Period
to 7 April 2020

The following table provides summary statistics for permanent job vacancies advertised in 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 7 April 2020 with a comparison to the same period in the previous 2 years.

Migration
England > Yorkshire
6 months to
7 Apr 2020
Same period 2019 Same period 2018
Rank 78 93 111
Rank change year-on-year +15 +18 +25
Permanent jobs citing Migration 191 231 263
As % of all permanent jobs advertised in Yorkshire 3.30% 3.12% 2.52%
As % of the Processes & Methodologies category 3.62% 3.39% 2.71%
Number of salaries quoted 150 189 233
Median annual salary £50,000 £50,000 £50,000
10th Percentile £29,250 £32,500 £31,250
90th Percentile £77,275 £75,950 £80,000
England median annual salary £65,000 £60,000 £60,000
% change year-on-year +8.33% - +14.29%

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 Yorkshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Yorkshire
Permanent vacancies with a requirement for process or methodology skills 5,269 6,822 9,711
As % of all permanent IT jobs advertised in Yorkshire 91.16% 92.26% 92.94%
Number of salaries quoted 4,368 5,598 8,287
Median annual salary £45,000 £42,500 £42,500
Median salary % change year-on-year +5.88% - +2.41%
10th Percentile £27,500 £26,250 £26,250
90th Percentile £70,000 £63,750 £60,000
England median annual salary £55,000 £52,500 £50,000
% change year-on-year +4.76% +5.00% +1.01%

Migration
Job Vacancy Trend in Yorkshire

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

Job vacancy trend for Migration in Yorkshire

Migration
Salary Trend in Yorkshire

3-month moving average salary quoted in jobs citing Migration in Yorkshire.

Salary trend for Migration in Yorkshire

Migration
Salary Histogram in Yorkshire

Salary distribution for jobs citing Migration in Yorkshire over the 6 months to 7 April 2020.

Salary histogram for Migration in Yorkshire

Migration
Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Migration within the Yorkshire region over the 6 months to 7 April 2020. 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
West Yorkshire -3 125 £50,000 - 14
North Yorkshire +72 51 £45,000 +20.00% 5
South Yorkshire -3 12 £47,500 -10.80% 6
East Yorkshire - 3 £80,000 -
Migration
England

For the 6 months to 7 April 2020, 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 Yorkshire region with a requirement for Migration.

1 89 (46.60%) Azure
2 59 (30.89%) Windows
3 57 (29.84%) Microsoft
4 44 (23.04%) AWS
5 43 (22.51%) Agile Software Development
6 38 (19.90%) SQL
6 38 (19.90%) Data Centre
7 33 (17.28%) DevOps
7 33 (17.28%) Puppet
8 32 (16.75%) Linux
9 31 (16.23%) VMware
9 31 (16.23%) Office 365
9 31 (16.23%) Terraform
10 30 (15.71%) Finance
10 30 (15.71%) Active Directory
11 27 (14.14%) PowerShell
11 27 (14.14%) VMware Infrastructure
12 26 (13.61%) Data Warehouse
13 25 (13.09%) Infrastructure Engineering
14 24 (12.57%) Windows Server
15 23 (12.04%) Project Management
15 23 (12.04%) Retail
16 22 (11.52%) Python
16 22 (11.52%) Continuous Integration
16 22 (11.52%) Project Delivery
17 19 (9.95%) Test Automation
18 18 (9.42%) Data Migration
18 18 (9.42%) Docker
18 18 (9.42%) Kubernetes
18 18 (9.42%) ITIL

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 7 (3.66%) SharePoint
2 4 (2.09%) MS Exchange
3 3 (1.57%) Apache Spark
3 3 (1.57%) CMS
3 3 (1.57%) Confluence
4 2 (1.05%) Exchange Server 2013
4 2 (1.05%) WordPress
5 1 (0.52%) Appian
5 1 (0.52%) Drupal
5 1 (0.52%) SAS
Applications
1 5 (2.62%) Microsoft Excel
1 5 (2.62%) Microsoft Office
2 4 (2.09%) Microsoft PowerPoint
3 2 (1.05%) MS Visio
Business Applications
1 2 (1.05%) Magento
2 1 (0.52%) Dynamics CRM
Cloud Services
1 89 (46.60%) Azure
2 44 (23.04%) AWS
3 31 (16.23%) Office 365
4 15 (7.85%) AWS CloudFormation
4 15 (7.85%) IaaS
5 12 (6.28%) PaaS
6 11 (5.76%) Power Platform
7 10 (5.24%) Azure Data Factory
7 10 (5.24%) GCP
8 8 (4.19%) Azure ExpressRoute
9 7 (3.66%) Azure Stack
10 4 (2.09%) Azure Active Directory
10 4 (2.09%) SaaS
11 3 (1.57%) GitHub
11 3 (1.57%) OneDrive
12 2 (1.05%) Amazon EC2
12 2 (1.05%) G Suite
13 1 (0.52%) Amazon S3
13 1 (0.52%) Amazon SQS
13 1 (0.52%) CloudFront
Communications & Networking
1 17 (8.90%) VPN
2 16 (8.38%) Firewall
3 13 (6.81%) DNS
4 10 (5.24%) WAN
5 9 (4.71%) F5 BIG-IP LTM
6 8 (4.19%) BGP
6 8 (4.19%) Cisco ASA
6 8 (4.19%) Cisco IOS
6 8 (4.19%) Cisco ISE
6 8 (4.19%) DHCP
6 8 (4.19%) Fibre Channel
6 8 (4.19%) Junos
6 8 (4.19%) NetScaler
6 8 (4.19%) NX-OS
6 8 (4.19%) OSPF
6 8 (4.19%) SAN
6 8 (4.19%) VPLS
6 8 (4.19%) WLAN
7 6 (3.14%) TCP/IP
8 5 (2.62%) SMTP
Database & Business Intelligence
1 26 (13.61%) Data Warehouse
2 16 (8.38%) SQL Server
3 11 (5.76%) Azure SQL Database
3 11 (5.76%) Power BI
4 8 (4.19%) Azure SQL Data Warehouse
5 5 (2.62%) SQL Server Integration Services
5 5 (2.62%) SQL Server Reporting Services
6 4 (2.09%) Big Data
6 4 (2.09%) Data Lake
6 4 (2.09%) MySQL
6 4 (2.09%) Relational Database
6 4 (2.09%) WebFOCUS
7 3 (1.57%) SQL Server 2005
8 2 (1.05%) Amazon RDS
8 2 (1.05%) RDBMS
8 2 (1.05%) Snowflake Schema
8 2 (1.05%) SQL Server Analysis Services
9 1 (0.52%) NoSQL
9 1 (0.52%) SQL Server 2008
9 1 (0.52%) SQL Server 2012
Development Applications
1 14 (7.33%) Git (software)
2 5 (2.62%) Jenkins
3 4 (2.09%) Bitbucket
3 4 (2.09%) JIRA
4 3 (1.57%) GitLab
4 3 (1.57%) Visual Studio
5 2 (1.05%) Visual Studio Team System
6 1 (0.52%) DbUnit
6 1 (0.52%) JMeter
6 1 (0.52%) jMock
6 1 (0.52%) JUnit
6 1 (0.52%) LoadRunner
6 1 (0.52%) Maven
6 1 (0.52%) Mockito
6 1 (0.52%) SonarQube
6 1 (0.52%) SQL Server Management Studio (SSMS)
6 1 (0.52%) Team Foundation Server
General
1 30 (15.71%) Finance
2 23 (12.04%) Retail
3 14 (7.33%) Public Sector
4 6 (3.14%) Italian Language
5 5 (2.62%) Marketing
5 5 (2.62%) Telecoms
6 3 (1.57%) Financial Institution
7 2 (1.05%) Law
7 2 (1.05%) Local Government
7 2 (1.05%) Manufacturing
Job Titles
1 33 (17.28%) Architect
2 20 (10.47%) Consultant
3 17 (8.90%) Platform Engineer
4 16 (8.38%) Project Manager
5 13 (6.81%) Solutions Architect
6 12 (6.28%) AWS Engineer
6 12 (6.28%) Infrastructure Engineer
7 11 (5.76%) Developer
8 10 (5.24%) Data Manager
8 10 (5.24%) Operations Manager
9 9 (4.71%) Infrastructure Specialist
10 8 (4.19%) Azure Engineer
10 8 (4.19%) Cloud Architect
10 8 (4.19%) Cloud Engineer
10 8 (4.19%) Office 365 Consultant
11 7 (3.66%) Head of IT
11 7 (3.66%) IT Manager
11 7 (3.66%) Network Infrastructure Engineer
12 6 (3.14%) Head of Service Management
12 6 (3.14%) Systems Engineer
Libraries, Frameworks & Software Standards
1 4 (2.09%) .NET
1 4 (2.09%) Node.js
1 4 (2.09%) RESTful
2 3 (1.57%) ASP.NET
2 3 (1.57%) jQuery
2 3 (1.57%) Web Services
3 2 (1.05%) CSS
3 2 (1.05%) HTML
3 2 (1.05%) HTML5
3 2 (1.05%) JSON
3 2 (1.05%) Middleware
3 2 (1.05%) React
3 2 (1.05%) React Native
3 2 (1.05%) Sass
3 2 (1.05%) Spring Boot
4 1 (0.52%) AngularJS
4 1 (0.52%) Laravel
4 1 (0.52%) PowerMock
4 1 (0.52%) REST
4 1 (0.52%) Spring Cloud
Miscellaneous
1 38 (19.90%) Data Centre
2 9 (4.71%) Public Cloud
3 8 (4.19%) Enterprise Storage
3 8 (4.19%) Self-Motivation
4 7 (3.66%) Clustering
5 6 (3.14%) Analytical Skills
6 5 (2.62%) Cloud Native
6 5 (2.62%) Management Information System
7 4 (2.09%) Analytical Mindset
7 4 (2.09%) Greenfield Project
7 4 (2.09%) Hybrid Cloud
7 4 (2.09%) Learning Management System
8 2 (1.05%) Algorithms
8 2 (1.05%) e-Learning
8 2 (1.05%) Enterprise Software
9 1 (0.52%) Data Protection Act
9 1 (0.52%) Driving Licence
9 1 (0.52%) Mobile App
9 1 (0.52%) PMI
9 1 (0.52%) User Experience
Operating Systems
1 59 (30.89%) Windows
2 32 (16.75%) Linux
3 24 (12.57%) Windows Server
4 5 (2.62%) Unix
4 5 (2.62%) Windows 10
5 2 (1.05%) Windows Server 2003
5 2 (1.05%) Windows Server 2008
5 2 (1.05%) Windows XP
6 1 (0.52%) Android
6 1 (0.52%) Apple iOS
6 1 (0.52%) CentOS
6 1 (0.52%) Mac OS
6 1 (0.52%) Windows 7
6 1 (0.52%) Windows Server 2012
6 1 (0.52%) Windows Server 2016
Processes & Methodologies
1 43 (22.51%) Agile Software Development
2 33 (17.28%) DevOps
3 25 (13.09%) Infrastructure Engineering
4 23 (12.04%) Project Management
5 22 (11.52%) Continuous Integration
5 22 (11.52%) Project Delivery
6 19 (9.95%) Test Automation
7 18 (9.42%) Data Migration
7 18 (9.42%) ITIL
8 17 (8.90%) Infrastructure as Code
8 17 (8.90%) Scrum
9 16 (8.38%) Business Intelligence
9 16 (8.38%) Infrastructure Automation
10 14 (7.33%) Analytics
10 14 (7.33%) Performance Tuning
11 13 (6.81%) Deployment Automation
11 13 (6.81%) ETL
12 11 (5.76%) Decision-Making
13 10 (5.24%) Mentoring
13 10 (5.24%) Service Management
Programming Languages
1 38 (19.90%) SQL
2 27 (14.14%) PowerShell
3 22 (11.52%) Python
4 12 (6.28%) Java
5 9 (4.71%) JavaScript
5 9 (4.71%) Ruby
6 8 (4.19%) T-SQL
7 6 (3.14%) Bash Shell
7 6 (3.14%) PHP
7 6 (3.14%) Shell Script
8 4 (2.09%) C#
9 3 (1.57%) C
9 3 (1.57%) Perl
10 2 (1.05%) Java 8
10 2 (1.05%) TypeScript
11 1 (0.52%) C++
11 1 (0.52%) PHP 7
Qualifications
1 5 (2.62%) Microsoft Certification
2 4 (2.09%) MCSE
3 3 (1.57%) AWS Certification
4 2 (1.05%) CCNA
4 2 (1.05%) CCNP
4 2 (1.05%) Cisco Certification
4 2 (1.05%) Degree
4 2 (1.05%) MCSA
5 1 (0.52%) CISSP
5 1 (0.52%) Computer Science Degree
5 1 (0.52%) MCSD
5 1 (0.52%) PMI Certification
5 1 (0.52%) PRINCE2 Practitioner
5 1 (0.52%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 6 (3.14%) GDPR
1 6 (3.14%) SLA
2 5 (2.62%) ISO/IEC 27001
3 1 (0.52%) QA
System Software
1 30 (15.71%) Active Directory
2 27 (14.14%) VMware Infrastructure
3 18 (9.42%) Docker
4 15 (7.85%) Hyper-V
5 14 (7.33%) Virtual Machines
6 8 (4.19%) XenApp
6 8 (4.19%) XenDesktop
7 1 (0.52%) Microsoft App-V
7 1 (0.52%) Postfix
7 1 (0.52%) Virtual Servers
7 1 (0.52%) VMware ESXi
7 1 (0.52%) VMware NSX
7 1 (0.52%) VMware Server
Systems Management
1 33 (17.28%) Puppet
2 31 (16.23%) Terraform
3 18 (9.42%) Kubernetes
4 16 (8.38%) Opscode Chef
5 10 (5.24%) SCCM
6 8 (4.19%) WSUS
7 7 (3.66%) SCVMM
8 6 (3.14%) Ansible
9 5 (2.62%) Microsoft Intune
10 3 (1.57%) SCOM
10 3 (1.57%) Systems Management Server (SMS)
11 2 (1.05%) Cisco CUCM
Vendors
1 57 (29.84%) Microsoft
2 31 (16.23%) VMware
3 14 (7.33%) Cisco
4 13 (6.81%) Google
5 11 (5.76%) SAP
6 9 (4.71%) Citrix
6 9 (4.71%) Databricks
6 9 (4.71%) F5
6 9 (4.71%) Oracle
7 8 (4.19%) Barracuda Networks
7 8 (4.19%) Blue Coat
7 8 (4.19%) CheckPoint
7 8 (4.19%) Imperva
7 8 (4.19%) Infoblox
7 8 (4.19%) Juniper
7 8 (4.19%) Netezza
7 8 (4.19%) SolarWinds
7 8 (4.19%) Zscaler
8 7 (3.66%) PlateSpin
8 7 (3.66%) VirtaMove