Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 21 January 2022

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 21 January 2022 with a comparison to the same period in the previous 2 years.

Migration
England > Yorkshire
6 months to
21 Jan 2022		 Same period 2021 Same period 2020
Rank 60 38 89
Rank change year-on-year -22 +51 +34
Permanent jobs citing Migration 281 225 182
As % of all permanent jobs advertised in Yorkshire 3.99% 5.97% 2.97%
As % of the Processes & Methodologies category 4.33% 6.39% 3.25%
Number of salaries quoted 191 194 143
10th Percentile £29,000 £33,750 £29,050
25th Percentile £38,750 £38,750 £35,000
Median annual salary (50th Percentile) £47,500 £47,500 £45,000
Median % change year-on-year - +5.56% +5.88%
75th Percentile £63,750 £57,500 £66,250
90th Percentile £67,500 £67,500 £80,000
England median annual salary £65,000 £58,031 £60,000
% change year-on-year +12.01% -3.28% -

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 6,487 3,521 5,608
As % of all permanent IT jobs advertised in Yorkshire 92.08% 93.35% 91.48%
Number of salaries quoted 4,634 2,978 4,686
10th Percentile £31,250 £30,750 £27,000
25th Percentile £39,721 £37,500 £34,851
Median annual salary (50th Percentile) £50,000 £47,500 £45,000
Median % change year-on-year +5.26% +5.56% +3.45%
75th Percentile £65,000 £58,750 £57,500
90th Percentile £78,750 £66,400 £67,500
England median annual salary £60,000 £55,000 £55,000
% change year-on-year +9.09% - +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 21 January 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 21 January 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 -12 219 £50,000 +5.26% 32
South Yorkshire -52 37 £47,500 - 5
North Yorkshire -25 17 £50,000 -9.09% 7
East Yorkshire -11 4 £54,750 +99.09% 2
Migration
England

For the 6 months to 21 January 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.

1 104 (37.01%) Agile Software Development
2 99 (35.23%) SQL
3 85 (30.25%) Microsoft
4 81 (28.83%) DevOps
5 80 (28.47%) Azure
6 79 (28.11%) Social Skills
7 65 (23.13%) Data Migration
8 63 (22.42%) Stakeholder Management
9 61 (21.71%) AWS
10 54 (19.22%) Continuous Integration
11 47 (16.73%) Windows
12 44 (15.66%) Finance
13 41 (14.59%) Kubernetes
14 39 (13.88%) Scrum
15 38 (13.52%) Oracle
16 35 (12.46%) Docker
17 34 (12.10%) Retail
17 34 (12.10%) CI/CD
18 32 (11.39%) Git (software)
19 31 (11.03%) Project Management
20 30 (10.68%) Linux
20 30 (10.68%) Analytics
20 30 (10.68%) Terraform
21 29 (10.32%) Waterfall
21 29 (10.32%) .NET
21 29 (10.32%) ERP
21 29 (10.32%) Infrastructure as Code
22 27 (9.61%) Business Intelligence
23 26 (9.25%) C#
23 26 (9.25%) Continuous Improvement

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 16 (5.69%) Apache
2 15 (5.34%) SharePoint
3 10 (3.56%) MS Exchange
4 9 (3.20%) Exchange Server 2013
5 7 (2.49%) Apache Airflow
5 7 (2.49%) Luigi
6 5 (1.78%) Apache Spark
7 4 (1.42%) Apache Solr
8 3 (1.07%) Confluence
9 2 (0.71%) Exchange Server 2003
9 2 (0.71%) Exchange Server 2007
9 2 (0.71%) Exchange Server 2010
10 1 (0.36%) Apache Synapse
10 1 (0.36%) Cloud Foundry
10 1 (0.36%) CloudStack
10 1 (0.36%) Jetty
10 1 (0.36%) Tomcat
Applications
1 10 (3.56%) Microsoft Office
2 9 (3.20%) MS Visio
3 6 (2.14%) Microsoft Excel
4 4 (1.42%) Microsoft Project
Business Applications
1 10 (3.56%) SAP S/4HANA
2 5 (1.78%) SystmOne
3 3 (1.07%) Dynamics AX
4 1 (0.36%) Dynamics CRM
4 1 (0.36%) NetSuite
4 1 (0.36%) SAP BPC
4 1 (0.36%) SAP ERP
4 1 (0.36%) SAP MDG
Cloud Services
1 80 (28.47%) Azure
2 61 (21.71%) AWS
3 25 (8.90%) PaaS
4 24 (8.54%) SaaS
5 23 (8.19%) AWS CloudFormation
6 19 (6.76%) IaaS
7 17 (6.05%) Microsoft 365
8 16 (5.69%) Azure App Service
8 16 (5.69%) Azure Storage
9 13 (4.63%) Cloud Computing
9 13 (4.63%) GitHub
10 12 (4.27%) GitHub Actions
11 11 (3.91%) GCP
11 11 (3.91%) Serverless
12 8 (2.85%) Power Platform
13 7 (2.49%) AWS Lambda
14 6 (2.14%) Dynamics 365
15 5 (1.78%) AWS CodeDeploy
15 5 (1.78%) AWS CodePipeline
16 4 (1.42%) Azure Logic Apps
Communications & Networking
1 12 (4.27%) VPN
2 10 (3.56%) SAN
3 9 (3.20%) DHCP
3 9 (3.20%) DNS
3 9 (3.20%) Wi-Fi
4 7 (2.49%) iSCSI
4 7 (2.49%) VLAN
5 6 (2.14%) Firewall
5 6 (2.14%) WAN
6 4 (1.42%) Broadband
6 4 (1.42%) LAN
7 3 (1.07%) TCP/IP
8 2 (0.71%) CTI
8 2 (0.71%) IPsec
8 2 (0.71%) MPLS
8 2 (0.71%) SSL
8 2 (0.71%) Structured Cabling
8 2 (0.71%) VoIP
9 1 (0.36%) MQTT
9 1 (0.36%) Software-Defined Networking
Database & Business Intelligence
1 17 (6.05%) Data Lake
2 15 (5.34%) Data Warehouse
3 12 (4.27%) SQL Server
4 9 (3.20%) Electronic Patient Records
4 9 (3.20%) Hadoop
5 8 (2.85%) MySQL
5 8 (2.85%) NoSQL
5 8 (2.85%) Power BI
6 7 (2.49%) MongoDB
7 6 (2.14%) Azure SQL Data Warehouse
7 6 (2.14%) Azure SQL Database
8 5 (1.78%) Relational Database
8 5 (1.78%) SQL Server Analysis Services
8 5 (1.78%) SQL Server Integration Services
9 4 (1.42%) Apache Cassandra
9 4 (1.42%) Big Data
9 4 (1.42%) Geospatial Data
9 4 (1.42%) SQL Server Reporting Services
10 3 (1.07%) Amazon QuickSight
10 3 (1.07%) Amazon Redshift
Development Applications
1 32 (11.39%) Git (software)
2 22 (7.83%) Jenkins
3 7 (2.49%) Spinnaker
3 7 (2.49%) TeamCity
4 6 (2.14%) Octopus Deploy
5 4 (1.42%) JIRA
5 4 (1.42%) Visual Studio
5 4 (1.42%) Visual Studio Team System
6 1 (0.36%) Atlassian Bamboo
6 1 (0.36%) Cactus
6 1 (0.36%) Flyway
6 1 (0.36%) Gradle
6 1 (0.36%) gulp
6 1 (0.36%) Maven
6 1 (0.36%) Oracle Forms
6 1 (0.36%) SQL Server Management Studio (SSMS)
General
1 79 (28.11%) Social Skills
2 44 (15.66%) Finance
3 34 (12.10%) Retail
4 25 (8.90%) Marketing
5 18 (6.41%) Analytical Skills
5 18 (6.41%) Inclusion and Diversity
6 10 (3.56%) Public Sector
7 9 (3.20%) Back Office
7 9 (3.20%) Manufacturing
8 7 (2.49%) Law
9 4 (1.42%) Organisational Skills
10 3 (1.07%) Billing
10 3 (1.07%) Influencing Skills
11 1 (0.36%) Banking
11 1 (0.36%) Documentation Skills
11 1 (0.36%) Electronics
11 1 (0.36%) Fire and Rescue
11 1 (0.36%) General Ledger
11 1 (0.36%) Police
11 1 (0.36%) Telecoms
Job Titles
1 50 (17.79%) Project Manager
2 35 (12.46%) Architect
3 28 (9.96%) Developer
4 24 (8.54%) Analyst
4 24 (8.54%) Azure Engineer
5 22 (7.83%) DevOps Engineer
5 22 (7.83%) Platform Engineer
6 21 (7.47%) AWS Engineer
7 20 (7.12%) AWS DevOps
7 20 (7.12%) AWS DevOps Engineer
7 20 (7.12%) Azure Architect
8 18 (6.41%) IT Manager
9 17 (6.05%) Delivery Manager
10 15 (5.34%) Data Manager
11 14 (4.98%) IT Project Manager
12 13 (4.63%) C# Developer
12 13 (4.63%) Data Engineer
13 11 (3.91%) Senior Analyst
13 11 (3.91%) Systems Analyst
14 10 (3.56%) SAP Manager
Libraries, Frameworks & Software Standards
1 29 (10.32%) .NET
2 15 (5.34%) RabbitMQ
2 15 (5.34%) RESTful
3 11 (3.91%) Kafka
4 9 (3.20%) ASP.NET
4 9 (3.20%) CSS
4 9 (3.20%) CSS3
4 9 (3.20%) HTML
5 8 (2.85%) MSMQ
6 7 (2.49%) Apache NiFi
7 6 (2.14%) JSON
7 6 (2.14%) WPF
8 5 (1.78%) COM
8 5 (1.78%) PySpark
8 5 (1.78%) React
8 5 (1.78%) REST
8 5 (1.78%) Web Services
9 4 (1.42%) GeoJSON
9 4 (1.42%) Node.js
9 4 (1.42%) SOAP
Miscellaneous
1 16 (5.69%) Social Network
2 12 (4.27%) Mobile App
2 12 (4.27%) Private Cloud
3 11 (3.91%) Hybrid Cloud
4 9 (3.20%) e-Health
4 9 (3.20%) LIMS
4 9 (3.20%) PACS
5 7 (2.49%) Driving Licence
5 7 (2.49%) Replication
6 6 (2.14%) Data Centre
6 6 (2.14%) Data Protection Act
6 6 (2.14%) User Experience
7 5 (1.78%) BBC
8 4 (1.42%) Greenfield Project
8 4 (1.42%) Legacy Systems
8 4 (1.42%) Virtual Team
9 3 (1.07%) Cloud Native
9 3 (1.07%) Management Information System
9 3 (1.07%) Self-Motivation
10 1 (0.36%) NHS
Operating Systems
1 47 (16.73%) Windows
2 30 (10.68%) Linux
3 13 (4.63%) Unix
3 13 (4.63%) VMS
4 12 (4.27%) Windows Server
5 8 (2.85%) Windows 10
5 8 (2.85%) Windows Server 2016
6 7 (2.49%) Windows Server 2012
7 2 (0.71%) Ubuntu
7 2 (0.71%) Windows 2000 Server
7 2 (0.71%) Windows Server 2003
7 2 (0.71%) Windows Server 2008
8 1 (0.36%) CentOS
8 1 (0.36%) Red Hat Enterprise Linux
8 1 (0.36%) Solaris
Processes & Methodologies
1 104 (37.01%) Agile Software Development
2 81 (28.83%) DevOps
3 65 (23.13%) Data Migration
4 63 (22.42%) Stakeholder Management
5 54 (19.22%) Continuous Integration
6 39 (13.88%) Scrum
7 34 (12.10%) CI/CD
8 31 (11.03%) Project Management
9 30 (10.68%) Analytics
10 29 (10.32%) ERP
10 29 (10.32%) Infrastructure as Code
10 29 (10.32%) Waterfall
11 27 (9.61%) Business Intelligence
12 26 (9.25%) Continuous Improvement
13 25 (8.90%) Project Delivery
14 23 (8.19%) Data Security
14 23 (8.19%) Problem-Solving
15 21 (7.47%) Deployment Automation
16 19 (6.76%) E-Commerce
16 19 (6.76%) ITIL
Programming Languages
1 99 (35.23%) SQL
2 26 (9.25%) C#
3 20 (7.12%) Python
4 16 (5.69%) JavaScript
5 12 (4.27%) PHP
6 11 (3.91%) PL/SQL
7 9 (3.20%) C++
8 5 (1.78%) Shell Script
9 4 (1.42%) PowerShell
9 4 (1.42%) T-SQL
10 2 (0.71%) Java
11 1 (0.36%) Bash
11 1 (0.36%) R
11 1 (0.36%) SOQL
11 1 (0.36%) XAML
Qualifications
1 16 (5.69%) Degree
2 3 (1.07%) Oracle Certification
3 2 (0.71%) CCNP
3 2 (0.71%) Cisco Certification
3 2 (0.71%) ITIL Certification
3 2 (0.71%) PMP
4 1 (0.36%) CCNA
4 1 (0.36%) Computer Science Degree
4 1 (0.36%) DBS Check
4 1 (0.36%) Master's Degree
4 1 (0.36%) Microsoft Certification
4 1 (0.36%) OCA
4 1 (0.36%) OCP
4 1 (0.36%) PRINCE2 Practitioner
4 1 (0.36%) SC Cleared
4 1 (0.36%) Security Cleared
Quality Assurance & Compliance
1 21 (7.47%) Data Quality
2 11 (3.91%) SLA
3 9 (3.20%) HL7
4 8 (2.85%) ISO/IEC 20000
5 4 (1.42%) QA
6 2 (0.71%) GDPR
6 2 (0.71%) PMO
7 1 (0.36%) Accessibility
7 1 (0.36%) Cyber Essentials
7 1 (0.36%) HAZOP
7 1 (0.36%) ISO/IEC 27001
7 1 (0.36%) NCSC
System Software
1 35 (12.46%) Docker
2 13 (4.63%) Active Directory
3 9 (3.20%) Hyper-V
4 7 (2.49%) VMware Infrastructure
5 6 (2.14%) Virtual Desktop
6 1 (0.36%) Oracle RAC
6 1 (0.36%) Veritas Cluster Server
6 1 (0.36%) Virtual Machines
Systems Management
1 41 (14.59%) Kubernetes
2 30 (10.68%) Terraform
3 25 (8.90%) Puppet
4 23 (8.19%) Opscode Chef
5 12 (4.27%) Ansible
6 3 (1.07%) Check_MK
6 3 (1.07%) Microsoft Intune
7 2 (0.71%) SCCM
8 1 (0.36%) Cisco CUCM
8 1 (0.36%) Cisco UCCE
8 1 (0.36%) Data Guard
Vendors
1 85 (30.25%) Microsoft
2 38 (13.52%) Oracle
3 22 (7.83%) EnterpriseDB
4 13 (4.63%) Google
4 13 (4.63%) SAP
5 10 (3.56%) Veeam
5 10 (3.56%) Workday
6 8 (2.85%) Cisco
6 8 (2.85%) VMware
7 7 (2.49%) Databricks
7 7 (2.49%) Dell
7 7 (2.49%) SonicWALL
8 5 (1.78%) HP
9 4 (1.42%) Red Hat
9 4 (1.42%) Salesforce.com
9 4 (1.42%) StreamSets
10 3 (1.07%) Citrix
10 3 (1.07%) Meraki
10 3 (1.07%) Percona
11 2 (0.71%) EMC