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

6 months to
4 Jul 2026
Same period 2025 Same period 2024
Rank 27 46 45
Rank change year-on-year +19 -1 -18
Contract jobs citing Migration 73 36 24
As % of all contract jobs in Glasgow 7.49% 4.56% 3.13%
As % of the Processes & Methodologies category 8.89% 4.95% 3.45%
Number of daily rates quoted 39 30 22
10th Percentile £312 £342 £326
25th Percentile £349 £387 £375
Median daily rate (50th Percentile) £400 £460 £488
Median % change year-on-year -13.04% -5.64% -
75th Percentile £538 £538 £575
90th Percentile £600 £608 £719
Scotland median daily rate £415 £500 £494
% change year-on-year -17.00% +1.21% +1.86%
Number of hourly rates quoted 0 1 0
Median hourly rate - £25.15 -
Scotland median hourly rate £20.00 £25.15 £17.00
% change year-on-year -20.48% +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 821 728 696
As % of all contract IT jobs advertised in Glasgow 84.29% 92.15% 90.74%
Number of daily rates quoted 467 465 471
10th Percentile £283 £300 £263
25th Percentile £358 £378 £379
Median daily rate (50th Percentile) £450 £467 £450
Median % change year-on-year -3.64% +3.78% -10.00%
75th Percentile £575 £550 £575
90th Percentile £675 £603 £626
Scotland median daily rate £455 £463 £460
% change year-on-year -1.73% +0.65% -3.16%
Number of hourly rates quoted 32 19 33
10th Percentile £13.46 £16.49 £11.68
25th Percentile £13.65 £16.84 £16.00
Median hourly rate £16.63 £19.83 £40.94
Median % change year-on-year -16.16% -51.56% +195.06%
75th Percentile £43.96 £26.21 £57.50
90th Percentile £77.50 £59.00 £72.50
Scotland median hourly rate £17.93 £20.00 £19.59
% change year-on-year -10.35% +2.09% +35.10%

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 4 July 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 15 (20.55%) Confluence
2 5 (6.85%) SharePoint
3 4 (5.48%) Apache Spark
4 3 (4.11%) Microsoft Exchange
5 2 (2.74%) Apache
6 1 (1.37%) Alfresco
6 1 (1.37%) Apache Airflow
6 1 (1.37%) MS Project Server
Applications
1 9 (12.33%) Microsoft Excel
2 7 (9.59%) MS Visio
3 4 (5.48%) Microsoft Project
4 1 (1.37%) Microsoft Office
Business Applications
1 2 (2.74%) IntelliMatch
1 2 (2.74%) Payment Gateway
2 1 (1.37%) Dynamics CRM
2 1 (1.37%) Oracle Applications
2 1 (1.37%) Oracle EBS
2 1 (1.37%) Sonata
Cloud Services
1 16 (21.92%) Azure
2 12 (16.44%) AWS
3 7 (9.59%) Microsoft 365
4 5 (6.85%) AWS Lambda
4 5 (6.85%) Collibra
4 5 (6.85%) Entra ID
4 5 (6.85%) Power Platform
4 5 (6.85%) Serverless
5 4 (5.48%) Amazon EC2
5 4 (5.48%) Amazon ECS
5 4 (5.48%) AWS CloudFormation
5 4 (5.48%) Azure DevOps
5 4 (5.48%) Nutanix
5 4 (5.48%) OpenShift
5 4 (5.48%) PaaS
5 4 (5.48%) SaaS
6 3 (4.11%) Amazon S3
6 3 (4.11%) GCP
6 3 (4.11%) GitHub
6 3 (4.11%) IaaS
Communications & Networking
1 3 (4.11%) Ethernet VPN
1 3 (4.11%) SAN
1 3 (4.11%) VLAN
2 2 (2.74%) BGP
2 2 (2.74%) Firewall
2 2 (2.74%) HSRP
2 2 (2.74%) NAS
2 2 (2.74%) OSPF
2 2 (2.74%) VPN
2 2 (2.74%) VRRP
2 2 (2.74%) VXLAN
3 1 (1.37%) Fibre Channel
3 1 (1.37%) Network Security
3 1 (1.37%) VSAN
Database & Business Intelligence
1 11 (15.07%) DynamoDB
2 10 (13.70%) Metadata
3 8 (10.96%) MongoDB
4 4 (5.48%) Big Data
4 4 (5.48%) Hadoop
4 4 (5.48%) Power BI
5 3 (4.11%) Amazon Athena
5 3 (4.11%) PostgreSQL
5 3 (4.11%) Snowflake Schema
6 2 (2.74%) Data Vault
6 2 (2.74%) Data Warehouse
6 2 (2.74%) Oracle Reports
6 2 (2.74%) Tableau
7 1 (1.37%) Amazon RDS
7 1 (1.37%) Elasticsearch
7 1 (1.37%) Enterprise Data Warehouse
7 1 (1.37%) Oracle Database
7 1 (1.37%) Oracle ODI
7 1 (1.37%) Power Query
7 1 (1.37%) Relational Database
Development Applications
1 13 (17.81%) JIRA
2 8 (10.96%) Git
3 3 (4.11%) Jenkins
4 2 (2.74%) Terragrunt
5 1 (1.37%) Oracle APEX
5 1 (1.37%) Oracle Forms
5 1 (1.37%) Subversion
5 1 (1.37%) Team Foundation Server
General
1 33 (45.21%) Social Skills
2 31 (42.47%) Finance
3 20 (27.40%) Analytical Skills
4 15 (20.55%) Public Sector
5 13 (17.81%) Banking
6 5 (6.85%) Documentation Skills
7 4 (5.48%) Inclusion and Diversity
8 2 (2.74%) Aviation
8 2 (2.74%) Investment Banking
8 2 (2.74%) Legal
9 1 (1.37%) Law
9 1 (1.37%) Military
9 1 (1.37%) Organisational Skills
9 1 (1.37%) Presentation Skills
9 1 (1.37%) Private Banking
9 1 (1.37%) Publishing
9 1 (1.37%) Retail Banking
9 1 (1.37%) Telecoms
Job Titles
1 22 (30.14%) Analyst
2 10 (13.70%) Senior
2 10 (13.70%) Systems Analyst
3 9 (12.33%) Architect
4 8 (10.96%) Business Analyst
4 8 (10.96%) Business Systems Analyst
4 8 (10.96%) Developer
5 5 (6.85%) Project Manager
5 5 (6.85%) Senior Analyst
6 4 (5.48%) Data Analyst
6 4 (5.48%) Python Developer
6 4 (5.48%) Scrum Master
6 4 (5.48%) Senior Business Systems Analyst
6 4 (5.48%) Senior Systems Analyst
6 4 (5.48%) Solutions Architect
7 3 (4.11%) AWS Engineer
7 3 (4.11%) DevOps Engineer
7 3 (4.11%) Senior Developer
7 3 (4.11%) Technical Manager
7 3 (4.11%) Technical Project Manager
Libraries, Frameworks & Software Standards
1 8 (10.96%) JSON
1 8 (10.96%) Kafka
2 7 (9.59%) REST
2 7 (9.59%) Web Services
3 6 (8.22%) Celery
3 6 (8.22%) RabbitMQ
4 4 (5.48%) OAuth
4 4 (5.48%) OAuth2
4 4 (5.48%) RESTful
5 3 (4.11%) AngularJS
5 3 (4.11%) Spring
5 3 (4.11%) Spring Boot
6 2 (2.74%) Elastic Stack
6 2 (2.74%) PySpark
6 2 (2.74%) PyTorch
6 2 (2.74%) React
6 2 (2.74%) scikit-learn
6 2 (2.74%) TensorFlow
7 1 (1.37%) ARM Templates
7 1 (1.37%) JWT
Miscellaneous
1 15 (20.55%) Cloud Native
2 13 (17.81%) Product Ownership
3 7 (9.59%) Legacy Systems
4 5 (6.85%) Virtual Team
5 4 (5.48%) Onboarding
5 4 (5.48%) Reference Data
6 3 (4.11%) Data Centre
6 3 (4.11%) Data Protection Act
6 3 (4.11%) Distributed Systems
7 2 (2.74%) CCTV
7 2 (2.74%) CMDB
7 2 (2.74%) Enterprise Software
7 2 (2.74%) Greenfield Project
7 2 (2.74%) Replication
8 1 (1.37%) Algorithms
8 1 (1.37%) Credit Risk
8 1 (1.37%) Data Structures
8 1 (1.37%) Enterprise Cloud
8 1 (1.37%) NVMe
8 1 (1.37%) Operational Technology
Operating Systems
1 13 (17.81%) Windows
2 7 (9.59%) Unix
3 5 (6.85%) Linux
3 5 (6.85%) Windows Server
4 2 (2.74%) VMS
4 2 (2.74%) Windows 10
5 1 (1.37%) Red Hat Enterprise Linux
5 1 (1.37%) Ubuntu
5 1 (1.37%) Windows Server 2016
Processes & Methodologies
1 30 (41.10%) Agile
2 21 (28.77%) Problem-Solving
3 19 (26.03%) Stakeholder Management
4 17 (23.29%) CI/CD
4 17 (23.29%) Data Analysis
5 16 (21.92%) Validation
6 15 (20.55%) DevOps
6 15 (20.55%) Scrum
7 14 (19.18%) Data Modelling
8 13 (17.81%) Stakeholder Engagement
9 12 (16.44%) Data Migration
10 10 (13.70%) Data Transformation
10 10 (13.70%) Decision-Making
10 10 (13.70%) ETL
11 9 (12.33%) Analytics
11 9 (12.33%) Change Management
11 9 (12.33%) Continuous Improvement
11 9 (12.33%) Platform Engineering
12 8 (10.96%) Kanban
12 8 (10.96%) User Acceptance Testing
Programming Languages
1 18 (24.66%) Python
2 14 (19.18%) SQL
3 9 (12.33%) PL/SQL
4 5 (6.85%) Java
5 3 (4.11%) Perl
6 2 (2.74%) Bicep
7 1 (1.37%) Bash
7 1 (1.37%) Data Analysis Expressions
7 1 (1.37%) PowerShell
7 1 (1.37%) TypeScript
Qualifications
1 10 (13.70%) Degree
1 10 (13.70%) Security Cleared
2 4 (5.48%) PMI Certification
2 4 (5.48%) PMP
3 3 (4.11%) Azure Certification
3 3 (4.11%) BPSS Clearance
3 3 (4.11%) Computer Science Degree
3 3 (4.11%) Postgraduate
3 3 (4.11%) SC Cleared
4 2 (2.74%) CCAB
4 2 (2.74%) CCNA
4 2 (2.74%) CCNP
4 2 (2.74%) Cisco Certification
4 2 (2.74%) VMware Certified Professional (VCP)
5 1 (1.37%) AWS Certification
5 1 (1.37%) CIMA
5 1 (1.37%) ITIL Certification
5 1 (1.37%) Microsoft Certification
5 1 (1.37%) NCDA
5 1 (1.37%) VCAP
Quality Assurance & Compliance
1 11 (15.07%) Data Quality
2 6 (8.22%) GDPR
3 2 (2.74%) ISO 20022
3 2 (2.74%) ISO 8583
3 2 (2.74%) SLA
4 1 (1.37%) Disclosure Scotland
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
2 6 (8.22%) Hyper-V
3 5 (6.85%) VMware Infrastructure
4 4 (5.48%) Docker
5 2 (2.74%) Virtual Machines
5 2 (2.74%) VMware ESXi
5 2 (2.74%) VMware NSX
6 1 (1.37%) Virtual Desktop
6 1 (1.37%) vSphere
Systems Management
1 10 (13.70%) Kubernetes
2 6 (8.22%) Grafana
2 6 (8.22%) Terraform
3 5 (6.85%) Microsoft Intune
3 5 (6.85%) Prometheus
4 2 (2.74%) Argo
4 2 (2.74%) Istio
4 2 (2.74%) NetBackup
5 1 (1.37%) Ansible
5 1 (1.37%) PowerCLI
5 1 (1.37%) SCCM
5 1 (1.37%) vMotion
5 1 (1.37%) vRealize
Vendors
1 17 (23.29%) Oracle
2 15 (20.55%) Microsoft
3 8 (10.96%) MuleSoft
4 7 (9.59%) VMware
5 3 (4.11%) Cisco
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%) Palo Alto
6 2 (2.74%) SmartStream
6 2 (2.74%) Veritas
7 1 (1.37%) Brocade
7 1 (1.37%) Commvault
7 1 (1.37%) IBM
7 1 (1.37%) Informatica
7 1 (1.37%) NetApp
7 1 (1.37%) Salesforce
7 1 (1.37%) Talend