsoft Excel
2 8 (4.79%) Microsoft Office
3 2 (1.20%) Microsoft PowerPoint
3 2 (1.20%) Microsoft Project
3 2 (1.20%) MS Visio
3 2 (1.20%) Photoshop
3 2 (1.20%) Spreadsheet
Business Applications
1 5 (2.99%) Dynamics AX
1 5 (2.99%) Oracle Procure-to-Pay
2 2 (1.20%) Dynamics CRM
2 2 (1.20%) JDE World
3 1 (0.60%) Fredhopper
3 1 (0.60%) Primavera
Cloud Services
1 29 (17.37%) Microsoft Azure
2 28 (16.77%) Amazon AWS
3 26 (15.57%) Office 365
4 9 (5.39%) Dynamics 365
4 9 (5.39%) SaaS
5 8 (4.79%) IaaS
5 8 (4.79%) PaaS
6 6 (3.59%) Azure Active Directory
6 6 (3.59%) Google Cloud Platform
7 5 (2.99%) GitHub
7 5 (2.99%) Power Platform
8 4 (2.40%) AWS CloudFormation
8 4 (2.40%) Cloud Computing
9 2 (1.20%) Heroku
9 2 (1.20%) iPaaS
9 2 (1.20%) OneDrive
9 2 (1.20%) Yammer
10 1 (0.60%) Amazon CloudWatch
10 1 (0.60%) Mimecast
10 1 (0.60%) Virtual Private Cloud
Communications & Networking
1 12 (7.19%) Skype
2 4 (2.40%) DNS
3 3 (1.80%) SSL
4 2 (1.20%) Firewall
4 2 (1.20%) LAN
4 2 (1.20%) Network Security
4 2 (1.20%) VoIP
4 2 (1.20%) WAN
4 2 (1.20%) ZigBee
5 1 (0.60%) Cisco ASA
5 1 (0.60%) Cisco ISE
5 1 (0.60%) DHCP
5 1 (0.60%) ISDN
5 1 (0.60%) MPLS
5 1 (0.60%) Unified Communications
5 1 (0.60%) VPN
5 1 (0.60%) Wi-Fi
5 1 (0.60%) Wireless
5 1 (0.60%) WLAN
Database & Business Intelligence
1 17 (10.18%) SQL Server Integration Services
2 13 (7.78%) SQL Server
3 9 (5.39%) SQL Server Reporting Services
4 8 (4.79%) Data Warehouse
4 8 (4.79%) Relational Database
5 7 (4.19%) PostgreSQL
6 6 (3.59%) Amazon RDS
6 6 (3.59%) RDBMS
7 5 (2.99%) NoSQL
7 5 (2.99%) Power BI
7 5 (2.99%) SQL Server 2014
8 4 (2.40%) Big Data
8 4 (2.40%) SQL Server Analysis Services
9 3 (1.80%) MS Access
9 3 (1.80%) Oracle Reports
9 3 (1.80%) PowerPivot
10 2 (1.20%) Crystal Reports
10 2 (1.20%) Oracle Database
11 1 (0.60%) Amazon DynamoDB
11 1 (0.60%) SQL Server 2012
Development Applications
1 10 (5.99%) Jenkins
2 8 (4.79%) Git (software)
3 7 (4.19%) JIRA
4 6 (3.59%) Mockito
4 6 (3.59%) Team Foundation Server
5 4 (2.40%) Maven
6 3 (1.80%) Cucumber
6 3 (1.80%) Selenium
6 3 (1.80%) SoapUI
7 2 (1.20%) GitLab
7 2 (1.20%) Visual Studio
8 1 (0.60%) MSBuild
8 1 (0.60%) Octopus Deploy
8 1 (0.60%) ProC
8 1 (0.60%) SQL Server Management Studio (SSMS)
8 1 (0.60%) Visual Studio Team System
8 1 (0.60%) WebDriver
General
1 24 (14.37%) Finance
2 12 (7.19%) Retail
3 3 (1.80%) Banking
4 1 (0.60%) Back Office
4 1 (0.60%) Games
4 1 (0.60%) Investment Banking
4 1 (0.60%) Retail Banking
4 1 (0.60%) Telecoms
Job Titles
1 30 (17.96%) Architect
2 19 (11.38%) Developer
3 17 (10.18%) Analyst
4 15 (8.98%) Project Manager
5 13 (7.78%) Cloud Architect
6 11 (6.59%) Consultant
7 10 (5.99%) Solutions Architect
8 8 (4.79%) AWS Architect
8 8 (4.79%) Azure Architect
8 8 (4.79%) Business Analyst
8 8 (4.79%) DBA
8 8 (4.79%) Office 365 Engineer
8 8 (4.79%) Systems Engineer
8 8 (4.79%) Windows Engineer
9 7 (4.19%) Exchange Engineer
9 7 (4.19%) Support Officer
10 6 (3.59%) Messaging Engineer
10 6 (3.59%) PostgreSQL DBA
10 6 (3.59%) SQL Developer
11 5 (2.99%) IronPort Engineer
Libraries, Frameworks & Software Standards
1 12 (7.19%) .NET
1 12 (7.19%) Web Services
2 11 (6.59%) Spring
3 7 (4.19%) Hibernate
4 6 (3.59%) REST
5 5 (2.99%) SOAP
6 4 (2.40%) CSS
6 4 (2.40%) Spring MVC
7 3 (1.80%) ActiveMQ
7 3 (1.80%) Apache Camel
7 3 (1.80%) Drools
7 3 (1.80%) HTML
7 3 (1.80%) Node.js
7 3 (1.80%) OpenID
7 3 (1.80%) Oracle Fusion
8 2 (1.20%) Express
8 2 (1.20%) IBM Integration Bus
8 2 (1.20%) Kafka
8 2 (1.20%) Sass
8 2 (1.20%) Twitter Bootstrap
Miscellaneous
1 13 (7.78%) Data Centre
2 8 (4.79%) Greenfield Project
3 7 (4.19%) NHS
4 5 (2.99%) Analytical Skills
4 5 (2.99%) Driving Licence
5 4 (2.40%) Public Cloud
5 4 (2.40%) User Experience
6 3 (1.80%) Cloud Native
6 3 (1.80%) Clustering
6 3 (1.80%) CMDB
6 3 (1.80%) Private Cloud
6 3 (1.80%) Smart Meter
7 2 (1.20%) Data Structures
7 2 (1.20%) Management Information System
7 2 (1.20%) Reference Data
7 2 (1.20%) Self-Motivation
8 1 (0.60%) EPoS
8 1 (0.60%) Hybrid Cloud
8 1 (0.60%) Mobile App
8 1 (0.60%) Smartphone
Operating Systems
1 29 (17.37%) Windows
2 24 (14.37%) Windows 10
3 4 (2.40%) Windows Server
3 4 (2.40%) Windows Server 2012
4 3 (1.80%) Windows Server 2008
5 2 (1.20%) Linux
5 2 (1.20%) Windows 7
6 1 (0.60%) Android
6 1 (0.60%) Windows XP
Processes & Methodologies
1 37 (22.16%) Data Migration
2 25 (14.97%) Agile Software Development
3 18 (10.78%) Data Modelling
3 18 (10.78%) Stakeholder Management
4 16 (9.58%) ETL
5 13 (7.78%) ERP
6 12 (7.19%) ITIL
6 12 (7.19%) Project Management
7 11 (6.59%) DevOps
8 10 (5.99%) Data Analysis
8 10 (5.99%) User Acceptance Testing
8 10 (5.99%) Waterfall
9 9 (5.39%) Enterprise Architecture
9 9 (5.39%) PRINCE2
9 9 (5.39%) Technology Roadmap
10 8 (4.79%) Data Management
10 8 (4.79%) MVC
10 8 (4.79%) Scrum
11 7 (4.19%) Change Management
11 7 (4.19%) Unit Testing
Programming Languages
1 32 (19.16%) SQL
2 15 (8.98%) Java
3 10 (5.99%) JavaScript
4 9 (5.39%) PowerShell
4 9 (5.39%) T-SQL
5 7 (4.19%) C#
6 6 (3.59%) PL/SQL
6 6 (3.59%) Python
7 4 (2.40%) Java 8
7 4 (2.40%) VBA
8 2 (1.20%) Bash Shell
8 2 (1.20%) PHP
8 2 (1.20%) R
8 2 (1.20%) RPG
8 2 (1.20%) Scala
9 1 (0.60%) Perl
9 1 (0.60%) PROC SQL
9 1 (0.60%) XAML
Qualifications
1 12 (7.19%) Security Cleared
2 4 (2.40%) Degree
3 3 (1.80%) ITIL Certification
3 3 (1.80%) PMP
4 2 (1.20%) BPSS Clearance
4 2 (1.20%) Master's Degree
4 2 (1.20%) MCSE
4 2 (1.20%) Microsoft Certification
4 2 (1.20%) PRINCE2 Certification
5 1 (0.60%) CCIE
5 1 (0.60%) CCIE Routing and Switching
5 1 (0.60%) CCNP
5 1 (0.60%) Cisco Certification
5 1 (0.60%) CISSP
5 1 (0.60%) GIAC
5 1 (0.60%) MCSA
5 1 (0.60%) SC Cleared
Quality Assurance & Compliance
1 20 (11.98%) QA
2 8 (4.79%) Data Quality
3 6 (3.59%) SLA
4 2 (1.20%) ISO/IEC 20000
4 2 (1.20%) PMO
4 2 (1.20%) WCAG
5 1 (0.60%) 21 CFR Part 11
5 1 (0.60%) GDPR
System Software
1 27 (16.17%) Active Directory
2 8 (4.79%) Docker
3 4 (2.40%) VMware Infrastructure
3 4 (2.40%) vSphere
4 1 (0.60%) Virtual Machines
4 1 (0.60%) VMware ESXi
Systems Management
1 9 (5.39%) Kubernetes
2 6 (3.59%) SCCM
3 4 (2.40%) Opscode Chef
3 4 (2.40%) Terraform
4 3 (1.80%) SCOM
5 2 (1.20%) Ansible
5 2 (1.20%) Puppet
5 2 (1.20%) Rancher
5 2 (1.20%) Single Sign-On
6 1 (0.60%) Microsoft Intune
6 1 (0.60%) vCenter Server
Vendors
1 30 (17.96%) Microsoft
2 17 (10.18%) Oracle
3 9 (5.39%) VMware
4 7 (4.19%) Cisco
5 6 (3.59%) Google
5 6 (3.59%) Tableau
6 5 (2.99%) IronPort
6 5 (2.99%) SAP
7 3 (1.80%) ForgeRock
7 3 (1.80%) HP
7 3 (1.80%) Splunk
8 2 (1.20%) F5
8 2 (1.20%) IBM
8 2 (1.20%) JD Edwards
8 2 (1.20%) ServiceNow
9 1 (0.60%) Adobe
9 1 (0.60%) Apple
9 1 (0.60%) Civica
9 1 (0.60%) Red Hat
9 1 (0.60%) Symantec