Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 22 June 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 22 June 2021 with a comparison to the same period in the previous 2 years.

Migration
England > Yorkshire
6 months to
22 Jun 2021		 Same period 2020 Same period 2019
Rank 51 83 106
Rank change year-on-year +32 +23 -6
Permanent jobs citing Migration 277 126 264
As % of all permanent jobs advertised in Yorkshire 4.80% 3.04% 3.46%
As % of the Processes & Methodologies category 5.11% 3.31% 3.80%
Number of salaries quoted 237 108 214
10th Percentile £35,428 £34,750 £35,000
25th Percentile £37,500 £42,500 £38,813
Median annual salary (50th Percentile) £47,500 £50,000 £50,000
Median % change year-on-year -5.00% - +2.56%
75th Percentile £56,250 £63,750 £63,750
90th Percentile £60,650 £69,475 £75,950
England median annual salary £57,500 £65,000 £57,500
% change year-on-year -11.54% +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 5,423 3,804 6,943
As % of all permanent IT jobs advertised in Yorkshire 93.95% 91.86% 91.04%
Number of salaries quoted 4,200 3,249 5,643
10th Percentile £29,488 £28,328 £25,737
25th Percentile £37,219 £35,250 £32,500
Median annual salary (50th Percentile) £47,500 £47,250 £42,500
Median % change year-on-year +0.53% +11.18% -
75th Percentile £62,500 £57,500 £53,750
90th Percentile £71,250 £68,750 £63,750
England median annual salary £55,000 £55,000 £52,500
% 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 22 June 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 22 June 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 +28 167 £47,500 -5.00% 43
South Yorkshire +19 70 £47,500 -5.00% 8
North Yorkshire -2 35 £45,000 - 7
East Yorkshire -10 5 £41,439 -49.77% 5
Migration
England

For the 6 months to 22 June 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.

1 143 (51.62%) DevOps
2 124 (44.77%) Azure
3 119 (42.96%) Continuous Integration
4 105 (37.91%) Agile Software Development
5 102 (36.82%) SQL
6 101 (36.46%) Microsoft
7 95 (34.30%) AWS
8 86 (31.05%) Windows
9 75 (27.08%) Terraform
10 73 (26.35%) Oracle
11 70 (25.27%) Linux
12 69 (24.91%) Kubernetes
13 68 (24.55%) Scrum
14 67 (24.19%) Docker
15 65 (23.47%) Infrastructure as Code
16 63 (22.74%) Deployment Automation
16 63 (22.74%) Puppet
17 62 (22.38%) Git (software)
18 59 (21.30%) Opscode Chef
18 59 (21.30%) AWS CloudFormation
18 59 (21.30%) EnterpriseDB
18 59 (21.30%) Data Security
19 58 (20.94%) Data Migration
20 33 (11.91%) Social Skills
21 28 (10.11%) Project Delivery
21 28 (10.11%) Microsoft 365
22 26 (9.39%) ETL
23 25 (9.03%) Business Intelligence
24 24 (8.66%) Stakeholder Management
25 22 (7.94%) VMware

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 9 (3.25%) MS Exchange
2 7 (2.53%) Apache Spark
3 6 (2.17%) Apache
3 6 (2.17%) Apache Synapse
4 3 (1.08%) SharePoint
5 1 (0.36%) BizTalk Server
5 1 (0.36%) CMS
5 1 (0.36%) Confluence
5 1 (0.36%) IIS
5 1 (0.36%) Jupyter
5 1 (0.36%) Oracle Service Bus
5 1 (0.36%) Oracle SOA Suite
5 1 (0.36%) SAS
5 1 (0.36%) Tuxedo
5 1 (0.36%) WordPress
Applications
1 8 (2.89%) Microsoft Office
2 4 (1.44%) Microsoft Excel
3 3 (1.08%) Microsoft Project
4 2 (0.72%) Adobe Illustrator
4 2 (0.72%) Photoshop
Business Applications
1 3 (1.08%) Magento
1 3 (1.08%) NetSuite
2 1 (0.36%) Dynamics CRM
2 1 (0.36%) ResourceLink
2 1 (0.36%) SAP S/4HANA
Cloud Services
1 124 (44.77%) Azure
2 95 (34.30%) AWS
3 59 (21.30%) AWS CloudFormation
4 28 (10.11%) Microsoft 365
5 14 (5.05%) Power Platform
6 9 (3.25%) PaaS
7 8 (2.89%) Azure Data Factory
7 8 (2.89%) Azure Synapse Analytics
7 8 (2.89%) IaaS
8 7 (2.53%) OneDrive
9 6 (2.17%) Azure Active Directory
9 6 (2.17%) Azure Functions
9 6 (2.17%) Cloud Computing
9 6 (2.17%) Dynamics 365
9 6 (2.17%) Serverless
10 4 (1.44%) SaaS
11 2 (0.72%) GCP
11 2 (0.72%) GitHub
11 2 (0.72%) Route 53
11 2 (0.72%) Stripe
Communications & Networking
1 17 (6.14%) Firewall
2 14 (5.05%) DNS
3 10 (3.61%) Remote Desktop
4 7 (2.53%) SAN
4 7 (2.53%) VPN
5 6 (2.17%) DHCP
5 6 (2.17%) SSL
5 6 (2.17%) Wi-Fi
6 4 (1.44%) BGP
6 4 (1.44%) IP Telephony
6 4 (1.44%) IPsec
7 2 (0.72%) Intranet
7 2 (0.72%) LAN
7 2 (0.72%) TCP/IP
7 2 (0.72%) WAN
8 1 (0.36%) HTTP
8 1 (0.36%) NAS
8 1 (0.36%) SMTP
8 1 (0.36%) Wireless
Database & Business Intelligence
1 22 (7.94%) Data Warehouse
2 15 (5.42%) SQL Server
3 14 (5.05%) Power BI
4 12 (4.33%) SQL Server Integration Services
5 10 (3.61%) Azure SQL Data Warehouse
5 10 (3.61%) SQL Server Analysis Services
6 9 (3.25%) Big Data
7 8 (2.89%) Azure SQL Database
7 8 (2.89%) Oracle Database
8 7 (2.53%) Data Lake
8 7 (2.53%) Relational Database
8 7 (2.53%) Spark SQL
9 6 (2.17%) Enterprise Data Warehouse
9 6 (2.17%) Microsoft Analysis Services
9 6 (2.17%) MySQL
9 6 (2.17%) SQL Server Reporting Services
10 5 (1.81%) MariaDB
11 4 (1.44%) Oracle Database 12c
11 4 (1.44%) QlikView
12 3 (1.08%) BusinessObjects Business Intelligence
Development Applications
1 62 (22.38%) Git (software)
2 4 (1.44%) JIRA
3 2 (0.72%) Oracle Forms
4 1 (0.36%) AdminStudio
4 1 (0.36%) GitLab
4 1 (0.36%) InstallShield
4 1 (0.36%) MSI
4 1 (0.36%) Team Foundation Server
4 1 (0.36%) Vagrant
4 1 (0.36%) Visual Studio
General
1 33 (11.91%) Social Skills
2 13 (4.69%) Public Sector
3 8 (2.89%) Finance
3 8 (2.89%) Marketing
3 8 (2.89%) Retail
4 7 (2.53%) Analytical Skills
4 7 (2.53%) Presentation Skills
5 6 (2.17%) Manufacturing
6 4 (1.44%) Law
7 3 (1.08%) Legal
7 3 (1.08%) Local Government
7 3 (1.08%) Organisational Skills
8 2 (0.72%) Billing
8 2 (0.72%) Documentation Skills
8 2 (0.72%) Telecoms
9 1 (0.36%) Back Office
9 1 (0.36%) Banking
Job Titles
1 66 (23.83%) Azure Engineer
2 62 (22.38%) DevOps Engineer
3 59 (21.30%) AWS DevOps
3 59 (21.30%) AWS DevOps Engineer
3 59 (21.30%) AWS Engineer
3 59 (21.30%) Platform Engineer
4 35 (12.64%) Architect
5 31 (11.19%) Analyst
6 16 (5.78%) Cloud Architect
6 16 (5.78%) Developer
7 15 (5.42%) Business Analyst
8 11 (3.97%) Azure Architect
9 10 (3.61%) Security Architect
9 10 (3.61%) Technical Architect
10 9 (3.25%) Data Analyst
10 9 (3.25%) DBA
11 8 (2.89%) Consultant
12 7 (2.53%) Oracle DBA
12 7 (2.53%) Project Manager
12 7 (2.53%) Solutions Architect
Libraries, Frameworks & Software Standards
1 7 (2.53%) Middleware
1 7 (2.53%) PySpark
2 6 (2.17%) .NET
2 6 (2.17%) HTML
2 6 (2.17%) Web Services
3 4 (1.44%) Node.js
4 3 (1.08%) CSS
5 2 (0.72%) AngularJS
5 2 (0.72%) ASP.NET
5 2 (0.72%) CSS3
5 2 (0.72%) HTML5
5 2 (0.72%) jQuery
5 2 (0.72%) LDAP
5 2 (0.72%) RESTful
5 2 (0.72%) WPF
6 1 (0.36%) .NET Framework
6 1 (0.36%) JSON
6 1 (0.36%) Pandas
6 1 (0.36%) WCF
6 1 (0.36%) WinForms
Miscellaneous
1 11 (3.97%) Data Centre
2 5 (1.81%) Public Cloud
3 4 (1.44%) NHS
3 4 (1.44%) Private Cloud
3 4 (1.44%) Self-Motivation
3 4 (1.44%) User Experience
4 3 (1.08%) Greenfield Project
4 3 (1.08%) Management Information System
4 3 (1.08%) Mobile App
5 2 (0.72%) Clustering
5 2 (0.72%) Data Structures
5 2 (0.72%) Driving Licence
5 2 (0.72%) Hybrid Cloud
6 1 (0.36%) Algorithms
6 1 (0.36%) Cloud Native
6 1 (0.36%) Fat Client
6 1 (0.36%) FMCG
6 1 (0.36%) PACS
6 1 (0.36%) Thin Client
Operating Systems
1 86 (31.05%) Windows
2 70 (25.27%) Linux
3 14 (5.05%) Windows Server
4 6 (2.17%) Unix
5 5 (1.81%) Red Hat Enterprise Linux
6 4 (1.44%) Windows 10
6 4 (1.44%) Windows Server 2008
7 3 (1.08%) Android
7 3 (1.08%) Apple iOS
7 3 (1.08%) Solaris
8 2 (0.72%) Windows Server 2019
9 1 (0.36%) VMS
9 1 (0.36%) Windows Server 2003
9 1 (0.36%) Windows Server 2012
9 1 (0.36%) Windows Server 2016
Processes & Methodologies
1 143 (51.62%) DevOps
2 119 (42.96%) Continuous Integration
3 105 (37.91%) Agile Software Development
4 68 (24.55%) Scrum
5 65 (23.47%) Infrastructure as Code
6 63 (22.74%) Deployment Automation
7 59 (21.30%) Data Security
8 58 (20.94%) Data Migration
9 28 (10.11%) Project Delivery
10 26 (9.39%) ETL
11 25 (9.03%) Business Intelligence
12 24 (8.66%) Stakeholder Management
13 17 (6.14%) Data Governance
14 15 (5.42%) Business Analysis
14 15 (5.42%) ERP
14 15 (5.42%) Project Management
15 14 (5.05%) Analytics
16 13 (4.69%) Waterfall
17 11 (3.97%) Change Management
17 11 (3.97%) TDD
Programming Languages
1 102 (36.82%) SQL
2 20 (7.22%) PowerShell
3 13 (4.69%) C#
4 12 (4.33%) Python
5 11 (3.97%) JavaScript
5 11 (3.97%) T-SQL
6 7 (2.53%) Scala
7 6 (2.17%) PL/SQL
8 5 (1.81%) Bash Shell
9 4 (1.44%) Ruby
10 1 (0.36%) C
10 1 (0.36%) C++
10 1 (0.36%) Data Analysis Expressions (DAX)
10 1 (0.36%) Java
10 1 (0.36%) PHP
10 1 (0.36%) SOQL
Qualifications
1 5 (1.81%) AWS Certification
1 5 (1.81%) Degree
2 2 (0.72%) Microsoft Certification
2 2 (0.72%) PRINCE2 Practitioner
3 1 (0.36%) AAT
3 1 (0.36%) ACCA
3 1 (0.36%) CIMA
3 1 (0.36%) ITIL Certification
3 1 (0.36%) ITIL Foundation Certificate
3 1 (0.36%) MCSE
Quality Assurance & Compliance
1 17 (6.14%) Data Quality
2 3 (1.08%) GDPR
2 3 (1.08%) QA
3 1 (0.36%) HL7
3 1 (0.36%) ISO 9001
3 1 (0.36%) ISO/IEC 27001
3 1 (0.36%) SLA
System Software
1 67 (24.19%) Docker
2 22 (7.94%) Active Directory
3 13 (4.69%) Hyper-V
3 13 (4.69%) VMware Infrastructure
4 8 (2.89%) Virtual Desktop
5 4 (1.44%) Virtual Machines
6 2 (0.72%) Veritas Cluster Server
7 1 (0.36%) HDFS
7 1 (0.36%) Microsoft App-V
Systems Management
1 75 (27.08%) Terraform
2 69 (24.91%) Kubernetes
3 63 (22.74%) Puppet
4 59 (21.30%) Opscode Chef
5 5 (1.81%) Ansible
6 4 (1.44%) Failover Clustering
7 3 (1.08%) Single Sign-On
8 2 (0.72%) Active Directory Federation Services
8 2 (0.72%) Data Guard
8 2 (0.72%) Microsoft Intune
8 2 (0.72%) Red Hat Satellite
8 2 (0.72%) SCOM
9 1 (0.36%) Hadoop YARN
9 1 (0.36%) Istio
9 1 (0.36%) SCCM
Vendors
1 101 (36.46%) Microsoft
2 73 (26.35%) Oracle
3 59 (21.30%) EnterpriseDB
4 22 (7.94%) VMware
5 9 (3.25%) Citrix
6 8 (2.89%) SAP
7 7 (2.53%) Databricks
8 6 (2.17%) Zerto
9 5 (1.81%) Percona
9 5 (1.81%) Salesforce.com
9 5 (1.81%) SnapLogic
10 4 (1.44%) Dell
10 4 (1.44%) Google
10 4 (1.44%) MikroTik
10 4 (1.44%) Red Hat
10 4 (1.44%) Sophos
10 4 (1.44%) Ubiquiti
11 2 (0.72%) JD Edwards
11 2 (0.72%) ServiceNow
11 2 (0.72%) Veritas