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

6 months to
9 Apr 2026
Same period 2025 Same period 2024
Rank 18 59 51
Rank change year-on-year +41 -8 -10
Contract jobs citing Migration 64 29 32
As % of all contract jobs in Glasgow 8.93% 3.51% 3.42%
As % of the Processes & Methodologies category 10.83% 3.75% 3.72%
Number of daily rates quoted 40 27 21
10th Percentile £324 £332 £324
25th Percentile £358 £408 £463
Median daily rate (50th Percentile) £421 £500 £500
Median % change year-on-year -15.75% - +8.11%
75th Percentile £575 £564 £660
90th Percentile £589 £593 £700
Scotland median daily rate £450 £494 £497
% change year-on-year -8.91% -0.60% +0.91%
Number of hourly rates quoted 1 0 0
Median hourly rate £50.00 - -
Scotland median hourly rate £20.00 - £17.00
% change year-on-year - - -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 591 774 861
As % of all contract IT jobs advertised in Glasgow 82.43% 93.70% 91.89%
Number of daily rates quoted 375 491 545
10th Percentile £306 £300 £313
25th Percentile £375 £372 £400
Median daily rate (50th Percentile) £450 £450 £486
Median % change year-on-year - -7.41% +2.32%
75th Percentile £575 £550 £600
90th Percentile £675 £606 £691
Scotland median daily rate £450 £459 £480
% change year-on-year -1.85% -4.48% +1.05%
Number of hourly rates quoted 13 8 40
10th Percentile £16.11 £16.75 £13.75
25th Percentile £16.17 £18.88 £16.00
Median hourly rate £16.25 £23.17 £21.13
Median % change year-on-year -29.85% +9.64% +69.02%
75th Percentile £46.61 £67.56 £44.14
90th Percentile £54.00 £77.63 £63.75
Scotland median hourly rate £20.00 £22.88 £19.50
% change year-on-year -12.57% +17.31% +18.18%

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 9 April 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 (15.63%) Apache Spark
2 6 (9.38%) Apache
2 6 (9.38%) Confluence
3 2 (3.13%) Apache Airflow
3 2 (3.13%) SharePoint
4 1 (1.56%) Alfresco
Applications
1 4 (6.25%) Microsoft Project
2 3 (4.69%) Microsoft Excel
3 2 (3.13%) Microsoft PowerPoint
Business Applications
1 4 (6.25%) Dynamics CRM
2 2 (3.13%) IntelliMatch
2 2 (3.13%) Payment Gateway
3 1 (1.56%) Oracle EBS
Cloud Services
1 27 (42.19%) AWS
2 19 (29.69%) Serverless
3 17 (26.56%) Azure
4 16 (25.00%) AWS CloudFormation
5 15 (23.44%) AWS Lambda
6 12 (18.75%) Virtual Private Cloud
7 9 (14.06%) Amazon CloudWatch
8 8 (12.50%) Amazon EventBridge
8 8 (12.50%) AWS Step Functions
9 7 (10.94%) Amazon S3
10 6 (9.38%) Amazon ECS
10 6 (9.38%) Amazon Kinesis
10 6 (9.38%) Power Platform
11 5 (7.81%) Collibra
12 4 (6.25%) Amazon EC2
12 4 (6.25%) Azure DevOps
12 4 (6.25%) SaaS
12 4 (6.25%) Snowflake
13 3 (4.69%) Amazon EKS
13 3 (4.69%) Microsoft 365
Communications & Networking
1 1 (1.56%) Fibre Channel
1 1 (1.56%) Firewall
1 1 (1.56%) LAN
1 1 (1.56%) Network Security
1 1 (1.56%) SAN
1 1 (1.56%) Wi-Fi
Database & Business Intelligence
1 11 (17.19%) Amazon Athena
1 11 (17.19%) Metadata
2 9 (14.06%) DynamoDB
3 6 (9.38%) Data Warehouse
3 6 (9.38%) Delta Lake
3 6 (9.38%) PostgreSQL
3 6 (9.38%) Power BI
4 4 (6.25%) Big Data
4 4 (6.25%) Hadoop
5 3 (4.69%) Data Lake
5 3 (4.69%) Tableau
6 2 (3.13%) Data Vault
6 2 (3.13%) Snowflake Schema
6 2 (3.13%) SQL Server
7 1 (1.56%) Amazon RDS
7 1 (1.56%) Azure SQL Database
7 1 (1.56%) DataStage
7 1 (1.56%) NoSQL
7 1 (1.56%) QlikView
7 1 (1.56%) SQL Server Reporting Services
Development Applications
1 9 (14.06%) JIRA
2 7 (10.94%) Git
3 6 (9.38%) GitLab
3 6 (9.38%) MLflow
4 2 (3.13%) Jenkins
4 2 (3.13%) Terragrunt
5 1 (1.56%) Bitbucket
5 1 (1.56%) Sonatype Nexus
5 1 (1.56%) Team Foundation Server
General
1 25 (39.06%) Finance
1 25 (39.06%) Social Skills
2 19 (29.69%) Public Sector
3 11 (17.19%) Banking
4 9 (14.06%) Analytical Skills
5 4 (6.25%) Documentation Skills
6 3 (4.69%) Investment Banking
7 2 (3.13%) Aviation
7 2 (3.13%) Legal
8 1 (1.56%) Inclusion and Diversity
8 1 (1.56%) Military
8 1 (1.56%) Presentation Skills
8 1 (1.56%) Publishing
Job Titles
1 12 (18.75%) Analyst
1 12 (18.75%) Architect
2 8 (12.50%) Senior
3 6 (9.38%) Business Analyst
4 5 (7.81%) AWS Engineer
4 5 (7.81%) Developer
4 5 (7.81%) Solutions Architect
5 4 (6.25%) DevOps Engineer
5 4 (6.25%) Lead
5 4 (6.25%) Scrum Master
5 4 (6.25%) Technical Leader
6 3 (4.69%) AWS Architect
6 3 (4.69%) Data Analyst
6 3 (4.69%) Data Architect
6 3 (4.69%) Database Engineer
6 3 (4.69%) Platform Engineer
6 3 (4.69%) Project Manager
6 3 (4.69%) Systems Analyst
7 2 (3.13%) Principal Architect
7 2 (3.13%) Systems Manager
Libraries, Frameworks & Software Standards
1 8 (12.50%) PySpark
2 7 (10.94%) Node.js
3 3 (4.69%) OAuth
3 3 (4.69%) OAuth2
3 3 (4.69%) React
3 3 (4.69%) REST
4 2 (3.13%) AngularJS
4 2 (3.13%) Elastic Stack
4 2 (3.13%) SOAP
4 2 (3.13%) Spring
4 2 (3.13%) Spring Boot
5 1 (1.56%) ARM Templates
5 1 (1.56%) Celery
5 1 (1.56%) JWT
5 1 (1.56%) Kafka
5 1 (1.56%) PyTorch
5 1 (1.56%) RabbitMQ
5 1 (1.56%) RESTful
5 1 (1.56%) scikit-learn
5 1 (1.56%) TensorFlow
Miscellaneous
1 17 (26.56%) Cloud Native
2 7 (10.94%) Legacy Systems
3 6 (9.38%) Distributed Systems
3 6 (9.38%) IVR
3 6 (9.38%) NHS
4 5 (7.81%) Data Protection Act
5 4 (6.25%) CMDB
5 4 (6.25%) Onboarding
5 4 (6.25%) Product Ownership
5 4 (6.25%) Reference Data
5 4 (6.25%) Virtual Team
6 3 (4.69%) Algorithms
7 2 (3.13%) Enterprise Software
7 2 (3.13%) Hybrid Cloud
7 2 (3.13%) PMI
8 1 (1.56%) Analytical Mindset
8 1 (1.56%) CCTV
8 1 (1.56%) Data Centre
8 1 (1.56%) Enterprise Cloud
8 1 (1.56%) NVMe
Operating Systems
1 6 (9.38%) Windows
2 4 (6.25%) Linux
3 3 (4.69%) Windows Server
4 2 (3.13%) Windows 10
5 1 (1.56%) Red Hat Enterprise Linux
5 1 (1.56%) Unix
5 1 (1.56%) VMS
5 1 (1.56%) Windows Server 2016
Processes & Methodologies
1 25 (39.06%) CI/CD
2 22 (34.38%) Agile
3 18 (28.13%) DevOps
4 17 (26.56%) Data Migration
5 16 (25.00%) Infrastructure as Code
5 16 (25.00%) Problem-Solving
5 16 (25.00%) Stakeholder Management
6 15 (23.44%) Analytics
6 15 (23.44%) Continuous Improvement
6 15 (23.44%) Data Engineering
7 14 (21.88%) Data Governance
8 13 (20.31%) Validation
9 11 (17.19%) Data Modelling
9 11 (17.19%) Decision-Making
9 11 (17.19%) Platform Engineering
10 10 (15.63%) Data Pipeline
10 10 (15.63%) ETL
10 10 (15.63%) Kanban
10 10 (15.63%) Roadmaps
11 9 (14.06%) Data Protection
Programming Languages
1 28 (43.75%) Python
2 9 (14.06%) SQL
3 6 (9.38%) Java
4 2 (3.13%) Perl
4 2 (3.13%) PowerShell
5 1 (1.56%) Bash
5 1 (1.56%) Bicep
5 1 (1.56%) Data Analysis Expressions
5 1 (1.56%) Ruby
5 1 (1.56%) Shell Script
Qualifications
1 11 (17.19%) Degree
2 7 (10.94%) Security Cleared
3 4 (6.25%) AWS Certification
3 4 (6.25%) Computer Science Degree
3 4 (6.25%) PMI Certification
4 3 (4.69%) BPSS Clearance
4 3 (4.69%) SC Cleared
5 2 (3.13%) CCAB
5 2 (3.13%) PMP
5 2 (3.13%) PRINCE2 Certification
6 1 (1.56%) CCDP
6 1 (1.56%) CCIE
6 1 (1.56%) CCNP
6 1 (1.56%) CIMA
6 1 (1.56%) Cisco Certification
6 1 (1.56%) ITIL Certification
6 1 (1.56%) NCDA
6 1 (1.56%) VCAP
6 1 (1.56%) VCP6
6 1 (1.56%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 15 (23.44%) Data Quality
2 13 (20.31%) GDPR
3 6 (9.38%) PCI DSS
4 5 (7.81%) ISO/IEC 27001
5 3 (4.69%) HIPAA
5 3 (4.69%) PMO
6 2 (3.13%) ISO 20022
6 2 (3.13%) ISO 8583
6 2 (3.13%) QA
6 2 (3.13%) SLA
7 1 (1.56%) Disclosure Scotland
System Software
1 3 (4.69%) Docker
2 2 (3.13%) Active Directory
2 2 (3.13%) VMware Infrastructure
3 1 (1.56%) Hyper-V
3 1 (1.56%) Virtual Servers
3 1 (1.56%) VMware NSX
Systems Management
1 13 (20.31%) Terraform
2 6 (9.38%) Grafana
3 5 (7.81%) Ansible
3 5 (7.81%) Kubernetes
3 5 (7.81%) Prometheus
4 2 (3.13%) Argo
4 2 (3.13%) Istio
5 1 (1.56%) Microsoft Intune
5 1 (1.56%) PowerCLI
5 1 (1.56%) SCCM
5 1 (1.56%) vMotion
5 1 (1.56%) vRealize
Vendors
1 11 (17.19%) ServiceNow
2 8 (12.50%) Microsoft
3 7 (10.94%) Cisco
4 6 (9.38%) Databricks
4 6 (9.38%) Oracle
5 5 (7.81%) Avaya
5 5 (7.81%) Genesys
5 5 (7.81%) Salesforce
6 4 (6.25%) Greenplum
7 3 (4.69%) IBM
7 3 (4.69%) Pega
8 2 (3.13%) Alteryx
8 2 (3.13%) FIS
8 2 (3.13%) Fiserv
8 2 (3.13%) SmartStream
8 2 (3.13%) VMware
9 1 (1.56%) Brocade
9 1 (1.56%) Commvault
9 1 (1.56%) Meraki
9 1 (1.56%) Talend