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

6 months to
3 Aug 2026
Same period 2025 Same period 2024
Rank 26 45 47
Rank change year-on-year +19 +2 -17
Contract jobs citing Migration 73 39 22
As % of all contract jobs in Glasgow 6.95% 4.88% 3.18%
As % of the Processes & Methodologies category 8.20% 5.34% 3.54%
Number of daily rates quoted 43 34 19
10th Percentile £314 £322 £324
25th Percentile £353 £389 £359
Median daily rate (50th Percentile) £415 £460 £500
Median % change year-on-year -9.78% -8.00% +16.28%
75th Percentile £538 £537 £581
90th Percentile £598 £597 £728
Scotland median daily rate £450 £500 £481
% change year-on-year -10.00% +3.90% -1.28%
Number of hourly rates quoted 0 1 1
Median hourly rate - £25.15 £16.92
Median % change year-on-year - +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 890 731 622
As % of all contract IT jobs advertised in Glasgow 84.76% 91.49% 89.88%
Number of daily rates quoted 511 472 440
10th Percentile £285 £300 £259
25th Percentile £354 £370 £363
Median daily rate (50th Percentile) £450 £465 £450
Median % change year-on-year -3.23% +3.33% -10.00%
75th Percentile £575 £550 £538
90th Percentile £675 £600 £638
Scotland median daily rate £450 £467 £450
% change year-on-year -3.64% +3.78% -5.26%
Number of hourly rates quoted 38 19 23
10th Percentile £13.50 £15.82 £15.13
25th Percentile £14.63 £16.84 £19.05
Median hourly rate £35.00 £19.59 £40.94
Median % change year-on-year +78.66% -52.15% +182.34%
75th Percentile £43.96 £25.68 £42.49
90th Percentile £77.50 £32.47 £61.50
Scotland median hourly rate £17.12 £20.00 £19.59
% change year-on-year -14.40% +2.09% +6.90%

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 August 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 12 (16.44%) Confluence
2 5 (6.85%) SharePoint
3 3 (4.11%) Apache
3 3 (4.11%) Microsoft Exchange
4 1 (1.37%) Alfresco
4 1 (1.37%) Apache Airflow
4 1 (1.37%) Apache Spark
4 1 (1.37%) MS Project Server
4 1 (1.37%) WebSphere
Applications
1 9 (12.33%) Microsoft Excel
2 7 (9.59%) MS Visio
3 1 (1.37%) Microsoft Office
3 1 (1.37%) Microsoft Project
Business Applications
1 5 (6.85%) Dynamics CRM
2 2 (2.74%) IntelliMatch
2 2 (2.74%) Oracle Payables
2 2 (2.74%) Oracle Procure-to-Pay
2 2 (2.74%) Oracle Receivables
2 2 (2.74%) Payment Gateway
3 1 (1.37%) Oracle Applications
3 1 (1.37%) Oracle EBS
3 1 (1.37%) Sonata
3 1 (1.37%) Temenos T24
Cloud Services
1 16 (21.92%) Azure
2 11 (15.07%) AWS
3 8 (10.96%) Power Platform
4 7 (9.59%) Dynamics 365
5 6 (8.22%) Microsoft 365
6 5 (6.85%) AWS Lambda
6 5 (6.85%) Entra ID
6 5 (6.85%) Nutanix
6 5 (6.85%) Serverless
7 4 (5.48%) Amazon EC2
7 4 (5.48%) Amazon ECS
7 4 (5.48%) AWS CloudFormation
7 4 (5.48%) GitHub
7 4 (5.48%) GitHub Actions
7 4 (5.48%) OpenShift
7 4 (5.48%) PaaS
7 4 (5.48%) Power Automate
7 4 (5.48%) SaaS
8 3 (4.11%) Amazon S3
8 3 (4.11%) IaaS
Communications & Networking
1 5 (6.85%) Ethernet VPN
1 5 (6.85%) VLAN
2 4 (5.48%) BGP
2 4 (5.48%) Firewall
2 4 (5.48%) HSRP
2 4 (5.48%) OSPF
2 4 (5.48%) VPN
2 4 (5.48%) VRRP
2 4 (5.48%) VXLAN
3 2 (2.74%) NAS
3 2 (2.74%) SAN
4 1 (1.37%) Network Security
4 1 (1.37%) VSAN
Database & Business Intelligence
1 11 (15.07%) DynamoDB
2 9 (12.33%) MongoDB
3 7 (9.59%) Metadata
3 7 (9.59%) Power BI
4 4 (5.48%) Snowflake Schema
5 3 (4.11%) Amazon Athena
5 3 (4.11%) Data Vault
5 3 (4.11%) PostgreSQL
6 2 (2.74%) Data Warehouse
6 2 (2.74%) Elasticsearch
6 2 (2.74%) Flink
6 2 (2.74%) Oracle Reports
6 2 (2.74%) Tableau
7 1 (1.37%) Amazon RDS
7 1 (1.37%) Big Data
7 1 (1.37%) NoSQL
7 1 (1.37%) Oracle Database
7 1 (1.37%) Oracle ODI
7 1 (1.37%) Redis
7 1 (1.37%) Relational Database
Development Applications
1 10 (13.70%) JIRA
2 6 (8.22%) Git
3 5 (6.85%) Jenkins
4 2 (2.74%) Terragrunt
5 1 (1.37%) Oracle APEX
5 1 (1.37%) Oracle Forms
5 1 (1.37%) Subversion
General
1 32 (43.84%) Finance
2 31 (42.47%) Social Skills
3 19 (26.03%) Analytical Skills
4 13 (17.81%) Banking
5 11 (15.07%) Public Sector
6 4 (5.48%) Documentation Skills
6 4 (5.48%) Inclusion and Diversity
7 3 (4.11%) Aviation
7 3 (4.11%) Investment Banking
8 2 (2.74%) Billing
8 2 (2.74%) Legal
8 2 (2.74%) Private Banking
9 1 (1.37%) Financial Institution
9 1 (1.37%) International Banking
9 1 (1.37%) Law
9 1 (1.37%) Organisational Skills
9 1 (1.37%) Presentation Skills
9 1 (1.37%) Retail Banking
9 1 (1.37%) Telecoms
Job Titles
1 21 (28.77%) Analyst
2 13 (17.81%) Senior
3 10 (13.70%) Developer
4 9 (12.33%) Systems Analyst
5 8 (10.96%) Architect
5 8 (10.96%) Business Analyst
5 8 (10.96%) Business Systems Analyst
6 7 (9.59%) Senior Developer
7 4 (5.48%) Data Analyst
7 4 (5.48%) Network Engineer
7 4 (5.48%) Project Manager
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%) Data Modeller
8 3 (4.11%) DevOps Engineer
8 3 (4.11%) Financial Analyst
8 3 (4.11%) Technical Manager
Libraries, Frameworks & Software Standards
1 9 (12.33%) Kafka
2 8 (10.96%) JSON
2 8 (10.96%) Web Services
3 6 (8.22%) Celery
3 6 (8.22%) RabbitMQ
3 6 (8.22%) REST
4 5 (6.85%) OAuth
4 5 (6.85%) OAuth2
4 5 (6.85%) RESTful
5 4 (5.48%) .NET
6 3 (4.11%) AngularJS
6 3 (4.11%) Spring
6 3 (4.11%) Spring Boot
7 2 (2.74%) Middleware
7 2 (2.74%) PySpark
7 2 (2.74%) PyTorch
7 2 (2.74%) scikit-learn
7 2 (2.74%) TensorFlow
8 1 (1.37%) ADO
8 1 (1.37%) HTML
Miscellaneous
1 12 (16.44%) Cloud Native
2 11 (15.07%) Product Ownership
3 8 (10.96%) Legacy Systems
4 5 (6.85%) Enterprise Software
5 4 (5.48%) Data Centre
6 3 (4.11%) Distributed Systems
6 3 (4.11%) Virtual Team
7 2 (2.74%) CMDB
7 2 (2.74%) Greenfield Project
7 2 (2.74%) Replication
8 1 (1.37%) Algorithms
8 1 (1.37%) CCTV
8 1 (1.37%) Credit Risk
8 1 (1.37%) Enterprise Cloud
8 1 (1.37%) Onboarding
8 1 (1.37%) Operational Technology
8 1 (1.37%) Reference Data
8 1 (1.37%) SWIFT Messaging Network
Operating Systems
1 11 (15.07%) Windows
2 7 (9.59%) Unix
3 4 (5.48%) Linux
3 4 (5.48%) Windows Server
4 2 (2.74%) VMS
4 2 (2.74%) Windows 10
5 1 (1.37%) Ubuntu
Processes & Methodologies
1 23 (31.51%) Agile
2 19 (26.03%) Stakeholder Management
3 18 (24.66%) CI/CD
4 16 (21.92%) Stakeholder Engagement
5 15 (20.55%) Data Analysis
5 15 (20.55%) Problem-Solving
6 14 (19.18%) Data Migration
7 13 (17.81%) Scrum
7 13 (17.81%) Validation
8 11 (15.07%) Data Modelling
8 11 (15.07%) DevOps
9 10 (13.70%) Change Management
10 9 (12.33%) Project Delivery
10 9 (12.33%) User Acceptance Testing
11 8 (10.96%) Business Intelligence
11 8 (10.96%) Data Transformation
11 8 (10.96%) Roadmaps
11 8 (10.96%) Sequence Diagram
12 7 (9.59%) Analytics
12 7 (9.59%) ETL
Programming Languages
1 18 (24.66%) Python
2 13 (17.81%) SQL
3 10 (13.70%) PL/SQL
4 6 (8.22%) Java
5 4 (5.48%) C#
5 4 (5.48%) JavaScript
6 2 (2.74%) Bicep
6 2 (2.74%) Perl
6 2 (2.74%) TypeScript
Qualifications
1 8 (10.96%) Security Cleared
2 7 (9.59%) Degree
3 4 (5.48%) CCNA
3 4 (5.48%) CCNP
3 4 (5.48%) Cisco Certification
3 4 (5.48%) PMI Certification
3 4 (5.48%) PMP
4 3 (4.11%) Azure Certification
4 3 (4.11%) BPSS Clearance
4 3 (4.11%) Postgraduate
4 3 (4.11%) SC Cleared
5 2 (2.74%) CCAB
5 2 (2.74%) Computer Science Degree
6 1 (1.37%) AWS Certification
6 1 (1.37%) AWS Certified Solutions Architect
6 1 (1.37%) CIMA
6 1 (1.37%) ITIL Certification
6 1 (1.37%) Master's Degree
6 1 (1.37%) Microsoft Certification
6 1 (1.37%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 11 (15.07%) Data Quality
2 3 (4.11%) GDPR
3 2 (2.74%) ISO 20022
3 2 (2.74%) ISO 8583
3 2 (2.74%) SLA
4 1 (1.37%) ISO/IEC 27001
4 1 (1.37%) PCI DSS
4 1 (1.37%) PMO
4 1 (1.37%) QA
System Software
1 8 (10.96%) Active Directory
1 8 (10.96%) Hyper-V
2 6 (8.22%) VMware Infrastructure
3 5 (6.85%) Docker
4 2 (2.74%) Virtual Machines
4 2 (2.74%) VMware ESXi
5 1 (1.37%) Virtual Desktop
5 1 (1.37%) VMware NSX
5 1 (1.37%) vSphere
Systems Management
1 11 (15.07%) Kubernetes
2 7 (9.59%) Terraform
3 5 (6.85%) Microsoft Intune
4 4 (5.48%) Grafana
4 4 (5.48%) Prometheus
5 2 (2.74%) Argo
5 2 (2.74%) Istio
5 2 (2.74%) NetBackup
6 1 (1.37%) SCCM
Vendors
1 19 (26.03%) Oracle
2 17 (23.29%) Microsoft
3 8 (10.96%) MuleSoft
3 8 (10.96%) VMware
4 4 (5.48%) Cisco
4 4 (5.48%) Palo Alto
5 3 (4.11%) ServiceNow
6 2 (2.74%) Acronis
6 2 (2.74%) Alteryx
6 2 (2.74%) FIS
6 2 (2.74%) Fiserv
6 2 (2.74%) SAP
6 2 (2.74%) SmartStream
6 2 (2.74%) Veritas
7 1 (1.37%) Checkmarx
7 1 (1.37%) IBM
7 1 (1.37%) Informatica
7 1 (1.37%) Okta
7 1 (1.37%) Talend
7 1 (1.37%) Temenos