Period
to 12 December 2019

The following table provides summary statistics for permanent job vacancies advertised in West Yorkshire with a requirement for Migration skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Migration over the 6 months to 12 December 2019 with a comparison to the same period in the previous 2 years.

Migration
Yorkshire > West Yorkshire
6 months to
12 Dec 2019
Same period 2018 Same period 2017
Rank 77 111 134
Rank change year-on-year +34 +23 +14
Permanent jobs citing Migration 133 128 143
As % of all permanent IT jobs advertised in West Yorkshire 3.18% 2.48% 2.11%
As % of the Processes & Methodologies category 3.43% 2.70% 2.25%
Number of salaries quoted 109 96 114
West Yorkshire median annual salary £50,000 £42,750 £47,261
Median salary % change year-on-year +16.96% -9.54% +11.20%
10th Percentile £29,200 £30,250 £28,600
90th Percentile £86,800 £74,375 £72,500
Yorkshire median annual salary £47,500 £45,000 £50,000
% change year-on-year +5.56% -10.00% +17.65%

Migration is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in West Yorkshire with a requirement for process or methodology skills.

All Process and Methodology Skills
West Yorkshire
Permanent vacancies with a requirement for process or methodology skills 3,874 4,743 6,360
As % of all permanent IT jobs advertised in West Yorkshire 92.77% 92.08% 93.64%
Number of salaries quoted 3,218 3,939 5,373
West Yorkshire median annual salary £45,000 £44,000 £42,500
Median salary % change year-on-year +2.27% +3.53% -
10th Percentile £27,500 £26,490 £27,500
90th Percentile £70,000 £62,500 £61,250
Yorkshire median annual salary £45,000 £43,000 £42,500
% change year-on-year +4.65% +1.18% +6.25%

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
Salary Trend in West Yorkshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Migration in West Yorkshire.

Salary trend for Migration in West Yorkshire

Migration
Salary Histogram in West Yorkshire

The salary distribution of IT jobs citing Migration in West Yorkshire over the 6 months to 12 December 2019.

Salary histogram for Migration in West Yorkshire

Migration
Job Locations in West Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Migration within the West Yorkshire region over the 6 months to 12 December 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Leeds +40 85 £55,000 +10.00% 24
Bradford +14 15 £55,000 +39.24% 6
Wakefield -5 7 £55,000 +41.94%
Heckmondwike - 5 £27,500 -
Ilkley - 4 £70,000 -
Halifax +6 2 - -
Huddersfield - 2 £46,250 - 3
Dewsbury - 2 £46,250 -
Pudsey - 1 £34,250 -
Migration
Yorkshire

For the 6 months to 12 December 2019, IT 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 permanent job ads across the West Yorkshire region with a requirement for Migration.

1 47 (35.34%) Azure
2 40 (30.08%) Windows
3 37 (27.82%) Microsoft
4 36 (27.07%) AWS
5 30 (22.56%) SQL Server
6 28 (21.05%) Data Centre
7 26 (19.55%) Agile Software Development
8 24 (18.05%) SQL
9 23 (17.29%) Active Directory
10 21 (15.79%) Project Delivery
11 19 (14.29%) Office 365
11 19 (14.29%) Linux
11 19 (14.29%) Finance
11 19 (14.29%) VMware
12 17 (12.78%) DevOps
13 16 (12.03%) Public Sector
13 16 (12.03%) ITIL
13 16 (12.03%) Enterprise Architecture
14 15 (11.28%) Python
14 15 (11.28%) Stakeholder Management
15 14 (10.53%) Google
15 14 (10.53%) Data Migration
15 14 (10.53%) Windows Server
16 13 (9.77%) Infrastructure Engineering
16 13 (9.77%) Change Management
16 13 (9.77%) Business Intelligence
16 13 (9.77%) CRM
16 13 (9.77%) MS Exchange
17 12 (9.02%) Data Warehouse
17 12 (9.02%) OO

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 13 (9.77%) MS Exchange
2 8 (6.02%) CMS
3 5 (3.76%) WordPress
4 4 (3.01%) SharePoint
5 3 (2.26%) BizTalk Server
6 2 (1.50%) Apache Spark
6 2 (1.50%) Sitecore CMS
7 1 (0.75%) Confluence
7 1 (0.75%) IIS
Applications
1 5 (3.76%) Microsoft Office
2 3 (2.26%) Microsoft Excel
Business Applications
1 5 (3.76%) Magento
2 4 (3.01%) Dynamics CRM
Cloud Services
1 47 (35.34%) Azure
2 36 (27.07%) AWS
3 19 (14.29%) Office 365
4 11 (8.27%) IaaS
5 9 (6.77%) GCP
6 7 (5.26%) PaaS
6 7 (5.26%) SaaS
7 5 (3.76%) Azure Active Directory
7 5 (3.76%) Cloud Computing
8 4 (3.01%) AWS CloudFormation
8 4 (3.01%) Power Platform
9 3 (2.26%) OneDrive
10 2 (1.50%) Azure Data Factory
10 2 (1.50%) GitHub
11 1 (0.75%) AWS Elastic Beanstalk
11 1 (0.75%) Azure ExpressRoute
11 1 (0.75%) G Suite
11 1 (0.75%) IBM Cloud
Communications & Networking
1 6 (4.51%) Firewall
1 6 (4.51%) Wi-Fi
2 4 (3.01%) TCP/IP
2 4 (3.01%) WAN
3 3 (2.26%) Internet
3 3 (2.26%) LAN
3 3 (2.26%) SAN
4 2 (1.50%) CTI
4 2 (1.50%) DNS
4 2 (1.50%) HTTP
4 2 (1.50%) Network Security
4 2 (1.50%) SMTP
4 2 (1.50%) VPN
5 1 (0.75%) F5 BIG-IP GTM
5 1 (0.75%) F5 BIG-IP LTM
5 1 (0.75%) NAS
5 1 (0.75%) SSL
5 1 (0.75%) Wireless
Database & Business Intelligence
1 30 (22.56%) SQL Server
2 12 (9.02%) Data Warehouse
3 8 (6.02%) QlikView
4 6 (4.51%) Big Data
4 6 (4.51%) MySQL
5 5 (3.76%) SQL Server 2008
6 4 (3.01%) Power BI
6 4 (3.01%) SQL Server Integration Services
7 3 (2.26%) Amazon RDS
7 3 (2.26%) Azure SQL Database
7 3 (2.26%) HDInsight
7 3 (2.26%) SQL Server 2005
7 3 (2.26%) SQL Server Analysis Services
8 2 (1.50%) Amazon Redshift
8 2 (1.50%) Apache Hive
8 2 (1.50%) Crystal Reports
8 2 (1.50%) Data Lake
8 2 (1.50%) Geospatial Data
8 2 (1.50%) Hadoop
8 2 (1.50%) Relational Database
Development Applications
1 5 (3.76%) Visual Studio Team System
2 4 (3.01%) Jenkins
3 3 (2.26%) Bitbucket
4 2 (1.50%) GitLab
4 2 (1.50%) JIRA
4 2 (1.50%) Team Foundation Server
4 2 (1.50%) Visual Studio
5 1 (0.75%) Git (software)
General
1 19 (14.29%) Finance
2 16 (12.03%) Public Sector
3 10 (7.52%) Manufacturing
4 9 (6.77%) Marketing
5 7 (5.26%) Local Government
6 6 (4.51%) Retail
7 4 (3.01%) Italian Language
8 3 (2.26%) Banking
9 1 (0.75%) Pharmaceutical
Job Titles
1 36 (27.07%) Architect
2 25 (18.80%) Developer
3 18 (13.53%) Consultant
4 14 (10.53%) Solutions Architect
5 11 (8.27%) Cloud Architect
6 9 (6.77%) Business Intelligence Developer
7 8 (6.02%) Support Engineer
8 7 (5.26%) Cloud Solutions Architect
8 7 (5.26%) Head of IT
8 7 (5.26%) Infrastructure Engineer
9 6 (4.51%) Head of Infrastructure
9 6 (4.51%) Head of IT Infrastructure
9 6 (4.51%) Head of Service Management
9 6 (4.51%) PHP Developer
10 5 (3.76%) C# .NET Developer
10 5 (3.76%) Cloud Consultant
10 5 (3.76%) Cloud Engineer
10 5 (3.76%) Enterprise Solutions Architect
10 5 (3.76%) IT Support
10 5 (3.76%) SEO Executive
Libraries, Frameworks & Software Standards
1 11 (8.27%) CSS
1 11 (8.27%) HTML
1 11 (8.27%) jQuery
1 11 (8.27%) Web Services
2 9 (6.77%) Middleware
3 8 (6.02%) .NET
4 5 (3.76%) JSON
5 2 (1.50%) ASP.NET
5 2 (1.50%) RESTful
6 1 (0.75%) React
Miscellaneous
1 28 (21.05%) Data Centre
2 12 (9.02%) Analytical Skills
3 9 (6.77%) Management Information System
4 7 (5.26%) Public Cloud
5 6 (4.51%) Enterprise Cloud
5 6 (4.51%) Enterprise Software
5 6 (4.51%) Learning Management System
6 5 (3.76%) Algorithms
7 4 (3.01%) Cloud Native
8 3 (2.26%) Analytical Mindset
8 3 (2.26%) Hybrid Cloud
9 2 (1.50%) PMI
9 2 (1.50%) Self-Motivation
9 2 (1.50%) User Experience
10 1 (0.75%) Fat Client
10 1 (0.75%) Greenfield Project
10 1 (0.75%) PKI
10 1 (0.75%) Thin Client
10 1 (0.75%) Video Conferencing
Operating Systems
1 40 (30.08%) Windows
2 19 (14.29%) Linux
3 14 (10.53%) Windows Server
4 9 (6.77%) Windows 10
5 6 (4.51%) Unix
6 4 (3.01%) Windows Server 2008
7 3 (2.26%) Windows Server 2012
8 1 (0.75%) CentOS
8 1 (0.75%) Windows 7
Processes & Methodologies
1 26 (19.55%) Agile Software Development
2 21 (15.79%) Project Delivery
3 17 (12.78%) DevOps
4 16 (12.03%) Enterprise Architecture
4 16 (12.03%) ITIL
5 15 (11.28%) Stakeholder Management
6 14 (10.53%) Data Migration
7 13 (9.77%) Business Intelligence
7 13 (9.77%) Change Management
7 13 (9.77%) CRM
7 13 (9.77%) Infrastructure Engineering
8 12 (9.02%) OO
8 12 (9.02%) Service Management
9 11 (8.27%) BDD
9 11 (8.27%) ETL
9 11 (8.27%) Project Management
9 11 (8.27%) SOLID
9 11 (8.27%) TDD
10 10 (7.52%) TOGAF
11 9 (6.77%) Open Source
Programming Languages
1 24 (18.05%) SQL
2 15 (11.28%) Python
3 12 (9.02%) T-SQL
4 8 (6.02%) C#
4 8 (6.02%) PHP
5 7 (5.26%) JavaScript
6 5 (3.76%) PowerShell
7 4 (3.01%) Java
8 3 (2.26%) Ruby
9 2 (1.50%) C
9 2 (1.50%) Perl
9 2 (1.50%) Scala
10 1 (0.75%) C++
10 1 (0.75%) Objective-C
Qualifications
1 8 (6.02%) Microsoft Certification
2 7 (5.26%) MCSE
3 5 (3.76%) Degree
4 3 (2.26%) TOGAF Certification
5 2 (1.50%) MCSA
5 2 (1.50%) PMI Certification
6 1 (0.75%) AWS Certification
6 1 (0.75%) CCNA
6 1 (0.75%) Cisco Certification
6 1 (0.75%) PRINCE2 Practitioner
6 1 (0.75%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 5 (3.76%) GDPR
2 2 (1.50%) ISO/IEC 27001
3 1 (0.75%) Data Quality
3 1 (0.75%) SLA
System Software
1 23 (17.29%) Active Directory
2 9 (6.77%) VMware Infrastructure
3 7 (5.26%) Docker
3 7 (5.26%) Hyper-V
4 4 (3.01%) Virtual Servers
4 4 (3.01%) VMware ESXi
5 3 (2.26%) VMware NSX
6 2 (1.50%) HDFS
7 1 (0.75%) Virtual Machines
7 1 (0.75%) VMware Server
Systems Management
1 11 (8.27%) SCCM
2 6 (4.51%) Microsoft Intune
2 6 (4.51%) SCOM
3 5 (3.76%) Terraform
4 4 (3.01%) Ansible
5 3 (2.26%) Puppet
6 2 (1.50%) CASB
6 2 (1.50%) Kubernetes
6 2 (1.50%) Opscode Chef
6 2 (1.50%) Systems Management Server (SMS)
7 1 (0.75%) Backup Exec
7 1 (0.75%) Norton AntiVirus
7 1 (0.75%) vCenter Server
Vendors
1 37 (27.82%) Microsoft
2 19 (14.29%) VMware
3 14 (10.53%) Google
4 7 (5.26%) Cisco
4 7 (5.26%) Oracle
5 6 (4.51%) Rackspace
5 6 (4.51%) SAP
6 5 (3.76%) Screaming Frog
7 3 (2.26%) Pega
8 2 (1.50%) Avaya
8 2 (1.50%) CloudEndure
8 2 (1.50%) F5
8 2 (1.50%) Genesys
8 2 (1.50%) Mitel
8 2 (1.50%) RedGate
8 2 (1.50%) Sitecore
8 2 (1.50%) Tableau
8 2 (1.50%) Veeam
9 1 (0.75%) Dell Compellent
9 1 (0.75%) NetApp