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

6 months to
4 Jun 2026
Same period 2025 Same period 2024
Rank 31 51 49
Rank change year-on-year +20 -2 -12
Contract jobs citing Migration 53 26 21
As % of all contract jobs in Glasgow 6.48% 3.51% 2.60%
As % of the Processes & Methodologies category 7.78% 3.76% 2.81%
Number of daily rates quoted 31 22 19
10th Percentile £313 £316 £324
25th Percentile £358 £373 £359
Median daily rate (50th Percentile) £413 £442 £475
Median % change year-on-year -6.67% -6.95% -3.41%
75th Percentile £544 £536 £575
90th Percentile £600 £599 £673
Scotland median daily rate £425 £481 £488
% change year-on-year -11.69% -1.28% +0.26%
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% +18.38%

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 681 692 747
As % of all contract IT jobs advertised in Glasgow 83.25% 93.39% 92.34%
Number of daily rates quoted 388 437 491
10th Percentile £306 £300 £275
25th Percentile £363 £390 £373
Median daily rate (50th Percentile) £465 £467 £450
Median % change year-on-year -0.43% +3.78% -7.69%
75th Percentile £576 £550 £565
90th Percentile £675 £600 £619
Scotland median daily rate £461 £463 £463
% change year-on-year -0.27% - -2.63%
Number of hourly rates quoted 23 14 35
10th Percentile £13.70 £15.61 £11.85
25th Percentile £16.13 £16.84 £16.00
Median hourly rate £19.33 £19.71 £40.94
Median % change year-on-year -1.93% -51.86% +195.06%
75th Percentile £77.50 £23.86 £55.63
90th Percentile - £72.17 £70.00
Scotland median hourly rate £19.33 £19.97 £19.50
% change year-on-year -3.20% +2.41% +34.48%

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 June 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 7 (13.21%) Confluence
2 4 (7.55%) Apache Spark
3 2 (3.77%) Apache
3 2 (3.77%) SharePoint
4 1 (1.89%) Alfresco
4 1 (1.89%) Apache Airflow
4 1 (1.89%) MS Project Server
Applications
1 4 (7.55%) Microsoft Project
2 2 (3.77%) Microsoft Excel
Business Applications
1 2 (3.77%) IntelliMatch
1 2 (3.77%) Payment Gateway
2 1 (1.89%) Oracle EBS
Cloud Services
1 10 (18.87%) AWS
1 10 (18.87%) Azure
2 5 (9.43%) Collibra
3 4 (7.55%) Azure DevOps
3 4 (7.55%) Nutanix
3 4 (7.55%) OpenShift
3 4 (7.55%) Power Platform
4 3 (5.66%) Amazon CloudWatch
4 3 (5.66%) Amazon EC2
4 3 (5.66%) Amazon ECS
4 3 (5.66%) AWS CloudFormation
4 3 (5.66%) AWS Lambda
4 3 (5.66%) AWS Step Functions
4 3 (5.66%) GCP
4 3 (5.66%) GitHub
4 3 (5.66%) GitHub Actions
4 3 (5.66%) Microsoft 365
4 3 (5.66%) SaaS
4 3 (5.66%) Serverless
5 2 (3.77%) Amazon EventBridge
Communications & Networking
1 3 (5.66%) Ethernet VPN
1 3 (5.66%) SAN
1 3 (5.66%) VLAN
2 2 (3.77%) BGP
2 2 (3.77%) Firewall
2 2 (3.77%) HSRP
2 2 (3.77%) NAS
2 2 (3.77%) OSPF
2 2 (3.77%) VPN
2 2 (3.77%) VRRP
2 2 (3.77%) VXLAN
3 1 (1.89%) Fibre Channel
3 1 (1.89%) LAN
3 1 (1.89%) Network Security
3 1 (1.89%) VSAN
3 1 (1.89%) Wi-Fi
Database & Business Intelligence
1 10 (18.87%) Metadata
2 4 (7.55%) Big Data
2 4 (7.55%) Hadoop
2 4 (7.55%) Power BI
3 3 (5.66%) Amazon Athena
3 3 (5.66%) DynamoDB
3 3 (5.66%) PostgreSQL
3 3 (5.66%) Snowflake Schema
4 2 (3.77%) Data Vault
4 2 (3.77%) Data Warehouse
4 2 (3.77%) Tableau
5 1 (1.89%) DataStage
5 1 (1.89%) Elasticsearch
5 1 (1.89%) Enterprise Data Warehouse
5 1 (1.89%) NoSQL
5 1 (1.89%) Oracle Reports
5 1 (1.89%) Power Query
5 1 (1.89%) QlikView
5 1 (1.89%) SQL Server
5 1 (1.89%) Star Schema
Development Applications
1 7 (13.21%) Git
2 6 (11.32%) JIRA
3 3 (5.66%) Jenkins
4 2 (3.77%) Terragrunt
5 1 (1.89%) Team Foundation Server
General
1 21 (39.62%) Finance
1 21 (39.62%) Social Skills
2 13 (24.53%) Public Sector
3 12 (22.64%) Analytical Skills
4 9 (16.98%) Banking
5 4 (7.55%) Documentation Skills
5 4 (7.55%) Inclusion and Diversity
6 2 (3.77%) Aviation
6 2 (3.77%) Investment Banking
6 2 (3.77%) Legal
7 1 (1.89%) Law
7 1 (1.89%) Military
7 1 (1.89%) Organisational Skills
7 1 (1.89%) Presentation Skills
7 1 (1.89%) Publishing
Job Titles
1 12 (22.64%) Analyst
2 7 (13.21%) Business Analyst
2 7 (13.21%) Developer
3 5 (9.43%) Architect
3 5 (9.43%) Senior
4 4 (7.55%) Python Developer
4 4 (7.55%) Scrum Master
5 3 (5.66%) AWS Engineer
5 3 (5.66%) Data Analyst
5 3 (5.66%) DevOps Engineer
5 3 (5.66%) Network Engineer
6 2 (3.77%) Configuration Analyst
6 2 (3.77%) Data Modeller
6 2 (3.77%) Java Developer
6 2 (3.77%) Project Engineer
6 2 (3.77%) Project Manager
6 2 (3.77%) Senior Developer
6 2 (3.77%) Senior Python Developer
6 2 (3.77%) Solutions Architect
6 2 (3.77%) Systems Analyst
Libraries, Frameworks & Software Standards
1 7 (13.21%) Kafka
1 7 (13.21%) REST
2 6 (11.32%) Celery
2 6 (11.32%) RabbitMQ
3 4 (7.55%) OAuth
3 4 (7.55%) OAuth2
3 4 (7.55%) RESTful
4 3 (5.66%) AngularJS
4 3 (5.66%) Spring
4 3 (5.66%) Spring Boot
5 2 (3.77%) Elastic Stack
5 2 (3.77%) PySpark
5 2 (3.77%) PyTorch
5 2 (3.77%) React
5 2 (3.77%) scikit-learn
5 2 (3.77%) TensorFlow
6 1 (1.89%) ADO
6 1 (1.89%) ARM Templates
6 1 (1.89%) JWT
6 1 (1.89%) RxJS
Miscellaneous
1 14 (26.42%) Cloud Native
2 7 (13.21%) Legacy Systems
3 4 (7.55%) Data Protection Act
3 4 (7.55%) Onboarding
3 4 (7.55%) Product Ownership
3 4 (7.55%) Reference Data
3 4 (7.55%) Virtual Team
4 3 (5.66%) Data Centre
5 2 (3.77%) CMDB
5 2 (3.77%) Distributed Systems
5 2 (3.77%) Enterprise Software
5 2 (3.77%) Greenfield Project
5 2 (3.77%) Replication
6 1 (1.89%) Algorithms
6 1 (1.89%) CCTV
6 1 (1.89%) Data Structures
6 1 (1.89%) Enterprise Cloud
6 1 (1.89%) Management Information System
6 1 (1.89%) NVMe
6 1 (1.89%) Operational Technology
Operating Systems
1 12 (22.64%) Windows
2 6 (11.32%) Unix
3 5 (9.43%) Windows Server
4 3 (5.66%) Linux
5 2 (3.77%) VMS
5 2 (3.77%) Windows 10
6 1 (1.89%) Red Hat Enterprise Linux
6 1 (1.89%) Windows Server 2016
Processes & Methodologies
1 20 (37.74%) Agile
2 17 (32.08%) Problem-Solving
3 15 (28.30%) CI/CD
3 15 (28.30%) Validation
4 14 (26.42%) Stakeholder Management
5 12 (22.64%) DevOps
6 11 (20.75%) Data Modelling
7 10 (18.87%) Decision-Making
8 9 (16.98%) Continuous Improvement
8 9 (16.98%) Data Analysis
8 9 (16.98%) Data Migration
8 9 (16.98%) ETL
9 8 (15.09%) Analytics
9 8 (15.09%) Data Transformation
9 8 (15.09%) Kanban
9 8 (15.09%) Platform Engineering
10 7 (13.21%) Data Engineering
10 7 (13.21%) Data Ingestion
10 7 (13.21%) Data Protection
10 7 (13.21%) User Acceptance Testing
Programming Languages
1 17 (32.08%) Python
2 5 (9.43%) Java
2 5 (9.43%) SQL
3 3 (5.66%) Perl
4 1 (1.89%) Bash
4 1 (1.89%) Bicep
4 1 (1.89%) Data Analysis Expressions
4 1 (1.89%) PowerShell
4 1 (1.89%) TypeScript
Qualifications
1 10 (18.87%) Degree
2 6 (11.32%) Security Cleared
3 3 (5.66%) BPSS Clearance
3 3 (5.66%) CCNP
3 3 (5.66%) Cisco Certification
3 3 (5.66%) Computer Science Degree
3 3 (5.66%) SC Cleared
4 2 (3.77%) CCAB
4 2 (3.77%) CCNA
4 2 (3.77%) VMware Certified Professional (VCP)
5 1 (1.89%) CCDP
5 1 (1.89%) CCIE
5 1 (1.89%) CIMA
5 1 (1.89%) ITIL Certification
5 1 (1.89%) NCDA
5 1 (1.89%) PMI Certification
5 1 (1.89%) PMP
5 1 (1.89%) VCAP
5 1 (1.89%) VCP6
Quality Assurance & Compliance
1 11 (20.75%) Data Quality
2 5 (9.43%) GDPR
3 2 (3.77%) ISO 20022
3 2 (3.77%) ISO 8583
3 2 (3.77%) SLA
4 1 (1.89%) Disclosure Scotland
4 1 (1.89%) PMO
4 1 (1.89%) QA
System Software
1 6 (11.32%) Hyper-V
2 5 (9.43%) VMware Infrastructure
3 4 (7.55%) Active Directory
4 3 (5.66%) Docker
5 2 (3.77%) Virtual Machines
5 2 (3.77%) VMware ESXi
5 2 (3.77%) VMware NSX
6 1 (1.89%) vSphere
Systems Management
1 9 (16.98%) Kubernetes
2 6 (11.32%) Grafana
3 5 (9.43%) Prometheus
4 4 (7.55%) Terraform
5 2 (3.77%) Argo
5 2 (3.77%) Istio
5 2 (3.77%) NetBackup
6 1 (1.89%) Ansible
6 1 (1.89%) Microsoft Intune
6 1 (1.89%) PowerCLI
6 1 (1.89%) SCCM
6 1 (1.89%) vMotion
6 1 (1.89%) vRealize
Vendors
1 8 (15.09%) Oracle
2 7 (13.21%) Microsoft
2 7 (13.21%) VMware
3 4 (7.55%) Cisco
4 2 (3.77%) Acronis
4 2 (3.77%) Alteryx
4 2 (3.77%) FIS
4 2 (3.77%) Fiserv
4 2 (3.77%) Palo Alto
4 2 (3.77%) ServiceNow
4 2 (3.77%) SmartStream
4 2 (3.77%) Veritas
5 1 (1.89%) Brocade
5 1 (1.89%) Commvault
5 1 (1.89%) IBM
5 1 (1.89%) Informatica
5 1 (1.89%) Meraki
5 1 (1.89%) NetApp
5 1 (1.89%) Salesforce
5 1 (1.89%) Talend