Period
to 16 July 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 16 July 2020 with a comparison to the same period in the previous 2 years.

Migration
England > Yorkshire
6 months to
16 Jul 2020
Same period 2019 Same period 2018
Rank 76 110 101
Rank change year-on-year +34 -9 +18
Permanent jobs citing Migration 131 259 276
As % of all permanent jobs advertised in Yorkshire 3.36% 3.36% 2.84%
As % of the Processes & Methodologies category 3.64% 3.70% 3.04%
Number of salaries quoted 114 233 249
Median annual salary £50,000 £52,500 £50,000
Median salary % change year-on-year -4.76% +5.00% +11.11%
10th Percentile £34,225 £35,000 £31,000
90th Percentile £74,625 £76,025 £65,000
England median annual salary £63,750 £57,500 £55,000
% change year-on-year +10.87% +4.55% +4.76%

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 3,603 7,008 9,093
As % of all permanent IT jobs advertised in Yorkshire 92.48% 90.80% 93.42%
Number of salaries quoted 3,049 5,638 7,641
Median annual salary £46,500 £42,500 £42,500
Median salary % change year-on-year +9.41% - -
10th Percentile £28,750 £25,737 £26,250
90th Percentile £68,750 £63,750 £62,500
England median annual salary £55,000 £52,500 £50,000
% change year-on-year +4.76% +5.00% -

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 16 July 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 16 July 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 -8 85 £50,000 -7.41% 12
North Yorkshire +101 34 £47,500 -13.64% 4
South Yorkshire +8 13 £47,500 - 1
Migration
England

For the 6 months to 16 July 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 69 (52.67%) Azure
2 42 (32.06%) Microsoft
3 41 (31.30%) Windows
3 41 (31.30%) AWS
4 37 (28.24%) Agile Software Development
5 32 (24.43%) SQL
6 30 (22.90%) Puppet
7 29 (22.14%) DevOps
8 28 (21.37%) Terraform
8 28 (21.37%) Active Directory
9 27 (20.61%) Data Warehouse
10 26 (19.85%) Kubernetes
11 25 (19.08%) Linux
11 25 (19.08%) Continuous Integration
12 24 (18.32%) Docker
13 23 (17.56%) Windows Server
14 22 (16.79%) Data Centre
14 22 (16.79%) Office 365
15 20 (15.27%) Opscode Chef
15 20 (15.27%) Data Migration
15 20 (15.27%) Business Intelligence
16 19 (14.50%) Scrum
16 19 (14.50%) VMware
16 19 (14.50%) VMware Infrastructure
16 19 (14.50%) PowerShell
17 18 (13.74%) Hyper-V
17 18 (13.74%) Git (software)
17 18 (13.74%) IaaS
17 18 (13.74%) Deployment Automation
18 17 (12.98%) AWS CloudFormation

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 5 (3.82%) SharePoint
2 3 (2.29%) Apache Spark
3 2 (1.53%) Exchange Server 2013
3 2 (1.53%) SAS
4 1 (0.76%) Appian
4 1 (0.76%) Drupal
4 1 (0.76%) MS Exchange
4 1 (0.76%) Skype for Business
Applications
1 3 (2.29%) Microsoft Excel
2 2 (1.53%) Microsoft Office
2 2 (1.53%) Microsoft PowerPoint
Cloud Services
1 69 (52.67%) Azure
2 41 (31.30%) AWS
3 22 (16.79%) Office 365
4 18 (13.74%) IaaS
5 17 (12.98%) AWS CloudFormation
6 15 (11.45%) GCP
6 15 (11.45%) PaaS
7 14 (10.69%) Azure Data Factory
7 14 (10.69%) Power Platform
8 11 (8.40%) Azure Stack
9 6 (4.58%) Azure ExpressRoute
10 4 (3.05%) Azure Active Directory
11 3 (2.29%) SaaS
12 2 (1.53%) Amazon Kinesis
13 1 (0.76%) Amazon CloudWatch
13 1 (0.76%) Azure Machine Learning
13 1 (0.76%) G Suite
13 1 (0.76%) GitHub
13 1 (0.76%) OneDrive
13 1 (0.76%) Trello
Communications & Networking
1 15 (11.45%) VPN
2 11 (8.40%) WAN
3 10 (7.63%) DNS
4 9 (6.87%) BGP
4 9 (6.87%) OSPF
5 8 (6.11%) Firewall
6 7 (5.34%) DHCP
7 6 (4.58%) Cisco ASA
7 6 (4.58%) Cisco IOS
7 6 (4.58%) Cisco ISE
7 6 (4.58%) F5 BIG-IP LTM
7 6 (4.58%) Junos
7 6 (4.58%) NetScaler
7 6 (4.58%) NX-OS
7 6 (4.58%) VPLS
7 6 (4.58%) WLAN
8 5 (3.82%) IPsec
9 4 (3.05%) SAN
10 3 (2.29%) IPv4
10 3 (2.29%) TCP/IP
Database & Business Intelligence
1 27 (20.61%) Data Warehouse
2 15 (11.45%) Azure SQL Database
3 14 (10.69%) Power BI
4 11 (8.40%) Azure SQL Data Warehouse
5 9 (6.87%) SQL Server
6 8 (6.11%) Data Lake
7 6 (4.58%) Big Data
7 6 (4.58%) SQL Server Reporting Services
8 5 (3.82%) Relational Database
9 4 (3.05%) SQL Server Integration Services
10 3 (2.29%) WebFOCUS
11 2 (1.53%) MySQL
11 2 (1.53%) RDBMS
11 2 (1.53%) Snowflake Schema
11 2 (1.53%) SQL Server Analysis Services
12 1 (0.76%) MS Access
12 1 (0.76%) NoSQL
12 1 (0.76%) QlikView
Development Applications
1 18 (13.74%) Git (software)
2 2 (1.53%) Jenkins
3 1 (0.76%) Bitbucket
3 1 (0.76%) GitLab
3 1 (0.76%) GoCD
3 1 (0.76%) JIRA
3 1 (0.76%) JMeter
3 1 (0.76%) LoadRunner
3 1 (0.76%) Octopus Deploy
3 1 (0.76%) SQL Server Management Studio (SSMS)
3 1 (0.76%) TeamCity
3 1 (0.76%) Visual Studio
General
1 15 (11.45%) Finance
2 14 (10.69%) Retail
3 3 (2.29%) Public Sector
4 2 (1.53%) Law
5 1 (0.76%) Financial Institution
Job Titles
1 18 (13.74%) Platform Engineer
2 17 (12.98%) AWS Engineer
3 16 (12.21%) Architect
4 14 (10.69%) Consultant
5 10 (7.63%) Project Manager
6 9 (6.87%) Cloud Engineer
6 9 (6.87%) Data Manager
6 9 (6.87%) Operations Manager
7 8 (6.11%) Azure Engineer
7 8 (6.11%) Developer
8 7 (5.34%) Azure Architect
8 7 (5.34%) DevOps Engineer
8 7 (5.34%) Infrastructure Engineer
9 6 (4.58%) Data Architect
9 6 (4.58%) Office 365 Consultant
10 5 (3.82%) AWS DevOps
10 5 (3.82%) Azure Consultant
10 5 (3.82%) Infrastructure Specialist
10 5 (3.82%) Network Engineer
10 5 (3.82%) Network Infrastructure Engineer
Libraries, Frameworks & Software Standards
1 4 (3.05%) .NET
2 3 (2.29%) jQuery
2 3 (2.29%) Web Services
3 2 (1.53%) CSS
3 2 (1.53%) HTML
3 2 (1.53%) HTML5
3 2 (1.53%) Middleware
3 2 (1.53%) Node.js
3 2 (1.53%) React
3 2 (1.53%) React Native
3 2 (1.53%) Sass
3 2 (1.53%) Spring Boot
4 1 (0.76%) ASP.NET
4 1 (0.76%) CodeIgniter
4 1 (0.76%) Java EE
4 1 (0.76%) LAMP
4 1 (0.76%) Laravel
4 1 (0.76%) RabbitMQ
4 1 (0.76%) RESTful
4 1 (0.76%) SAML
Miscellaneous
1 22 (16.79%) Data Centre
2 14 (10.69%) Clustering
3 3 (2.29%) Enterprise Storage
3 3 (2.29%) Greenfield Project
3 3 (2.29%) Public Cloud
4 2 (1.53%) e-Learning
4 2 (1.53%) Mainframe
4 2 (1.53%) Mobile App
4 2 (1.53%) Self-Motivation
5 1 (0.76%) Analytical Skills
5 1 (0.76%) Cloud Native
5 1 (0.76%) Distributed Denial-of-Service
5 1 (0.76%) Enterprise Cloud
5 1 (0.76%) Enterprise Software
5 1 (0.76%) Hybrid Cloud
5 1 (0.76%) User Experience
5 1 (0.76%) Virtual Team
Operating Systems
1 41 (31.30%) Windows
2 25 (19.08%) Linux
3 23 (17.56%) Windows Server
4 5 (3.82%) Windows 10
5 3 (2.29%) Windows Server 2003
6 2 (1.53%) Windows XP
7 1 (0.76%) Android
7 1 (0.76%) Apple iOS
7 1 (0.76%) Unix
7 1 (0.76%) Windows Server 2016
Processes & Methodologies
1 37 (28.24%) Agile Software Development
2 29 (22.14%) DevOps
3 25 (19.08%) Continuous Integration
4 20 (15.27%) Business Intelligence
4 20 (15.27%) Data Migration
5 19 (14.50%) Scrum
6 18 (13.74%) Deployment Automation
7 16 (12.21%) Analytics
7 16 (12.21%) Project Management
8 13 (9.92%) Data Analytics
8 13 (9.92%) ETL
8 13 (9.92%) Infrastructure as Code
9 12 (9.16%) Data Transformation
9 12 (9.16%) Infrastructure Engineering
9 12 (9.16%) Test Automation
10 11 (8.40%) Visualisation
11 9 (6.87%) Infrastructure Automation
11 9 (6.87%) Mentoring
11 9 (6.87%) Presales
11 9 (6.87%) Problem-Solving
Programming Languages
1 32 (24.43%) SQL
2 19 (14.50%) PowerShell
3 15 (11.45%) Python
4 8 (6.11%) JavaScript
5 7 (5.34%) Java
5 7 (5.34%) Ruby
6 6 (4.58%) Bash Shell
6 6 (4.58%) Shell Script
7 4 (3.05%) C#
7 4 (3.05%) PHP
8 3 (2.29%) T-SQL
9 2 (1.53%) Java 8
9 2 (1.53%) TypeScript
10 1 (0.76%) C
10 1 (0.76%) C++
10 1 (0.76%) Perl
10 1 (0.76%) PHP 7
Qualifications
1 2 (1.53%) CCNA
1 2 (1.53%) CCNP
1 2 (1.53%) Cisco Certification
2 1 (0.76%) Computer Science Degree
2 1 (0.76%) Degree
2 1 (0.76%) Microsoft Certification
2 1 (0.76%) SC Cleared
2 1 (0.76%) Security Cleared
Quality Assurance & Compliance
1 3 (2.29%) GDPR
1 3 (2.29%) ISO/IEC 27001
2 2 (1.53%) SLA
3 1 (0.76%) Data Quality
3 1 (0.76%) QA
System Software
1 28 (21.37%) Active Directory
2 24 (18.32%) Docker
3 19 (14.50%) VMware Infrastructure
4 18 (13.74%) Hyper-V
5 15 (11.45%) Virtual Machines
6 6 (4.58%) XenApp
6 6 (4.58%) XenDesktop
7 1 (0.76%) DFS Replication
7 1 (0.76%) VMware ESXi
Systems Management
1 30 (22.90%) Puppet
2 28 (21.37%) Terraform
3 26 (19.85%) Kubernetes
4 20 (15.27%) Opscode Chef
5 11 (8.40%) SCVMM
6 5 (3.82%) Ansible
7 4 (3.05%) SCCM
8 3 (2.29%) Microsoft Intune
8 3 (2.29%) WSUS
9 2 (1.53%) Cisco CUCM
10 1 (0.76%) Grafana
10 1 (0.76%) Rundeck
10 1 (0.76%) SCOM
10 1 (0.76%) Systems Management Server (SMS)
Vendors
1 42 (32.06%) Microsoft
2 19 (14.50%) VMware
3 13 (9.92%) Databricks
4 11 (8.40%) PlateSpin
4 11 (8.40%) Tableau
4 11 (8.40%) VirtaMove
5 8 (6.11%) Cisco
5 8 (6.11%) Citrix
6 7 (5.34%) Netezza
6 7 (5.34%) Oracle
7 6 (4.58%) Barracuda Networks
7 6 (4.58%) Blue Coat
7 6 (4.58%) CheckPoint
7 6 (4.58%) EnterpriseDB
7 6 (4.58%) F5
7 6 (4.58%) Google
7 6 (4.58%) Imperva
7 6 (4.58%) Infoblox
7 6 (4.58%) Juniper
7 6 (4.58%) SolarWinds