Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to

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 1 July 2022 with a comparison to the same period in the previous 2 years.

Migration
England > Yorkshire
6 months to
1 Jul 2022		 Same period 2021 Same period 2020
Rank 68 51 79
Rank change year-on-year -17 +28 +33
Permanent jobs citing Migration 312 293 127
As % of all permanent jobs advertised in Yorkshire 4.04% 5.07% 3.16%
As % of the Processes & Methodologies category 4.33% 5.39% 3.41%
Number of salaries quoted 229 252 107
10th Percentile £28,838 £35,250 £35,650
25th Percentile £38,375 £37,500 £42,500
Median annual salary (50th Percentile) £50,000 £47,500 £50,000
Median % change year-on-year +5.26% -5.00% -
75th Percentile £65,000 £56,250 £63,750
90th Percentile £75,000 £64,875 £71,000
England median annual salary £65,000 £60,000 £65,000
% change year-on-year +8.33% -7.69% +13.04%

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 7,210 5,435 3,723
As % of all permanent IT jobs advertised in Yorkshire 93.42% 94.03% 92.59%
Number of salaries quoted 4,390 4,283 3,190
10th Percentile £30,000 £29,750 £28,750
25th Percentile £40,000 £37,280 £35,500
Median annual salary (50th Percentile) £52,500 £47,500 £47,000
Median % change year-on-year +10.53% +1.06% +10.59%
75th Percentile £67,500 £62,500 £57,500
90th Percentile £81,250 £71,250 £68,750
England median annual salary £60,000 £56,757 £55,000
% change year-on-year +5.71% +3.19% +4.76%

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 1 July 2022.

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 1 July 2022. 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
Jobs
West Yorkshire -15 217 £52,500 +10.53% 18
North Yorkshire +6 66 £45,000 - 8
South Yorkshire -40 26 £52,500 +10.53% 3
East Yorkshire -6 2 £55,000 +21.71% 1
Migration
England

For the 6 months to 1 July 2022, 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.

1 117 (37.50%) Azure
2 108 (34.62%) Microsoft
3 96 (30.77%) Data Migration
4 83 (26.60%) Social Skills
5 82 (26.28%) SQL
6 77 (24.68%) Agile
7 55 (17.63%) DevOps
8 49 (15.71%) AWS
9 48 (15.38%) Microsoft 365
10 47 (15.06%) Finance
11 46 (14.74%) Project Management
11 46 (14.74%) Active Directory
11 46 (14.74%) Analytics
12 41 (13.14%) Retail
12 41 (13.14%) CI/CD
13 39 (12.50%) Windows
14 38 (12.18%) SQL Server
15 37 (11.86%) Docker
16 36 (11.54%) Kubernetes
16 36 (11.54%) Stakeholder Management
17 35 (11.22%) Java
18 32 (10.26%) Scrum
19 31 (9.94%) VMware
19 31 (9.94%) Jenkins
20 30 (9.62%) Windows Server
20 30 (9.62%) Data Lake
21 29 (9.29%) Python
22 28 (8.97%) SDLC
23 27 (8.65%) Terraform
23 27 (8.65%) Microservices

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 22 (7.05%) SharePoint
2 16 (5.13%) WebSphere
3 15 (4.81%) WebLogic
4 9 (2.88%) MS Exchange
5 4 (1.28%) Exchange Server 2010
6 2 (0.64%) Apache
6 2 (0.64%) Apache Airflow
6 2 (0.64%) Cloud Foundry
6 2 (0.64%) Exchange Server 2003
6 2 (0.64%) Exchange Server 2007
6 2 (0.64%) Exchange Server 2013
6 2 (0.64%) Luigi
7 1 (0.32%) BizTalk Server
7 1 (0.32%) Documentum
7 1 (0.32%) IIS
Applications
1 16 (5.13%) Microsoft Office
2 4 (1.28%) MS Visio
3 3 (0.96%) Microsoft Excel
Business Applications
1 5 (1.60%) Remedy ITSM
1 5 (1.60%) SystmOne
2 1 (0.32%) Teamcenter
Cloud Services
1 117 (37.50%) Azure
2 49 (15.71%) AWS
3 48 (15.38%) Microsoft 365
4 22 (7.05%) Azure Cosmos DB
5 20 (6.41%) Power Platform
6 19 (6.09%) Azure DevOps
7 18 (5.77%) Azure AKS
8 17 (5.45%) OpenShift
9 14 (4.49%) SaaS
10 11 (3.53%) GCP
11 9 (2.88%) Azure Active Directory
12 7 (2.24%) IaaS
13 6 (1.92%) Serverless
14 5 (1.60%) Google Workspace
14 5 (1.60%) Mimecast
14 5 (1.60%) OneDrive
14 5 (1.60%) PaaS
15 4 (1.28%) AWS CloudFormation
15 4 (1.28%) Azure Data Factory
15 4 (1.28%) Cloud Functions
Communications & Networking
1 20 (6.41%) Firewall
2 15 (4.81%) WAN
3 9 (2.88%) LAN
4 8 (2.56%) DNS
4 8 (2.56%) VPN
5 7 (2.24%) DHCP
5 7 (2.24%) TCP/IP
6 6 (1.92%) BGP
6 6 (1.92%) MPLS
6 6 (1.92%) OSPF
6 6 (1.92%) SD-WAN
6 6 (1.92%) Wi-Fi
6 6 (1.92%) Wireless
7 5 (1.60%) Software-Defined Networking
8 4 (1.28%) F5 BIG-IP GTM
8 4 (1.28%) F5 BIG-IP LTM
8 4 (1.28%) Remote Desktop
9 3 (0.96%) Cisco ASA
9 3 (0.96%) SAN
10 2 (0.64%) VLAN
Database & Business Intelligence
1 38 (12.18%) SQL Server
2 30 (9.62%) Data Lake
3 20 (6.41%) Power BI
4 18 (5.77%) Data Warehouse
5 11 (3.53%) SQL Server Integration Services
5 11 (3.53%) SQL Server Reporting Services
6 9 (2.88%) Big Data
6 9 (2.88%) MySQL
6 9 (2.88%) Relational Database
7 8 (2.56%) NoSQL
8 6 (1.92%) RDBMS
8 6 (1.92%) SQL Server Analysis Services
9 4 (1.28%) Microsoft Analysis Services
10 3 (0.96%) DataStage
10 3 (0.96%) SAP Data Services
11 2 (0.64%) Oracle Database
11 2 (0.64%) Oracle Database 12c
12 1 (0.32%) Biml
12 1 (0.32%) Electronic Patient Records
12 1 (0.32%) Enterprise Data Warehouse
Development Applications
1 31 (9.94%) Jenkins
2 25 (8.01%) GitLab
3 19 (6.09%) Maven
4 18 (5.77%) Git (software)
5 16 (5.13%) Ant
6 3 (0.96%) Octopus Deploy
6 3 (0.96%) TeamCity
7 2 (0.64%) Spinnaker
8 1 (0.32%) JIRA
8 1 (0.32%) SonarQube
8 1 (0.32%) SQL Server Management Studio (SSMS)
8 1 (0.32%) Visual Studio
General
1 83 (26.60%) Social Skills
2 47 (15.06%) Finance
3 41 (13.14%) Retail
4 23 (7.37%) Presentation Skills
4 23 (7.37%) Public Sector
5 20 (6.41%) Law
6 15 (4.81%) Legal
7 12 (3.85%) Analytical Skills
7 12 (3.85%) Telecoms
8 10 (3.21%) Marketing
9 9 (2.88%) Organisational Skills
10 7 (2.24%) Banking
11 5 (1.60%) Inclusion and Diversity
12 3 (0.96%) Financial Institution
13 2 (0.64%) Automotive
13 2 (0.64%) Manufacturing
14 1 (0.32%) Billing
14 1 (0.32%) Fire and Rescue
14 1 (0.32%) Influencing Skills
14 1 (0.32%) Local Government
Job Titles
1 61 (19.55%) Project Manager
2 58 (18.59%) Architect
3 27 (8.65%) IT Manager
4 23 (7.37%) Data Architect
5 21 (6.73%) DevOps Engineer
6 19 (6.09%) Analyst
6 19 (6.09%) Azure Architect
6 19 (6.09%) Developer
7 18 (5.77%) Technical Architect
8 17 (5.45%) DBA
9 16 (5.13%) IT Project Manager
10 15 (4.81%) Senior Manager
10 15 (4.81%) Senior Project Manager
10 15 (4.81%) SQL DBA
11 14 (4.49%) Infrastructure Engineer
11 14 (4.49%) SAP Manager
11 14 (4.49%) SAP Project Manager
12 11 (3.53%) Systems Manager
13 10 (3.21%) Technical Support
14 9 (2.88%) Administrator
Libraries, Frameworks & Software Standards
1 18 (5.77%) .NET
1 18 (5.77%) Node.js
2 17 (5.45%) GraphQL
3 16 (5.13%) YAML
4 13 (4.17%) RESTful
5 12 (3.85%) REST
6 11 (3.53%) Spring Boot
7 10 (3.21%) Spring
7 10 (3.21%) XML
8 7 (2.24%) ASP.NET
9 5 (1.60%) AngularJS
9 5 (1.60%) Kafka
10 3 (0.96%) .NET Core
10 3 (0.96%) .NET Framework
10 3 (0.96%) Lightning Web Components
10 3 (0.96%) React
10 3 (0.96%) Visualforce
11 2 (0.64%) Apache NiFi
11 2 (0.64%) J2EE
11 2 (0.64%) RabbitMQ
Miscellaneous
1 22 (7.05%) Data Centre
2 12 (3.85%) Mobile App
3 9 (2.88%) Legacy Systems
3 9 (2.88%) Public Cloud
4 5 (1.60%) BBC
4 5 (1.60%) Clustering
4 5 (1.60%) Data Protection Act
4 5 (1.60%) Hybrid Cloud
5 3 (0.96%) Client/Server
5 3 (0.96%) Cloud Native
5 3 (0.96%) Greenfield Project
5 3 (0.96%) Legacy Applications
5 3 (0.96%) LIMS
5 3 (0.96%) Replication
6 2 (0.64%) Data Structures
6 2 (0.64%) Driving Licence
6 2 (0.64%) EMC VNX
6 2 (0.64%) Enterprise Software
6 2 (0.64%) Industry 4.0
6 2 (0.64%) Self-Motivation
Operating Systems
1 39 (12.50%) Windows
2 30 (9.62%) Windows Server
3 26 (8.33%) Linux
4 18 (5.77%) Unix
5 9 (2.88%) Windows Server 2012
6 7 (2.24%) Windows Server 2003
6 7 (2.24%) Windows Server 2016
7 6 (1.92%) Windows 10
8 2 (0.64%) Red Hat Enterprise Linux
8 2 (0.64%) Solaris
8 2 (0.64%) Windows 2000 Server
8 2 (0.64%) Windows Server 2008
9 1 (0.32%) HPUX
9 1 (0.32%) SUSE
9 1 (0.32%) VMS
Processes & Methodologies
1 96 (30.77%) Data Migration
2 77 (24.68%) Agile
3 55 (17.63%) DevOps
4 46 (14.74%) Analytics
4 46 (14.74%) Project Management
5 41 (13.14%) CI/CD
6 36 (11.54%) Stakeholder Management
7 32 (10.26%) Scrum
8 28 (8.97%) SDLC
9 27 (8.65%) Microservices
10 24 (7.69%) Infrastructure Engineering
11 23 (7.37%) Capacity Planning
11 23 (7.37%) Change Management
12 22 (7.05%) ERP
13 21 (6.73%) Disaster Recovery
13 21 (6.73%) Mentoring
14 20 (6.41%) Problem-Solving
14 20 (6.41%) Project Delivery
15 18 (5.77%) PRINCE2
16 17 (5.45%) Release Management
Programming Languages
1 82 (26.28%) SQL
2 35 (11.22%) Java
3 29 (9.29%) Python
4 20 (6.41%) Bash
5 18 (5.77%) T-SQL
6 16 (5.13%) AWK
6 16 (5.13%) Perl
7 15 (4.81%) C#
8 10 (3.21%) PowerShell
9 8 (2.56%) JavaScript
10 6 (1.92%) PHP
11 5 (1.60%) C
11 5 (1.60%) C++
12 4 (1.28%) Ruby
12 4 (1.28%) Shell Script
13 3 (0.96%) Apex Code
13 3 (0.96%) Go
13 3 (0.96%) PL/SQL
14 2 (0.64%) VBA
15 1 (0.32%) Jython
Qualifications
1 27 (8.65%) Degree
2 14 (4.49%) Microsoft Certification
3 9 (2.88%) SC Cleared
3 9 (2.88%) Security Cleared
4 6 (1.92%) PMP
5 5 (1.60%) CCNA
5 5 (1.60%) CCNP
5 5 (1.60%) Cisco Certification
5 5 (1.60%) DBS Check
6 2 (0.64%) ITIL Certification
7 1 (0.32%) APMP
7 1 (0.32%) Master's Degree
7 1 (0.32%) MCSA
7 1 (0.32%) MCSE
7 1 (0.32%) OCA
7 1 (0.32%) OCP
7 1 (0.32%) Oracle Certification
7 1 (0.32%) VCAP
7 1 (0.32%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 14 (4.49%) PMO
2 6 (1.92%) Cyber Essentials
3 5 (1.60%) ISO/IEC 27001
3 5 (1.60%) NCSC
4 4 (1.28%) SLA
5 3 (0.96%) QA
6 1 (0.32%) Accessibility
6 1 (0.32%) GDPR
6 1 (0.32%) HL7
6 1 (0.32%) PCI DSS
System Software
1 46 (14.74%) Active Directory
2 37 (11.86%) Docker
3 22 (7.05%) Hyper-V
4 17 (5.45%) VMware Infrastructure
5 5 (1.60%) Shibboleth
5 5 (1.60%) Virtual Machines
6 3 (0.96%) vSphere
7 2 (0.64%) EMC RecoverPoint
7 2 (0.64%) Virtual Desktop
7 2 (0.64%) XenApp
7 2 (0.64%) XenDesktop
8 1 (0.32%) KVM
8 1 (0.32%) Oracle RAC
8 1 (0.32%) VMware ESXi
8 1 (0.32%) VMware NSX
Systems Management
1 36 (11.54%) Kubernetes
2 27 (8.65%) Terraform
3 20 (6.41%) Ansible
4 15 (4.81%) Microsoft Intune
5 9 (2.88%) FortiGate
6 8 (2.56%) SCCM
7 6 (1.92%) WSUS
8 4 (1.28%) Active Directory Federation Services
8 4 (1.28%) Opscode Chef
8 4 (1.28%) Puppet
9 2 (0.64%) Norton AntiVirus
9 2 (0.64%) XenMobile
10 1 (0.32%) Data Guard
10 1 (0.32%) HP SIM
10 1 (0.32%) PowerCLI
10 1 (0.32%) SCOM
10 1 (0.32%) Single Sign-On
10 1 (0.32%) vRealize
10 1 (0.32%) VxRail
Vendors
1 108 (34.62%) Microsoft
2 31 (9.94%) VMware
3 21 (6.73%) Oracle
3 21 (6.73%) SAP
4 20 (6.41%) IBM
5 15 (4.81%) Google
6 11 (3.53%) Citrix
7 10 (3.21%) Cisco
8 7 (2.24%) Draytek
8 7 (2.24%) Ubiquiti
9 5 (1.60%) NEC
9 5 (1.60%) Northgate
9 5 (1.60%) Remedy
9 5 (1.60%) Sophos
10 4 (1.28%) F5
10 4 (1.28%) Salesforce.com
10 4 (1.28%) Veeam
11 3 (0.96%) Aruba
11 3 (0.96%) Informatica
11 3 (0.96%) Red Hat