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

6 months to
5 May 2026
Same period 2025 Same period 2024
Rank 21 58 54
Rank change year-on-year +37 -4 -15
Contract jobs citing Migration 68 26 26
As % of all contract jobs in Glasgow 8.99% 3.28% 3.03%
As % of the Processes & Methodologies category 10.88% 3.51% 3.30%
Number of daily rates quoted 40 23 20
10th Percentile £324 £319 £324
25th Percentile £358 £408 £438
Median daily rate (50th Percentile) £415 £500 £525
Median % change year-on-year -17.00% -4.76% +8.36%
75th Percentile £575 £564 £640
90th Percentile £589 £587 £703
Scotland median daily rate £447 £488 £488
% change year-on-year -8.31% - -1.02%
Number of hourly rates quoted 1 1 0
Median hourly rate £50.00 £25.15 -
Median % change year-on-year +98.81% - -
Scotland median hourly rate £20.00 £25.15 £17.00
% change year-on-year -20.48% +47.94% -4.06%

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 625 740 788
As % of all contract IT jobs advertised in Glasgow 82.67% 93.43% 91.95%
Number of daily rates quoted 374 471 498
10th Percentile £306 £308 £275
25th Percentile £364 £396 £400
Median daily rate (50th Percentile) £450 £463 £475
Median % change year-on-year -2.70% -2.63% -
75th Percentile £575 £550 £588
90th Percentile £675 £600 £650
Scotland median daily rate £450 £463 £475
% change year-on-year -2.70% -2.63% -
Number of hourly rates quoted 15 10 41
10th Percentile £16.12 £16.47 £12.38
25th Percentile £16.17 £17.46 £16.00
Median hourly rate £19.33 £22.49 £18.00
Median % change year-on-year -14.05% +24.94% +26.32%
75th Percentile £52.50 £55.69 £40.94
90th Percentile £70.74 £76.03 £62.50
Scotland median hourly rate £20.00 £21.80 £18.41
% change year-on-year -8.24% +18.39% +6.97%

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 5 May 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 10 (14.71%) Apache Spark
2 7 (10.29%) Confluence
3 6 (8.82%) Apache
4 2 (2.94%) Apache Airflow
4 2 (2.94%) SharePoint
5 1 (1.47%) Alfresco
5 1 (1.47%) MS Project Server
Applications
1 4 (5.88%) Microsoft Project
2 3 (4.41%) Microsoft Excel
3 2 (2.94%) Microsoft PowerPoint
Business Applications
1 4 (5.88%) Dynamics CRM
2 2 (2.94%) IntelliMatch
2 2 (2.94%) Payment Gateway
3 1 (1.47%) Oracle EBS
Cloud Services
1 24 (35.29%) AWS
2 18 (26.47%) Serverless
3 16 (23.53%) AWS CloudFormation
4 15 (22.06%) AWS Lambda
5 14 (20.59%) Azure
6 12 (17.65%) Virtual Private Cloud
7 9 (13.24%) Amazon CloudWatch
8 8 (11.76%) Amazon EventBridge
8 8 (11.76%) AWS Step Functions
9 7 (10.29%) Amazon S3
10 6 (8.82%) Amazon ECS
10 6 (8.82%) Amazon Kinesis
10 6 (8.82%) Power Platform
11 5 (7.35%) Collibra
12 4 (5.88%) Amazon EC2
12 4 (5.88%) Azure DevOps
12 4 (5.88%) SaaS
13 3 (4.41%) Amazon EKS
13 3 (4.41%) Microsoft 365
13 3 (4.41%) Nutanix
Communications & Networking
1 2 (2.94%) Ethernet VPN
1 2 (2.94%) Firewall
1 2 (2.94%) VLAN
2 1 (1.47%) BGP
2 1 (1.47%) Fibre Channel
2 1 (1.47%) HSRP
2 1 (1.47%) LAN
2 1 (1.47%) Network Security
2 1 (1.47%) OSPF
2 1 (1.47%) SAN
2 1 (1.47%) VPN
2 1 (1.47%) VRRP
2 1 (1.47%) VSAN
2 1 (1.47%) VXLAN
2 1 (1.47%) Wi-Fi
Database & Business Intelligence
1 11 (16.18%) Amazon Athena
1 11 (16.18%) Metadata
2 9 (13.24%) DynamoDB
3 6 (8.82%) Delta Lake
3 6 (8.82%) Power BI
4 5 (7.35%) Data Warehouse
4 5 (7.35%) PostgreSQL
5 4 (5.88%) Big Data
5 4 (5.88%) Hadoop
6 3 (4.41%) Data Lake
6 3 (4.41%) Tableau
7 2 (2.94%) Data Vault
7 2 (2.94%) Snowflake Schema
7 2 (2.94%) SQL Server
8 1 (1.47%) Amazon RDS
8 1 (1.47%) Azure SQL Database
8 1 (1.47%) DataStage
8 1 (1.47%) NoSQL
8 1 (1.47%) QlikView
8 1 (1.47%) SQL Server Reporting Services
Development Applications
1 7 (10.29%) Git
1 7 (10.29%) JIRA
2 6 (8.82%) GitLab
2 6 (8.82%) MLflow
3 3 (4.41%) Jenkins
4 2 (2.94%) Terragrunt
5 1 (1.47%) Bitbucket
5 1 (1.47%) Sonatype Nexus
5 1 (1.47%) Team Foundation Server
General
1 25 (36.76%) Finance
1 25 (36.76%) Social Skills
2 19 (27.94%) Public Sector
3 11 (16.18%) Banking
4 10 (14.71%) Analytical Skills
5 4 (5.88%) Documentation Skills
6 3 (4.41%) Inclusion and Diversity
6 3 (4.41%) Investment Banking
7 2 (2.94%) Aviation
7 2 (2.94%) Legal
8 1 (1.47%) Military
8 1 (1.47%) Presentation Skills
8 1 (1.47%) Publishing
Job Titles
1 12 (17.65%) Analyst
2 11 (16.18%) Architect
3 10 (14.71%) Senior
4 7 (10.29%) Developer
5 6 (8.82%) Business Analyst
6 5 (7.35%) AWS Engineer
6 5 (7.35%) Solutions Architect
7 4 (5.88%) DevOps Engineer
7 4 (5.88%) Lead
7 4 (5.88%) Project Manager
7 4 (5.88%) Scrum Master
7 4 (5.88%) Technical Leader
8 3 (4.41%) AWS Architect
8 3 (4.41%) Data Analyst
8 3 (4.41%) Database Engineer
8 3 (4.41%) Platform Engineer
8 3 (4.41%) Python Developer
8 3 (4.41%) Systems Analyst
9 2 (2.94%) Data Engineer
9 2 (2.94%) Full-Stack Developer
Libraries, Frameworks & Software Standards
1 8 (11.76%) PySpark
2 7 (10.29%) Node.js
3 5 (7.35%) REST
4 3 (4.41%) Celery
4 3 (4.41%) Kafka
4 3 (4.41%) OAuth
4 3 (4.41%) OAuth2
4 3 (4.41%) RabbitMQ
4 3 (4.41%) React
4 3 (4.41%) RESTful
5 2 (2.94%) AngularJS
5 2 (2.94%) Elastic Stack
5 2 (2.94%) PyTorch
5 2 (2.94%) scikit-learn
5 2 (2.94%) SOAP
5 2 (2.94%) Spring
5 2 (2.94%) Spring Boot
5 2 (2.94%) TensorFlow
6 1 (1.47%) ADO
6 1 (1.47%) ARM Templates
Miscellaneous
1 16 (23.53%) Cloud Native
2 7 (10.29%) Legacy Systems
3 6 (8.82%) IVR
3 6 (8.82%) NHS
4 5 (7.35%) Data Protection Act
4 5 (7.35%) Distributed Systems
5 4 (5.88%) Onboarding
5 4 (5.88%) Product Ownership
5 4 (5.88%) Reference Data
5 4 (5.88%) Virtual Team
6 3 (4.41%) Algorithms
7 2 (2.94%) CMDB
7 2 (2.94%) Data Centre
7 2 (2.94%) Enterprise Software
7 2 (2.94%) PMI
7 2 (2.94%) Replication
8 1 (1.47%) Analytical Mindset
8 1 (1.47%) Enterprise Cloud
8 1 (1.47%) Hybrid Cloud
8 1 (1.47%) Operational Technology
Operating Systems
1 9 (13.24%) Windows
2 5 (7.35%) Windows Server
3 4 (5.88%) Linux
4 3 (4.41%) Unix
5 2 (2.94%) VMS
5 2 (2.94%) Windows 10
6 1 (1.47%) Red Hat Enterprise Linux
6 1 (1.47%) Windows Server 2016
Processes & Methodologies
1 23 (33.82%) CI/CD
2 22 (32.35%) Agile
3 17 (25.00%) Problem-Solving
3 17 (25.00%) Validation
4 15 (22.06%) Analytics
4 15 (22.06%) Continuous Improvement
4 15 (22.06%) Data Engineering
4 15 (22.06%) Data Migration
4 15 (22.06%) DevOps
4 15 (22.06%) Infrastructure as Code
4 15 (22.06%) Stakeholder Management
5 14 (20.59%) Data Governance
6 12 (17.65%) Decision-Making
7 11 (16.18%) Data Modelling
7 11 (16.18%) Platform Engineering
8 10 (14.71%) Data Pipeline
8 10 (14.71%) ETL
8 10 (14.71%) Kanban
8 10 (14.71%) Roadmaps
9 9 (13.24%) Data Protection
Programming Languages
1 29 (42.65%) Python
2 9 (13.24%) SQL
3 6 (8.82%) Java
4 2 (2.94%) Perl
4 2 (2.94%) PowerShell
5 1 (1.47%) Bash
5 1 (1.47%) Bicep
5 1 (1.47%) Data Analysis Expressions
5 1 (1.47%) Ruby
5 1 (1.47%) Shell Script
Qualifications
1 11 (16.18%) Degree
2 7 (10.29%) Security Cleared
3 4 (5.88%) AWS Certification
3 4 (5.88%) Computer Science Degree
4 3 (4.41%) BPSS Clearance
4 3 (4.41%) PMI Certification
4 3 (4.41%) SC Cleared
5 2 (2.94%) CCAB
5 2 (2.94%) CCNP
5 2 (2.94%) Cisco Certification
5 2 (2.94%) VMware Certified Professional (VCP)
6 1 (1.47%) CCDP
6 1 (1.47%) CCIE
6 1 (1.47%) CCNA
6 1 (1.47%) CIMA
6 1 (1.47%) ITIL Certification
6 1 (1.47%) NCDA
6 1 (1.47%) PMP
6 1 (1.47%) VCAP
6 1 (1.47%) VCP6
Quality Assurance & Compliance
1 15 (22.06%) Data Quality
2 13 (19.12%) GDPR
3 6 (8.82%) PCI DSS
4 5 (7.35%) ISO/IEC 27001
5 4 (5.88%) PMO
6 3 (4.41%) HIPAA
7 2 (2.94%) ISO 20022
7 2 (2.94%) ISO 8583
7 2 (2.94%) QA
7 2 (2.94%) SLA
8 1 (1.47%) Disclosure Scotland
System Software
1 5 (7.35%) Hyper-V
1 5 (7.35%) VMware Infrastructure
2 4 (5.88%) Active Directory
3 3 (4.41%) Docker
4 2 (2.94%) Virtual Machines
4 2 (2.94%) VMware ESXi
4 2 (2.94%) VMware NSX
5 1 (1.47%) Virtual Servers
5 1 (1.47%) vSphere
Systems Management
1 12 (17.65%) Terraform
2 6 (8.82%) Grafana
2 6 (8.82%) Kubernetes
3 5 (7.35%) Prometheus
4 4 (5.88%) Ansible
5 2 (2.94%) Argo
5 2 (2.94%) Istio
6 1 (1.47%) Microsoft Intune
6 1 (1.47%) PowerCLI
6 1 (1.47%) SCCM
6 1 (1.47%) vMotion
6 1 (1.47%) vRealize
Vendors
1 10 (14.71%) Microsoft
2 9 (13.24%) ServiceNow
3 8 (11.76%) Cisco
4 6 (8.82%) Databricks
4 6 (8.82%) Oracle
4 6 (8.82%) VMware
5 5 (7.35%) Avaya
5 5 (7.35%) Genesys
5 5 (7.35%) Salesforce
6 3 (4.41%) Greenplum
6 3 (4.41%) Pega
7 2 (2.94%) Acronis
7 2 (2.94%) Alteryx
7 2 (2.94%) FIS
7 2 (2.94%) Fiserv
7 2 (2.94%) SmartStream
8 1 (1.47%) Commvault
8 1 (1.47%) Informatica
8 1 (1.47%) NetApp
8 1 (1.47%) Palo Alto