Migration Contract Job Trends in Glasgow

Migration
Scotland > Glasgow

The table below provides summary statistics and contractor rates for jobs advertised in Glasgow requiring Migration skills. It covers contract job vacancies from the 6 months leading up to 2 September 2026, with comparisons to the same periods in the previous two years.

6 months to
2 Sep 2026
Same period 2025 Same period 2024
Rank 29 48 48
Rank change year-on-year +19 0 -16
Contract jobs citing Migration 73 35 19
As % of all contract jobs in Glasgow 6.59% 4.78% 2.75%
As % of the Processes & Methodologies category 7.84% 5.23% 3.05%
Number of daily rates quoted 40 29 16
10th Percentile £317 £343 £359
25th Percentile £370 £413 £422
Median daily rate (50th Percentile) £525 £470 £500
Median % change year-on-year +11.70% -6.00% +3.90%
75th Percentile £575 £537 £578
90th Percentile £600 £636 £731
Scotland median daily rate £500 £500 £500
% change year-on-year - - +1.21%
Number of hourly rates quoted 1 1 1
Median hourly rate £35.00 £25.15 £16.92
Median % change year-on-year +39.17% +48.64% -
Scotland median hourly rate £19.33 £25.15 £17.00
% change year-on-year -23.14% +47.94% -

All Process & Methodology Skills
Glasgow

Migration falls under the Processes and Methodologies category. For comparison with the information above, the following table provides summary statistics for all contract job vacancies requiring process or methodology skills in Glasgow.

Contract vacancies with a requirement for process or methodology skills 931 669 623
As % of all contract IT jobs advertised in Glasgow 84.03% 91.39% 90.16%
Number of daily rates quoted 521 414 441
10th Percentile £268 £300 £259
25th Percentile £363 £364 £370
Median daily rate (50th Percentile) £450 £452 £450
Median % change year-on-year -0.44% +0.44% -10.00%
75th Percentile £575 £538 £550
90th Percentile £675 £588 £650
Scotland median daily rate £463 £463 £450
% change year-on-year - +2.78% -5.26%
Number of hourly rates quoted 43 20 12
10th Percentile £13.45 £15.01 £15.19
25th Percentile £13.70 £16.84 £18.11
Median hourly rate £35.00 £18.64 £21.92
Median % change year-on-year +87.79% -14.98% +51.19%
75th Percentile £43.96 £25.42 £48.66
90th Percentile £77.50 £29.34 £62.50
Scotland median hourly rate £17.43 £20.00 £18.69
% change year-on-year -12.85% +7.02% -1.93%

Migration
Job Vacancy Trend in Glasgow

Historical trend showing the proportion of contract IT job postings citing Migration relative to all contract IT jobs advertised in Glasgow.

Migration job vacancy trend in Glasgow

Migration
Daily Rate Trend in Glasgow

Contractor daily rate distribution trend for jobs in Glasgow citing Migration.

Contractor daily rate distribution trend for jobs in Glasgow citing Migration

Migration
Daily Rate Histogram in Glasgow

Daily rate distribution for jobs citing Migration in Glasgow over the 6 months to 2 September 2026.

Daily rate histogram for Migration in Glasgow

Migration
Hourly Rate Trend in Glasgow

Contractor hourly rate distribution trend for jobs in Glasgow citing Migration.

Contractor hourly rate distribution trend for jobs in Glasgow citing Migration

Migration
Co-Occurring Skills & Capabilities in Glasgow by Category

The following tables expand on the one above by listing co-occurrences grouped by category. They cover the same employment type, locality and period, with up to 20 co-occurrences shown in each category:

Application Platforms
1 11 (15.07%) Confluence
2 4 (5.48%) SharePoint
3 3 (4.11%) Apache
3 3 (4.11%) Microsoft Exchange
4 2 (2.74%) CMS
5 1 (1.37%) Alfresco
5 1 (1.37%) Apache Airflow
5 1 (1.37%) MS Project Server
5 1 (1.37%) WebSphere
Applications
1 8 (10.96%) Microsoft Excel
2 7 (9.59%) MS Visio
3 2 (2.74%) Microsoft Office
Business Applications
1 5 (6.85%) Dynamics CRM
2 4 (5.48%) Oracle Payables
2 4 (5.48%) Oracle Procure-to-Pay
2 4 (5.48%) Oracle Receivables
3 2 (2.74%) Aladdin
3 2 (2.74%) MultiFonds
4 1 (1.37%) Oracle Applications
4 1 (1.37%) Oracle EBS
4 1 (1.37%) Sonata
4 1 (1.37%) Temenos T24
Cloud Services
1 13 (17.81%) Azure
2 9 (12.33%) Dynamics 365
3 8 (10.96%) AWS
4 7 (9.59%) Power Platform
5 5 (6.85%) Entra ID
5 5 (6.85%) Microsoft 365
5 5 (6.85%) Nutanix
6 4 (5.48%) GitHub
6 4 (5.48%) GitHub Actions
6 4 (5.48%) OpenShift
6 4 (5.48%) PaaS
6 4 (5.48%) Power Automate
7 3 (4.11%) Amazon EKS
7 3 (4.11%) IaaS
7 3 (4.11%) SaaS
8 2 (2.74%) AWS Lambda
8 2 (2.74%) GCP
8 2 (2.74%) Serverless
8 2 (2.74%) Slack
8 2 (2.74%) Snowflake
Communications & Networking
1 6 (8.22%) VLAN
2 5 (6.85%) Ethernet VPN
3 4 (5.48%) BGP
3 4 (5.48%) Firewall
3 4 (5.48%) HSRP
3 4 (5.48%) OSPF
3 4 (5.48%) VPN
3 4 (5.48%) VRRP
3 4 (5.48%) VXLAN
4 2 (2.74%) NAS
4 2 (2.74%) SAN
5 1 (1.37%) VSAN
Database & Business Intelligence
1 9 (12.33%) MongoDB
2 8 (10.96%) DynamoDB
3 6 (8.22%) Power BI
4 4 (5.48%) Snowflake Schema
5 3 (4.11%) Data Warehouse
5 3 (4.11%) Metadata
6 2 (2.74%) Data Vault
6 2 (2.74%) Elasticsearch
6 2 (2.74%) Enterprise Data Warehouse
6 2 (2.74%) Flink
6 2 (2.74%) Oracle Reports
6 2 (2.74%) PostgreSQL
7 1 (1.37%) Amazon RDS
7 1 (1.37%) MySQL
7 1 (1.37%) NoSQL
7 1 (1.37%) Oracle ODI
7 1 (1.37%) Redis
7 1 (1.37%) SQL Server
7 1 (1.37%) Star Schema
7 1 (1.37%) Tableau
Development Applications
1 9 (12.33%) JIRA
2 5 (6.85%) Git
2 5 (6.85%) Jenkins
3 2 (2.74%) Terragrunt
4 1 (1.37%) Jasmine
4 1 (1.37%) Karma Test Runner
4 1 (1.37%) Oracle APEX
4 1 (1.37%) Oracle Forms
4 1 (1.37%) Subversion
General
1 30 (41.10%) Finance
2 28 (38.36%) Social Skills
3 15 (20.55%) Analytical Skills
4 11 (15.07%) Banking
5 10 (13.70%) Public Sector
6 5 (6.85%) Inclusion and Diversity
7 4 (5.48%) Billing
7 4 (5.48%) Private Banking
8 3 (4.11%) Financial Institution
8 3 (4.11%) Organisational Skills
9 2 (2.74%) Aviation
9 2 (2.74%) Documentation Skills
9 2 (2.74%) Investment Banking
9 2 (2.74%) Legal
10 1 (1.37%) Front Office
10 1 (1.37%) International Banking
10 1 (1.37%) Law
10 1 (1.37%) Manufacturing
10 1 (1.37%) Retail Banking
10 1 (1.37%) Telecoms
Job Titles
1 18 (24.66%) Analyst
2 14 (19.18%) Senior
3 11 (15.07%) Developer
4 8 (10.96%) Architect
4 8 (10.96%) Business Analyst
4 8 (10.96%) Business Systems Analyst
4 8 (10.96%) Systems Analyst
5 7 (9.59%) Senior Developer
6 5 (6.85%) Financial Analyst
6 5 (6.85%) Project Manager
7 4 (5.48%) Finance Business Analyst
7 4 (5.48%) Network Engineer
7 4 (5.48%) Python Developer
7 4 (5.48%) Senior Analyst
7 4 (5.48%) Senior Business Systems Analyst
7 4 (5.48%) Senior Systems Analyst
7 4 (5.48%) Solutions Architect
8 3 (4.11%) Infrastructure Engineer
8 3 (4.11%) Technical Manager
8 3 (4.11%) Technical Project Manager
Libraries, Frameworks & Software Standards
1 9 (12.33%) Kafka
2 8 (10.96%) JSON
2 8 (10.96%) Web Services
3 7 (9.59%) REST
4 6 (8.22%) .NET
4 6 (8.22%) Celery
4 6 (8.22%) RabbitMQ
4 6 (8.22%) Terraform
5 5 (6.85%) RESTful
6 4 (5.48%) Spring
6 4 (5.48%) Spring Boot
7 3 (4.11%) AngularJS
7 3 (4.11%) HTML
7 3 (4.11%) Middleware
8 2 (2.74%) CSS
8 2 (2.74%) OAuth
8 2 (2.74%) OAuth2
8 2 (2.74%) PyTorch
8 2 (2.74%) scikit-learn
8 2 (2.74%) TensorFlow
Miscellaneous
1 10 (13.70%) Product Ownership
2 7 (9.59%) Cloud Native
3 5 (6.85%) Data Centre
4 4 (5.48%) Enterprise Software
5 3 (4.11%) Legacy Systems
6 2 (2.74%) Distributed Systems
6 2 (2.74%) Equities
6 2 (2.74%) Fixed Income
6 2 (2.74%) Greenfield Project
6 2 (2.74%) Management Information System
6 2 (2.74%) Replication
6 2 (2.74%) Virtual Team
7 1 (1.37%) CCTV
7 1 (1.37%) Clustering
7 1 (1.37%) Credit Risk
7 1 (1.37%) Derivative
7 1 (1.37%) Manufacturing Execution System
7 1 (1.37%) Onboarding
7 1 (1.37%) Operational Technology
7 1 (1.37%) SWIFT Messaging Network
Operating Systems
1 13 (17.81%) Windows
2 7 (9.59%) Unix
3 5 (6.85%) Windows Server
4 4 (5.48%) Linux
5 2 (2.74%) VMS
6 1 (1.37%) Ubuntu
6 1 (1.37%) Windows 10
Processes & Methodologies
1 22 (30.14%) Agile
2 17 (23.29%) Stakeholder Engagement
3 15 (20.55%) CI/CD
3 15 (20.55%) Stakeholder Management
4 13 (17.81%) Data Migration
4 13 (17.81%) Scrum
4 13 (17.81%) Validation
5 12 (16.44%) Data Analysis
6 10 (13.70%) Change Management
6 10 (13.70%) Project Delivery
7 9 (12.33%) DevOps
7 9 (12.33%) Problem-Solving
7 9 (12.33%) User Acceptance Testing
8 8 (10.96%) Data Modelling
8 8 (10.96%) Machine Learning
8 8 (10.96%) Roadmaps
8 8 (10.96%) Sequence Diagram
9 7 (9.59%) ERP
9 7 (9.59%) Technical Leadership
9 7 (9.59%) Workshop Facilitation
Programming Languages
1 15 (20.55%) SQL
2 12 (16.44%) Python
3 11 (15.07%) PL/SQL
4 7 (9.59%) Java
5 5 (6.85%) C#
6 4 (5.48%) JavaScript
7 3 (4.11%) TypeScript
8 2 (2.74%) Perl
9 1 (1.37%) Bicep
9 1 (1.37%) PowerShell
Qualifications
1 9 (12.33%) Security Cleared
2 4 (5.48%) CCNA
2 4 (5.48%) CCNP
2 4 (5.48%) Cisco Certification
2 4 (5.48%) Degree
2 4 (5.48%) PMI Certification
2 4 (5.48%) PMP
3 3 (4.11%) Azure Certification
3 3 (4.11%) Postgraduate
3 3 (4.11%) SC Cleared
4 2 (2.74%) BPSS Clearance
4 2 (2.74%) Computer Science Degree
5 1 (1.37%) AWS Certification
5 1 (1.37%) AWS Certified Solutions Architect
5 1 (1.37%) Master's Degree
5 1 (1.37%) Microsoft Certification
5 1 (1.37%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 9 (12.33%) Data Quality
2 4 (5.48%) Accessibility
3 3 (4.11%) WCAG
4 2 (2.74%) GDPR
5 1 (1.37%) GxP
5 1 (1.37%) ISO/IEC 27001
5 1 (1.37%) PCI DSS
5 1 (1.37%) PMO
System Software
1 9 (12.33%) Hyper-V
2 8 (10.96%) Active Directory
3 7 (9.59%) VMware Infrastructure
4 4 (5.48%) Docker
5 3 (4.11%) VMware ESXi
6 2 (2.74%) Virtual Machines
7 1 (1.37%) Firmware
7 1 (1.37%) KVM
7 1 (1.37%) Virtual Desktop
7 1 (1.37%) VMware NSX
7 1 (1.37%) vSphere
Systems Management
1 10 (13.70%) Kubernetes
2 4 (5.48%) Microsoft Intune
3 2 (2.74%) Argo
3 2 (2.74%) Istio
3 2 (2.74%) NetBackup
4 1 (1.37%) Ansible
4 1 (1.37%) Failover Clustering
4 1 (1.37%) SCCM
4 1 (1.37%) SCOM
4 1 (1.37%) WMI
Vendors
1 19 (26.03%) Oracle
2 18 (24.66%) Microsoft
3 9 (12.33%) VMware
4 8 (10.96%) MuleSoft
5 4 (5.48%) Cisco
5 4 (5.48%) Palo Alto
5 4 (5.48%) SAP
6 3 (4.11%) Temenos
7 2 (2.74%) Acronis
7 2 (2.74%) Avaloq
7 2 (2.74%) Charles River
7 2 (2.74%) Informatica
7 2 (2.74%) SimCorp
7 2 (2.74%) Talend
7 2 (2.74%) Veritas
8 1 (1.37%) IBM
8 1 (1.37%) Intel
8 1 (1.37%) Okta
8 1 (1.37%) Qualys
8 1 (1.37%) ServiceNow