Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 19 October 2021

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 19 October 2021 with a comparison to the same period in the previous 2 years.

Migration
England > Yorkshire
6 months to
19 Oct 2021		 Same period 2020 Same period 2019
Rank 42 48 119
Rank change year-on-year +6 +71 -21
Permanent jobs citing Migration 359 125 200
As % of all permanent jobs advertised in Yorkshire 5.35% 4.63% 2.87%
As % of the Processes & Methodologies category 5.68% 4.93% 3.14%
Number of salaries quoted 283 114 158
10th Percentile £35,250 £33,750 £32,000
25th Percentile £38,750 £38,750 £36,250
Median annual salary (50th Percentile) £47,500 £49,500 £50,000
Median % change year-on-year -4.04% -1.00% +17.65%
75th Percentile £56,250 £63,750 £65,000
90th Percentile £68,500 £72,625 £80,000
England median annual salary £62,500 £62,500 £57,500
% change year-on-year - +8.70% -

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 6,317 2,535 6,378
As % of all permanent IT jobs advertised in Yorkshire 94.14% 93.82% 91.68%
Number of salaries quoted 4,797 2,223 5,152
10th Percentile £31,250 £31,250 £26,250
25th Percentile £37,500 £37,500 £33,000
Median annual salary (50th Percentile) £50,000 £47,250 £45,000
Median % change year-on-year +5.82% +5.00% +5.88%
75th Percentile £63,750 £57,500 £55,000
90th Percentile £75,000 £65,000 £65,000
England median annual salary £58,000 £55,000 £52,500
% change year-on-year +5.45% +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 19 October 2021.

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 19 October 2021. 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 -3 229 £47,500 -5.00% 28
South Yorkshire -7 68 £47,500 +5.56% 9
North Yorkshire +13 46 £45,000 -28.00% 5
East Yorkshire -3 10 £46,250 +68.18%
Migration
England

For the 6 months to 19 October 2021, 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.

1 165 (45.96%) DevOps
2 143 (39.83%) Azure
3 142 (39.55%) SQL
4 141 (39.28%) Microsoft
5 126 (35.10%) Continuous Integration
6 124 (34.54%) Agile Software Development
7 95 (26.46%) AWS
8 87 (24.23%) Windows
9 82 (22.84%) Oracle
10 81 (22.56%) Terraform
11 75 (20.89%) Data Migration
12 73 (20.33%) Kubernetes
13 72 (20.06%) Infrastructure as Code
14 70 (19.50%) Git (software)
15 68 (18.94%) Linux
16 67 (18.66%) Social Skills
17 66 (18.38%) Docker
17 66 (18.38%) Scrum
18 65 (18.11%) Puppet
19 60 (16.71%) Opscode Chef
19 60 (16.71%) AWS CloudFormation
19 60 (16.71%) Data Security
20 59 (16.43%) EnterpriseDB
21 58 (16.16%) Stakeholder Management
21 58 (16.16%) Deployment Automation
22 49 (13.65%) Retail
23 38 (10.58%) Business Intelligence
24 37 (10.31%) Finance
25 36 (10.03%) ERP
26 31 (8.64%) Marketing

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 12 (3.34%) Apache
1 12 (3.34%) SharePoint
2 10 (2.79%) MS Exchange
3 8 (2.23%) Apache Spark
4 5 (1.39%) Exchange Server 2013
5 4 (1.11%) Apache Solr
5 4 (1.11%) Apache Synapse
6 3 (0.84%) Confluence
7 1 (0.28%) Cloud Foundry
7 1 (0.28%) CloudStack
7 1 (0.28%) IIS
7 1 (0.28%) Jetty
7 1 (0.28%) Tomcat
Applications
1 16 (4.46%) Microsoft Office
2 9 (2.51%) Microsoft Project
3 6 (1.67%) Microsoft Excel
4 1 (0.28%) Adobe Illustrator
4 1 (0.28%) Photoshop
Business Applications
1 12 (3.34%) SAP S/4HANA
2 3 (0.84%) Dynamics AX
3 2 (0.56%) Dynamics CRM
3 2 (0.56%) NetSuite
4 1 (0.28%) Magento
4 1 (0.28%) SAP BPC
4 1 (0.28%) SAP ERP
4 1 (0.28%) SAP MDG
Cloud Services
1 143 (39.83%) Azure
2 95 (26.46%) AWS
3 60 (16.71%) AWS CloudFormation
4 31 (8.64%) PaaS
5 24 (6.69%) IaaS
5 24 (6.69%) SaaS
6 20 (5.57%) Microsoft 365
7 18 (5.01%) Cloud Computing
8 15 (4.18%) Azure App Service
8 15 (4.18%) Azure Storage
9 12 (3.34%) Power Platform
10 11 (3.06%) Dynamics 365
10 11 (3.06%) GitHub
10 11 (3.06%) GitHub Actions
10 11 (3.06%) Serverless
11 9 (2.51%) Azure Synapse Analytics
12 6 (1.67%) AWS Lambda
12 6 (1.67%) Azure Cosmos DB
12 6 (1.67%) Azure Data Factory
13 5 (1.39%) Azure Active Directory
Communications & Networking
1 13 (3.62%) DNS
2 12 (3.34%) SAN
3 11 (3.06%) VPN
4 9 (2.51%) DHCP
4 9 (2.51%) Wi-Fi
5 8 (2.23%) Firewall
6 5 (1.39%) iSCSI
6 5 (1.39%) TCP/IP
6 5 (1.39%) VLAN
6 5 (1.39%) WAN
7 4 (1.11%) BGP
7 4 (1.11%) Broadband
7 4 (1.11%) Intranet
7 4 (1.11%) IPsec
7 4 (1.11%) LAN
7 4 (1.11%) Remote Desktop
8 2 (0.56%) Network Security
9 1 (0.28%) CTI
9 1 (0.28%) MPLS
9 1 (0.28%) VoIP
Database & Business Intelligence
1 27 (7.52%) Data Warehouse
2 25 (6.96%) SQL Server
3 13 (3.62%) Data Lake
3 13 (3.62%) Hadoop
3 13 (3.62%) MySQL
4 12 (3.34%) Power BI
5 11 (3.06%) Azure SQL Data Warehouse
6 10 (2.79%) Azure SQL Database
6 10 (2.79%) NoSQL
7 9 (2.51%) SQL Server Analysis Services
7 9 (2.51%) SQL Server Integration Services
8 7 (1.95%) Big Data
8 7 (1.95%) Relational Database
9 6 (1.67%) Electronic Patient Records
9 6 (1.67%) MongoDB
9 6 (1.67%) Oracle Database
9 6 (1.67%) SQL Server Reporting Services
10 5 (1.39%) MariaDB
11 4 (1.11%) Apache Cassandra
11 4 (1.11%) Spark SQL
Development Applications
1 70 (19.50%) Git (software)
2 13 (3.62%) Jenkins
3 5 (1.39%) Visual Studio
4 4 (1.11%) JIRA
4 4 (1.11%) SQL Server Management Studio (SSMS)
4 4 (1.11%) Visual Studio Team System
5 3 (0.84%) Octopus Deploy
6 2 (0.56%) AdminStudio
6 2 (0.56%) InstallShield
6 2 (0.56%) MSI
7 1 (0.28%) Atlassian Bamboo
7 1 (0.28%) Bitbucket
7 1 (0.28%) GitLab
7 1 (0.28%) Gradle
7 1 (0.28%) gulp
7 1 (0.28%) Maven
7 1 (0.28%) Oracle Forms
General
1 67 (18.66%) Social Skills
2 49 (13.65%) Retail
3 37 (10.31%) Finance
4 31 (8.64%) Marketing
5 17 (4.74%) Manufacturing
6 15 (4.18%) Inclusion and Diversity
7 13 (3.62%) Public Sector
8 10 (2.79%) Back Office
9 9 (2.51%) Analytical Skills
10 8 (2.23%) Billing
11 6 (1.67%) Law
12 5 (1.39%) Banking
13 4 (1.11%) Electronics
14 2 (0.56%) Influencing Skills
14 2 (0.56%) Legal
14 2 (0.56%) Organisational Skills
15 1 (0.28%) Documentation Skills
15 1 (0.28%) Presentation Skills
15 1 (0.28%) Telecoms
Job Titles
1 67 (18.66%) Azure Engineer
2 61 (16.99%) DevOps Engineer
3 59 (16.43%) Platform Engineer
4 58 (16.16%) AWS Engineer
5 57 (15.88%) AWS DevOps
5 57 (15.88%) AWS DevOps Engineer
6 47 (13.09%) Project Manager
7 33 (9.19%) Architect
8 23 (6.41%) Analyst
9 19 (5.29%) Developer
10 16 (4.46%) Azure Architect
10 16 (4.46%) Data Manager
11 15 (4.18%) IT Manager
12 13 (3.62%) Infrastructure Engineer
13 11 (3.06%) Cloud Architect
13 11 (3.06%) SAP Manager
14 10 (2.79%) IT Project Manager
14 10 (2.79%) SAP Project Manager
14 10 (2.79%) Solutions Architect
15 9 (2.51%) Azure Developer
Libraries, Frameworks & Software Standards
1 12 (3.34%) Web Services
2 10 (2.79%) .NET
2 10 (2.79%) RESTful
3 9 (2.51%) JSON
3 9 (2.51%) PySpark
4 6 (1.67%) Kafka
4 6 (1.67%) Middleware
4 6 (1.67%) REST
5 5 (1.39%) AngularJS
5 5 (1.39%) COM
5 5 (1.39%) Node.js
5 5 (1.39%) React
5 5 (1.39%) XML
6 4 (1.11%) GeoJSON
6 4 (1.11%) LDAP
6 4 (1.11%) SAML
6 4 (1.11%) SOAP
7 3 (0.84%) NumPy
7 3 (0.84%) Pandas
7 3 (0.84%) WPF
Miscellaneous
1 16 (4.46%) Private Cloud
2 15 (4.18%) Social Network
3 12 (3.34%) Hybrid Cloud
4 11 (3.06%) Data Centre
4 11 (3.06%) Driving Licence
4 11 (3.06%) Mobile App
4 11 (3.06%) User Experience
5 9 (2.51%) Greenfield Project
6 8 (2.23%) Public Cloud
7 6 (1.67%) e-Health
7 6 (1.67%) LIMS
7 6 (1.67%) Management Information System
7 6 (1.67%) PACS
8 5 (1.39%) NHS
8 5 (1.39%) Replication
9 4 (1.11%) Data Protection Act
9 4 (1.11%) Tandem
9 4 (1.11%) Virtual Team
10 3 (0.84%) Blog
10 3 (0.84%) Self-Motivation
Operating Systems
1 87 (24.23%) Windows
2 68 (18.94%) Linux
3 15 (4.18%) Unix
4 13 (3.62%) Windows Server
5 11 (3.06%) VMS
6 7 (1.95%) Windows 10
6 7 (1.95%) Windows Server 2012
6 7 (1.95%) Windows Server 2016
7 4 (1.11%) Windows Server 2008
8 2 (0.56%) Red Hat Enterprise Linux
8 2 (0.56%) Solaris
8 2 (0.56%) Windows Server 2019
9 1 (0.28%) CentOS
9 1 (0.28%) Ubuntu
Processes & Methodologies
1 165 (45.96%) DevOps
2 126 (35.10%) Continuous Integration
3 124 (34.54%) Agile Software Development
4 75 (20.89%) Data Migration
5 72 (20.06%) Infrastructure as Code
6 66 (18.38%) Scrum
7 60 (16.71%) Data Security
8 58 (16.16%) Deployment Automation
8 58 (16.16%) Stakeholder Management
9 38 (10.58%) Business Intelligence
10 36 (10.03%) ERP
11 28 (7.80%) ETL
12 27 (7.52%) Analytics
12 27 (7.52%) Project Delivery
12 27 (7.52%) Waterfall
13 24 (6.69%) E-Commerce
14 23 (6.41%) Project Management
15 18 (5.01%) Change Control
15 18 (5.01%) ITIL
16 16 (4.46%) Business Transformation
Programming Languages
1 142 (39.55%) SQL
2 21 (5.85%) PowerShell
3 19 (5.29%) Python
4 16 (4.46%) JavaScript
5 12 (3.34%) PL/SQL
5 12 (3.34%) T-SQL
6 8 (2.23%) C#
7 7 (1.95%) Bash Shell
8 5 (1.39%) Shell Script
9 4 (1.11%) Ruby
10 3 (0.84%) Java
10 3 (0.84%) PHP
11 2 (0.56%) C++
11 2 (0.56%) Data Analysis Expressions (DAX)
11 2 (0.56%) SOQL
12 1 (0.28%) Scala
12 1 (0.28%) XAML
Qualifications
1 9 (2.51%) Degree
2 6 (1.67%) PRINCE2 Practitioner
3 2 (0.56%) Oracle Certification
4 1 (0.28%) AWS Certification
4 1 (0.28%) Computer Science Degree
4 1 (0.28%) Microsoft Certification
4 1 (0.28%) OCA
4 1 (0.28%) OCP
4 1 (0.28%) SC Cleared
4 1 (0.28%) Security Cleared
Quality Assurance & Compliance
1 27 (7.52%) Data Quality
2 12 (3.34%) SLA
3 7 (1.95%) QA
4 6 (1.67%) HL7
4 6 (1.67%) ISO/IEC 20000
5 5 (1.39%) GDPR
6 2 (0.56%) PMO
7 1 (0.28%) HAZOP
System Software
1 66 (18.38%) Docker
2 17 (4.74%) Active Directory
3 9 (2.51%) Hyper-V
3 9 (2.51%) Virtual Desktop
4 7 (1.95%) VMware Infrastructure
5 2 (0.56%) Microsoft App-V
5 2 (0.56%) Veritas Cluster Server
6 1 (0.28%) Oracle RAC
6 1 (0.28%) Virtual Machines
Systems Management
1 81 (22.56%) Terraform
2 73 (20.33%) Kubernetes
3 65 (18.11%) Puppet
4 60 (16.71%) Opscode Chef
5 16 (4.46%) Ansible
6 4 (1.11%) Active Directory Federation Services
6 4 (1.11%) Failover Clustering
6 4 (1.11%) SCOM
6 4 (1.11%) Single Sign-On
7 3 (0.84%) Check_MK
7 3 (0.84%) Microsoft Intune
8 2 (0.56%) SCCM
9 1 (0.28%) Data Guard
9 1 (0.28%) Istio
Vendors
1 141 (39.28%) Microsoft
2 82 (22.84%) Oracle
3 59 (16.43%) EnterpriseDB
4 24 (6.69%) SAP
5 14 (3.90%) VMware
6 13 (3.62%) Databricks
7 11 (3.06%) Workday
8 10 (2.79%) Dell
9 8 (2.23%) Veeam
10 6 (1.67%) Google
11 5 (1.39%) Cisco
11 5 (1.39%) Percona
11 5 (1.39%) Red Hat
11 5 (1.39%) SnapLogic
11 5 (1.39%) SonicWALL
12 4 (1.11%) HP
12 4 (1.11%) IBM
12 4 (1.11%) Salesforce.com
12 4 (1.11%) Sophos
12 4 (1.11%) Ubiquiti