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 3 October 2026, with comparisons to the same periods in the previous two years.

6 months to
3 Oct 2026
Same period 2025 Same period 2024
Rank 32 44 44
Rank change year-on-year +12 0 -12
Contract jobs citing Migration 75 39 22
As % of all contract jobs in Glasgow 6.26% 5.21% 3.23%
As % of the Processes & Methodologies category 7.43% 5.74% 3.63%
Number of daily rates quoted 38 30 19
10th Percentile £310 £375 £354
25th Percentile £364 £413 £384
Median daily rate (50th Percentile) £425 £460 £500
Median % change year-on-year -7.61% -8.00% +2.56%
75th Percentile £538 £538 £519
90th Percentile £579 £638 £615
Scotland median daily rate £475 £500 £475
% change year-on-year -5.00% +5.26% -5.00%
Number of hourly rates quoted 2 2 2
10th Percentile - £15.05 £15.39
25th Percentile - £16.74 £15.65
Median hourly rate £35.00 £19.54 £16.56
Median % change year-on-year +79.12% +18.03% -
75th Percentile - £22.35 £17.10
90th Percentile - £24.03 £17.14
Scotland median hourly rate £27.50 £25.15 £16.92
% change year-on-year +9.34% +48.64% -

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 1,009 679 606
As % of all contract IT jobs advertised in Glasgow 84.22% 90.65% 88.86%
Number of daily rates quoted 545 416 424
10th Percentile £281 £300 £269
25th Percentile £363 £384 £356
Median daily rate (50th Percentile) £450 £454 £440
Median % change year-on-year -0.88% +3.18% -12.00%
75th Percentile £558 £538 £550
90th Percentile £675 £613 £650
Scotland median daily rate £470 £470 £450
% change year-on-year - +4.44% -5.26%
Number of hourly rates quoted 48 22 13
10th Percentile £13.39 £14.40 £15.56
25th Percentile £13.70 £16.84 £18.50
Median hourly rate £35.00 £17.72 £19.59
Median % change year-on-year +97.49% -9.53% +35.10%
75th Percentile £43.96 £25.95 £25.17
90th Percentile £77.50 £54.37 £40.90
Scotland median hourly rate £16.86 £19.97 £19.59
% change year-on-year -15.57% +1.94% +3.49%

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 3 October 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 9 (12.00%) Confluence
2 6 (8.00%) Apache
3 4 (5.33%) SharePoint
4 3 (4.00%) Apache Airflow
4 3 (4.00%) Microsoft Exchange
5 2 (2.67%) Apache Spark
5 2 (2.67%) CMS
6 1 (1.33%) MS Project Server
6 1 (1.33%) WebSphere
Applications
1 8 (10.67%) Microsoft Excel
2 7 (9.33%) MS Visio
3 2 (2.67%) Microsoft Office
Business Applications
1 5 (6.67%) Dynamics CRM
2 4 (5.33%) Oracle Payables
2 4 (5.33%) Oracle Procure-to-Pay
2 4 (5.33%) Oracle Receivables
3 2 (2.67%) Aladdin
3 2 (2.67%) MultiFonds
4 1 (1.33%) Oracle Applications
4 1 (1.33%) Sonata
4 1 (1.33%) Temenos T24
Cloud Services
1 12 (16.00%) Azure
2 9 (12.00%) AWS
2 9 (12.00%) Dynamics 365
3 7 (9.33%) Power Platform
4 6 (8.00%) Entra ID
5 5 (6.67%) AWS Lambda
5 5 (6.67%) GitHub
5 5 (6.67%) Microsoft 365
5 5 (6.67%) Nutanix
5 5 (6.67%) Serverless
6 4 (5.33%) Amazon ECS
6 4 (5.33%) Amazon S3
6 4 (5.33%) OpenShift
6 4 (5.33%) PaaS
6 4 (5.33%) Power Automate
7 3 (4.00%) AWS CloudFormation
7 3 (4.00%) GitHub Actions
7 3 (4.00%) IaaS
7 3 (4.00%) Virtual Private Cloud
8 2 (2.67%) Snowflake
Communications & Networking
1 6 (8.00%) VLAN
2 5 (6.67%) Ethernet VPN
3 4 (5.33%) BGP
3 4 (5.33%) Firewall
3 4 (5.33%) HSRP
3 4 (5.33%) OSPF
3 4 (5.33%) VPN
3 4 (5.33%) VRRP
3 4 (5.33%) VXLAN
4 2 (2.67%) NAS
4 2 (2.67%) SAN
5 1 (1.33%) VSAN
Database & Business Intelligence
1 9 (12.00%) MongoDB
2 8 (10.67%) DynamoDB
3 6 (8.00%) Power BI
4 4 (5.33%) Data Warehouse
5 3 (4.00%) Data Lake
5 3 (4.00%) Elasticsearch
5 3 (4.00%) Flink
5 3 (4.00%) Snowflake Schema
6 2 (2.67%) Amazon Athena
6 2 (2.67%) Amazon RDS
6 2 (2.67%) Delta Lake
6 2 (2.67%) Oracle Reports
6 2 (2.67%) PostgreSQL
7 1 (1.33%) Azure SQL Database
7 1 (1.33%) Data Vault
7 1 (1.33%) MySQL
7 1 (1.33%) Redis
7 1 (1.33%) SQL Server
7 1 (1.33%) Star Schema
7 1 (1.33%) Tableau
Development Applications
1 7 (9.33%) JIRA
2 6 (8.00%) Git
2 6 (8.00%) Jenkins
3 2 (2.67%) GitLab
4 1 (1.33%) Gradle
4 1 (1.33%) Jasmine
4 1 (1.33%) Karma Test Runner
4 1 (1.33%) Maven
4 1 (1.33%) Oracle APEX
4 1 (1.33%) Oracle Forms
4 1 (1.33%) Subversion
General
1 30 (40.00%) Finance
2 27 (36.00%) Social Skills
3 15 (20.00%) Analytical Skills
4 13 (17.33%) Banking
5 8 (10.67%) Public Sector
6 5 (6.67%) Inclusion and Diversity
7 4 (5.33%) Billing
7 4 (5.33%) Private Banking
8 3 (4.00%) Financial Institution
8 3 (4.00%) Organisational Skills
9 2 (2.67%) Documentation Skills
10 1 (1.33%) Aviation
10 1 (1.33%) Front Office
10 1 (1.33%) International Banking
10 1 (1.33%) Investment Banking
10 1 (1.33%) Law
10 1 (1.33%) Manufacturing
10 1 (1.33%) Pharmaceutical
10 1 (1.33%) Retail Banking
10 1 (1.33%) Telecoms
Job Titles
1 18 (24.00%) Analyst
2 13 (17.33%) Developer
2 13 (17.33%) Senior
3 8 (10.67%) Business Analyst
3 8 (10.67%) Business Systems Analyst
3 8 (10.67%) Systems Analyst
4 6 (8.00%) Architect
4 6 (8.00%) Senior Developer
5 5 (6.67%) Financial Analyst
5 5 (6.67%) Project Manager
6 4 (5.33%) Finance Business Analyst
6 4 (5.33%) Network Engineer
6 4 (5.33%) Python Developer
6 4 (5.33%) Senior Analyst
6 4 (5.33%) Senior Business Systems Analyst
6 4 (5.33%) Senior Systems Analyst
7 3 (4.00%) Infrastructure Engineer
7 3 (4.00%) Java Developer
7 3 (4.00%) Technical Manager
7 3 (4.00%) Technical Project Manager
Libraries, Frameworks & Software Standards
1 10 (13.33%) Kafka
2 9 (12.00%) JSON
2 9 (12.00%) REST
3 8 (10.67%) Web Services
4 6 (8.00%) .NET
4 6 (8.00%) Terraform
5 5 (6.67%) Celery
5 5 (6.67%) RabbitMQ
5 5 (6.67%) Spring
5 5 (6.67%) Spring Boot
6 4 (5.33%) AngularJS
6 4 (5.33%) RESTful
7 3 (4.00%) HTML
7 3 (4.00%) Middleware
8 2 (2.67%) CSS
8 2 (2.67%) LDAP
8 2 (2.67%) OAuth
8 2 (2.67%) OAuth2
8 2 (2.67%) PySpark
9 1 (1.33%) TensorFlow
Miscellaneous
1 10 (13.33%) Product Ownership
2 5 (6.67%) Data Centre
3 4 (5.33%) Cloud Native
3 4 (5.33%) Enterprise Software
3 4 (5.33%) Replication
4 3 (4.00%) Legacy Systems
4 3 (4.00%) Onboarding
5 2 (2.67%) Distributed Systems
5 2 (2.67%) Equities
5 2 (2.67%) Fixed Income
5 2 (2.67%) Greenfield Project
5 2 (2.67%) Management Information System
5 2 (2.67%) Virtual Team
6 1 (1.33%) CCTV
6 1 (1.33%) Clustering
6 1 (1.33%) Credit Risk
6 1 (1.33%) Data Protection Act
6 1 (1.33%) Derivative
6 1 (1.33%) Enterprise Cloud
6 1 (1.33%) SWIFT Messaging Network
Operating Systems
1 12 (16.00%) Windows
2 6 (8.00%) Unix
3 5 (6.67%) Linux
4 3 (4.00%) Windows Server
5 2 (2.67%) Red Hat Enterprise Linux
5 2 (2.67%) VMS
6 1 (1.33%) Ubuntu
6 1 (1.33%) Windows 10
Processes & Methodologies
1 19 (25.33%) Agile
2 18 (24.00%) Stakeholder Engagement
3 17 (22.67%) CI/CD
4 15 (20.00%) Stakeholder Management
4 15 (20.00%) Validation
5 14 (18.67%) Scrum
6 13 (17.33%) Data Migration
7 11 (14.67%) Data Analysis
7 11 (14.67%) DevOps
7 11 (14.67%) Problem-Solving
8 10 (13.33%) Change Management
8 10 (13.33%) Project Delivery
9 9 (12.00%) Machine Learning
9 9 (12.00%) User Acceptance Testing
10 8 (10.67%) Sequence Diagram
11 7 (9.33%) Business Intelligence
11 7 (9.33%) Data Modelling
11 7 (9.33%) Workshop Facilitation
12 6 (8.00%) ETL
12 6 (8.00%) ITIL
Programming Languages
1 18 (24.00%) SQL
2 14 (18.67%) Python
3 11 (14.67%) PL/SQL
4 8 (10.67%) Java
5 5 (6.67%) C#
6 4 (5.33%) JavaScript
7 3 (4.00%) TypeScript
8 2 (2.67%) Bash
8 2 (2.67%) Perl
8 2 (2.67%) Shell Script
9 1 (1.33%) Bicep
9 1 (1.33%) PowerShell
Qualifications
1 8 (10.67%) Security Cleared
2 4 (5.33%) CCNA
2 4 (5.33%) CCNP
2 4 (5.33%) Cisco Certification
2 4 (5.33%) Degree
2 4 (5.33%) PMI Certification
2 4 (5.33%) PMP
3 3 (4.00%) Azure Certification
3 3 (4.00%) Postgraduate
4 2 (2.67%) AWS Certification
4 2 (2.67%) Computer Science Degree
4 2 (2.67%) SC Cleared
5 1 (1.33%) AWS Certified Solutions Architect
5 1 (1.33%) Master's Degree
5 1 (1.33%) Microsoft Certification
5 1 (1.33%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 10 (13.33%) Data Quality
2 6 (8.00%) Accessibility
3 3 (4.00%) WCAG
4 2 (2.67%) PMO
5 1 (1.33%) GDPR
5 1 (1.33%) GxP
5 1 (1.33%) ISO/IEC 27001
5 1 (1.33%) PCI DSS
5 1 (1.33%) QA
System Software
1 9 (12.00%) Hyper-V
2 8 (10.67%) Active Directory
3 7 (9.33%) VMware Infrastructure
4 5 (6.67%) Docker
5 3 (4.00%) VMware ESXi
6 2 (2.67%) Virtual Machines
7 1 (1.33%) Firmware
7 1 (1.33%) KVM
7 1 (1.33%) Virtual Desktop
7 1 (1.33%) VMware NSX
7 1 (1.33%) vSphere
Systems Management
1 9 (12.00%) Kubernetes
2 4 (5.33%) Ansible
2 4 (5.33%) Microsoft Intune
3 2 (2.67%) NetBackup
4 1 (1.33%) Failover Clustering
4 1 (1.33%) Kibana
4 1 (1.33%) logstash
4 1 (1.33%) SCCM
4 1 (1.33%) SCOM
4 1 (1.33%) WMI
Vendors
1 19 (25.33%) Microsoft
2 17 (22.67%) Oracle
3 9 (12.00%) VMware
4 8 (10.67%) MuleSoft
5 4 (5.33%) Cisco
5 4 (5.33%) Palo Alto
5 4 (5.33%) SAP
6 3 (4.00%) Databricks
6 3 (4.00%) Temenos
7 2 (2.67%) Acronis
7 2 (2.67%) Avaloq
7 2 (2.67%) Charles River
7 2 (2.67%) ForgeRock
7 2 (2.67%) SimCorp
7 2 (2.67%) Veritas
8 1 (1.33%) Intel
8 1 (1.33%) Qualys
8 1 (1.33%) Splunk
8 1 (1.33%) Talend
8 1 (1.33%) webMethods