Period
to 22 February 2020

The following table provides summary statistics for permanent job vacancies advertised in Glasgow 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 February 2020 with a comparison to the same period in the previous 2 years.

Migration
Scotland > Glasgow
6 months to
22 Feb 2020
Same period 2019 Same period 2018
Rank 69 87 69
Rank change year-on-year +18 -18 +33
Permanent jobs citing Migration 55 55 96
As % of all permanent IT jobs advertised in Glasgow 3.50% 2.75% 4.21%
As % of the Processes & Methodologies category 3.71% 2.91% 4.46%
Number of salaries quoted 32 22 52
Glasgow median annual salary £45,000 £52,500 £50,000
Median salary % change year-on-year -14.29% +5.00% +12.99%
10th Percentile £33,529 £26,126 £29,125
90th Percentile £60,000 £65,000 £65,450
Scotland median annual salary £45,000 £48,000 £50,000
% change year-on-year -6.25% -4.00% -

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 Glasgow with a requirement for process or methodology skills.

All Process and Methodology Skills
Glasgow
Permanent vacancies with a requirement for process or methodology skills 1,481 1,889 2,154
As % of all permanent IT jobs advertised in Glasgow 94.33% 94.31% 94.47%
Number of salaries quoted 1,074 1,323 1,455
Glasgow median annual salary £45,000 £45,000 £48,500
Median salary % change year-on-year - -7.22% +10.23%
10th Percentile £31,250 £31,020 £31,500
90th Percentile £62,500 £65,000 £70,000
Scotland median annual salary £45,000 £45,000 £45,000

Migration
Job Vacancy Trend in Glasgow

Job postings citing Migration as a percentage of all IT jobs advertised in Glasgow.

Job vacancy trend for Migration in Glasgow

Migration
Salary Trend in Glasgow

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Migration in Glasgow.

Salary trend for Migration in Glasgow

Migration
Salary Histogram in Glasgow

The salary distribution of IT jobs citing Migration in Glasgow over the 6 months to 22 February 2020.

Salary histogram for Migration in Glasgow

For the 6 months to 22 February 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 Glasgow region with a requirement for Migration.

1 17 (30.91%) SQL
1 17 (30.91%) Finance
1 17 (30.91%) Project Delivery
2 14 (25.45%) Microsoft
3 13 (23.64%) DNS
3 13 (23.64%) Computer Science
3 13 (23.64%) AWS
4 12 (21.82%) REST
4 12 (21.82%) Data Migration
4 12 (21.82%) SQL Server
4 12 (21.82%) .NET
4 12 (21.82%) Public Sector
5 11 (20.00%) Agile Software Development
5 11 (20.00%) Docker
5 11 (20.00%) Kubernetes
6 10 (18.18%) Continuous Integration
6 10 (18.18%) Azure
6 10 (18.18%) Big Data
6 10 (18.18%) Hadoop
6 10 (18.18%) ITIL
6 10 (18.18%) Data Modelling
6 10 (18.18%) Problem-Solving
6 10 (18.18%) Cloud Native
7 9 (16.36%) Customer Requirements
7 9 (16.36%) Self-Motivation
7 9 (16.36%) Active Directory
7 9 (16.36%) Windows
7 9 (16.36%) Service Management
7 9 (16.36%) SCCM
8 8 (14.55%) Hybrid Cloud

Migration
Co-occurring IT Skills in Glasgow 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 7 (12.73%) CMS
2 6 (10.91%) Elasticsearch
2 6 (10.91%) Tomcat
2 6 (10.91%) WebLogic
3 4 (7.27%) Apache Spark
4 3 (5.45%) Apache
4 3 (5.45%) IIS
5 2 (3.64%) Drupal
5 2 (3.64%) Joomla!
5 2 (3.64%) Umbraco
5 2 (3.64%) WordPress
6 1 (1.82%) Exchange Server 2013
Applications
1 6 (10.91%) Chatbot
2 2 (3.64%) Microsoft Office
Business Applications
1 2 (3.64%) Magento
2 1 (1.82%) JDE EnterpriseOne
2 1 (1.82%) Oracle ERP
Cloud Services
1 13 (23.64%) AWS
2 10 (18.18%) Azure
3 7 (12.73%) Cloud Computing
3 7 (12.73%) IaaS
3 7 (12.73%) PaaS
3 7 (12.73%) SaaS
4 6 (10.91%) OpenShift
4 6 (10.91%) Power Platform
5 3 (5.45%) iPaaS
5 3 (5.45%) Office 365
6 1 (1.82%) Adobe Creative Cloud
6 1 (1.82%) AWS CloudFormation
6 1 (1.82%) Azure Active Directory
6 1 (1.82%) Oracle CX
Communications & Networking
1 13 (23.64%) DNS
2 8 (14.55%) Firewall
3 7 (12.73%) DHCP
4 3 (5.45%) HTTP
4 3 (5.45%) SSL
5 2 (3.64%) LAN
5 2 (3.64%) WAN
6 1 (1.82%) Network Security
Database & Business Intelligence
1 12 (21.82%) SQL Server
2 10 (18.18%) Big Data
2 10 (18.18%) Hadoop
3 8 (14.55%) SQL Server Reporting Services
4 7 (12.73%) Data Warehouse
5 6 (10.91%) Power BI
5 6 (10.91%) SQL Server Integration Services
6 2 (3.64%) Oracle Database
6 2 (3.64%) SAP Data Services
6 2 (3.64%) SQL Server Analysis Services
7 1 (1.82%) BusinessObjects
7 1 (1.82%) MySQL
7 1 (1.82%) Relational Database
Development Applications
1 6 (10.91%) Selenium
2 4 (7.27%) FitNesse
2 4 (7.27%) Git (software)
2 4 (7.27%) Jenkins
2 4 (7.27%) SonarQube
2 4 (7.27%) WebDriver
3 2 (3.64%) JIRA
4 1 (1.82%) Team Foundation Server
4 1 (1.82%) Visual Studio
General
1 17 (30.91%) Finance
2 12 (21.82%) Public Sector
3 8 (14.55%) Local Government
4 7 (12.73%) Retail
5 2 (3.64%) Manufacturing
6 1 (1.82%) Financial Institution
6 1 (1.82%) Law
6 1 (1.82%) Legal
Job Titles
1 13 (23.64%) Developer
2 10 (18.18%) Architect
3 9 (16.36%) Analyst
4 7 (12.73%) Cloud Architect
4 7 (12.73%) Consultant
4 7 (12.73%) Technical Consultant
5 6 (10.91%) SCCM Consultant
6 4 (7.27%) Analyst Developer
6 4 (7.27%) Big Data Engineer
6 4 (7.27%) Data Engineer
7 3 (5.45%) Migration Architect
7 3 (5.45%) Senior Analyst
7 3 (5.45%) Senior Support Analyst
7 3 (5.45%) Senior Technical Analyst
7 3 (5.45%) Senior Technical Support
7 3 (5.45%) Senior Technical Support Analyst
7 3 (5.45%) Support Analyst
7 3 (5.45%) Technical Analyst
7 3 (5.45%) Technical Support
7 3 (5.45%) Technical Support Analyst
Libraries, Frameworks & Software Standards
1 12 (21.82%) .NET
1 12 (21.82%) REST
2 7 (12.73%) JSON
3 6 (10.91%) Kafka
3 6 (10.91%) Middleware
4 5 (9.09%) SOAP
4 5 (9.09%) XML
5 4 (7.27%) AngularJS
6 3 (5.45%) .NET Core
6 3 (5.45%) ASP.NET
6 3 (5.45%) HTML
6 3 (5.45%) Web Services
6 3 (5.45%) XSLT
7 2 (3.64%) ASP.NET Web API
7 2 (3.64%) Gherkin
8 1 (1.82%) YAML
Miscellaneous
1 10 (18.18%) Cloud Native
2 9 (16.36%) Self-Motivation
3 8 (14.55%) Hybrid Cloud
4 6 (10.91%) Public Cloud
5 5 (9.09%) Management Information System
6 4 (7.27%) Private Cloud
7 3 (5.45%) User Experience
8 2 (3.64%) Data Centre
8 2 (3.64%) Enterprise Software
9 1 (1.82%) Analytical Skills
9 1 (1.82%) Client/Server
9 1 (1.82%) Driving Licence
9 1 (1.82%) EMC VNX
9 1 (1.82%) Enterprise Cloud
9 1 (1.82%) Greenfield Project
9 1 (1.82%) Replication
Operating Systems
1 9 (16.36%) Windows
2 8 (14.55%) Windows 10
3 7 (12.73%) Windows 7
4 6 (10.91%) Windows 8
5 5 (9.09%) Linux
6 4 (7.27%) Unix
7 1 (1.82%) Apple iOS
7 1 (1.82%) Windows Server
7 1 (1.82%) Windows Server 2012
Processes & Methodologies
1 17 (30.91%) Project Delivery
2 13 (23.64%) Computer Science
3 12 (21.82%) Data Migration
4 11 (20.00%) Agile Software Development
5 10 (18.18%) Continuous Integration
5 10 (18.18%) Data Modelling
5 10 (18.18%) ITIL
5 10 (18.18%) Problem-Solving
6 9 (16.36%) Customer Requirements
6 9 (16.36%) Service Management
7 8 (14.55%) DevOps
8 7 (12.73%) Decision-Making
8 7 (12.73%) Patch Management
9 6 (10.91%) Conversational UI
9 6 (10.91%) Critical Thinking
9 6 (10.91%) Performance Testing
10 5 (9.09%) Business Intelligence
10 5 (9.09%) Configuration Management
10 5 (9.09%) Content Management
10 5 (9.09%) Release Management
Programming Languages
1 17 (30.91%) SQL
2 8 (14.55%) Python
3 7 (12.73%) JavaScript
4 5 (9.09%) Java
5 4 (7.27%) C#
5 4 (7.27%) Perl
5 4 (7.27%) Scala
6 3 (5.45%) PowerShell
6 3 (5.45%) XPath
7 2 (3.64%) PHP
8 1 (1.82%) Apple Swift
8 1 (1.82%) C++
8 1 (1.82%) T-SQL
8 1 (1.82%) VB
Qualifications
1 8 (14.55%) Degree
2 7 (12.73%) Microsoft Certification
3 6 (10.91%) HND
4 2 (3.64%) Cisco Certification
5 1 (1.82%) CCNA
5 1 (1.82%) CCNP
5 1 (1.82%) SC Cleared
5 1 (1.82%) Security Cleared
5 1 (1.82%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 6 (10.91%) QA
2 1 (1.82%) Cyber Essentials
2 1 (1.82%) GDPR
2 1 (1.82%) PMO
System Software
1 11 (20.00%) Docker
2 9 (16.36%) Active Directory
3 7 (12.73%) Hyper-V
4 6 (10.91%) HDFS
5 2 (3.64%) VMware Infrastructure
6 1 (1.82%) vSphere
Systems Management
1 11 (20.00%) Kubernetes
2 9 (16.36%) SCCM
3 4 (7.27%) HP Fortify
4 1 (1.82%) Ansible
4 1 (1.82%) Avamar
4 1 (1.82%) HAProxy
4 1 (1.82%) Jamf Pro
4 1 (1.82%) Nagios
4 1 (1.82%) SCDPM
4 1 (1.82%) SCOM
4 1 (1.82%) SCOrch
4 1 (1.82%) SCSM
Vendors
1 14 (25.45%) Microsoft
2 6 (10.91%) Capita
2 6 (10.91%) Google
2 6 (10.91%) Oracle
3 5 (9.09%) Cisco
4 3 (5.45%) VMware
5 2 (3.64%) Apple
5 2 (3.64%) SAP
6 1 (1.82%) Adobe
6 1 (1.82%) Asigra
6 1 (1.82%) Brocade
6 1 (1.82%) Dell
6 1 (1.82%) EMC
6 1 (1.82%) EqualLogic
6 1 (1.82%) JD Edwards
6 1 (1.82%) Palo Alto
6 1 (1.82%) Rackspace
6 1 (1.82%) Tableau
6 1 (1.82%) Veeam
6 1 (1.82%) Zerto