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 29 November 2025, with comparisons to the same periods in the previous two years.

6 months to
29 Nov 2025
Same period 2024 Same period 2023
Rank 25 51 37
Rank change year-on-year +26 -14 -12
Contract jobs citing Migration 61 27 44
As % of all contract jobs in Glasgow 8.01% 3.63% 4.96%
As % of the Processes & Methodologies category 9.21% 4.06% 5.45%
Number of daily rates quoted 45 24 27
10th Percentile £400 £350 £343
25th Percentile £413 £404 £409
Median daily rate (50th Percentile) £450 £500 £550
Median % change year-on-year -10.00% -9.09% +15.79%
75th Percentile £540 £544 £613
90th Percentile £616 £594 £700
Scotland median daily rate £500 £475 £518
% change year-on-year +5.26% -8.21% +5.61%
Number of hourly rates quoted 1 2 0
Median hourly rate £13.93 £16.56 -
Median % change year-on-year -15.86% - -
Scotland median hourly rate £25.15 £16.56 -
% change year-on-year +51.92% - -

All Process and 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 662 665 807
As % of all contract IT jobs advertised in Glasgow 86.88% 89.50% 90.98%
Number of daily rates quoted 423 428 540
10th Percentile £300 £301 £350
25th Percentile £381 £363 £413
Median daily rate (50th Percentile) £450 £443 £500
Median % change year-on-year +1.69% -11.50% +5.26%
75th Percentile £542 £550 £625
90th Percentile £625 £675 £700
Scotland median daily rate £463 £450 £495
% change year-on-year +2.78% -9.09% +4.21%
Number of hourly rates quoted 16 14 15
10th Percentile £15.16 £16.75 £12.05
25th Percentile £16.84 £17.32 £12.13
Median hourly rate £24.98 £19.59 £17.72
Median % change year-on-year +27.51% +10.55% -40.38%
75th Percentile £33.52 £26.86 £19.22
90th Percentile £60.00 £40.10 £45.30
Scotland median hourly rate £20.00 £22.94 £21.44
% change year-on-year -12.81% +7.01% +18.36%

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 29 November 2025.

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 6 (9.84%) Apache
1 6 (9.84%) Apache Spark
2 4 (6.56%) Confluence
3 2 (3.28%) Apache Airflow
4 1 (1.64%) SharePoint
Applications
1 3 (4.92%) Microsoft Excel
2 2 (3.28%) Microsoft PowerPoint
Business Applications
1 4 (6.56%) Dynamics CRM
2 1 (1.64%) Oracle EBS
Cloud Services
1 32 (52.46%) AWS
2 21 (34.43%) Serverless
3 18 (29.51%) Azure
4 15 (24.59%) AWS CloudFormation
5 14 (22.95%) AWS Lambda
6 12 (19.67%) Virtual Private Cloud
7 10 (16.39%) Snowflake
8 8 (13.11%) Amazon S3
9 7 (11.48%) Power Platform
10 6 (9.84%) Amazon CloudWatch
10 6 (9.84%) Amazon EventBridge
10 6 (9.84%) Amazon Kinesis
11 5 (8.20%) Amazon EKS
11 5 (8.20%) AWS Step Functions
12 4 (6.56%) SaaS
12 4 (6.56%) Slack
13 3 (4.92%) Amazon ECS
13 3 (4.92%) Apigee
14 2 (3.28%) Amazon SageMaker
14 2 (3.28%) Dynamics 365
Communications & Networking
1 3 (4.92%) DHCP
1 3 (4.92%) DNS
1 3 (4.92%) HTTP
1 3 (4.92%) SSL
1 3 (4.92%) TCP/IP
2 2 (3.28%) Firewall
2 2 (3.28%) LAN
2 2 (3.28%) WAN
3 1 (1.64%) Cisco Nexus
3 1 (1.64%) Internet
3 1 (1.64%) Network Security
3 1 (1.64%) Wi-Fi
Database & Business Intelligence
1 15 (24.59%) Data Warehouse
2 11 (18.03%) Amazon Athena
3 10 (16.39%) PostgreSQL
4 7 (11.48%) Power BI
5 6 (9.84%) Delta Lake
5 6 (9.84%) DynamoDB
6 5 (8.20%) Tableau
7 4 (6.56%) Data Lake
8 3 (4.92%) Amazon Aurora
8 3 (4.92%) SQL Server
9 2 (3.28%) Amazon Redshift
9 2 (3.28%) Azure SQL Database
9 2 (3.28%) Metadata
9 2 (3.28%) SQL Server Reporting Services
10 1 (1.64%) Amazon RDS
10 1 (1.64%) Big Data
10 1 (1.64%) MariaDB
10 1 (1.64%) MySQL
10 1 (1.64%) Oracle Reports
10 1 (1.64%) Relational Database
Development Applications
1 10 (16.39%) Git
2 7 (11.48%) Jenkins
2 7 (11.48%) JIRA
3 6 (9.84%) GitLab
3 6 (9.84%) MLflow
4 4 (6.56%) Terragrunt
5 2 (3.28%) Bitbucket
6 1 (1.64%) Cucumber
6 1 (1.64%) Selenium
6 1 (1.64%) Snyk
6 1 (1.64%) SonarQube
6 1 (1.64%) Sonatype Nexus
6 1 (1.64%) WebDriver
General
1 23 (37.70%) Finance
2 18 (29.51%) Social Skills
3 15 (24.59%) Public Sector
4 8 (13.11%) Banking
5 6 (9.84%) Analytical Skills
6 5 (8.20%) Investment Banking
7 3 (4.92%) Documentation Skills
8 2 (3.28%) Legal
8 2 (3.28%) Presentation Skills
9 1 (1.64%) French Language
9 1 (1.64%) Local Government
9 1 (1.64%) Organisational Skills
Job Titles
1 16 (26.23%) Architect
2 9 (14.75%) Data Architect
3 7 (11.48%) Lead
3 7 (11.48%) Solutions Architect
4 6 (9.84%) Analyst
4 6 (9.84%) Developer
4 6 (9.84%) Senior
5 5 (8.20%) AWS Architect
5 5 (8.20%) DevOps Engineer
5 5 (8.20%) Snowflake Architect
6 3 (4.92%) AWS Engineer
6 3 (4.92%) AWS Solution Architect
6 3 (4.92%) Data Engineer
6 3 (4.92%) Full-Stack Developer
6 3 (4.92%) Full-Stack Java Developer
6 3 (4.92%) Java Developer
6 3 (4.92%) Project Manager
6 3 (4.92%) Snowflake Engineer
6 3 (4.92%) Systems Analyst
6 3 (4.92%) Technical Leader
Libraries, Frameworks & Software Standards
1 9 (14.75%) Node.js
2 6 (9.84%) PySpark
3 5 (8.20%) REST
3 5 (8.20%) SOAP
4 4 (6.56%) RESTful
5 3 (4.92%) AngularJS
6 1 (1.64%) ARM Templates
6 1 (1.64%) Gherkin
6 1 (1.64%) Oracle Fusion
6 1 (1.64%) React
Miscellaneous
1 8 (13.11%) Cloud Native
2 7 (11.48%) Distributed Systems
2 7 (11.48%) Hybrid Cloud
3 6 (9.84%) IVR
3 6 (9.84%) Legacy Systems
3 6 (9.84%) NHS
4 3 (4.92%) Onboarding
5 2 (3.28%) Algorithms
5 2 (3.28%) Analytical Mindset
5 2 (3.28%) CMDB
5 2 (3.28%) Data Protection Act
5 2 (3.28%) PMI
6 1 (1.64%) Greenfield Project
6 1 (1.64%) LIMS
6 1 (1.64%) Management Information System
Operating Systems
1 9 (14.75%) Linux
2 3 (4.92%) Unix
3 1 (1.64%) Windows
3 1 (1.64%) Windows 10
Processes & Methodologies
1 27 (44.26%) CI/CD
2 21 (34.43%) DevOps
2 21 (34.43%) Infrastructure as Code
3 20 (32.79%) Data Migration
4 17 (27.87%) Agile
5 13 (21.31%) Disaster Recovery
5 13 (21.31%) Problem-Solving
6 12 (19.67%) Stakeholder Engagement
7 11 (18.03%) Analytics
7 11 (18.03%) Data Governance
7 11 (18.03%) High Availability
8 10 (16.39%) Mentoring
8 10 (16.39%) Roadmaps
9 9 (14.75%) AI
9 9 (14.75%) Data Security
9 9 (14.75%) Machine Learning
10 8 (13.11%) Continuous Improvement
10 8 (13.11%) Stakeholder Management
10 8 (13.11%) Validation
11 7 (11.48%) Data Protection
Programming Languages
1 30 (49.18%) Python
2 10 (16.39%) Java
2 10 (16.39%) SQL
3 4 (6.56%) JavaScript
3 4 (6.56%) Perl
4 3 (4.92%) Bash
5 1 (1.64%) Bicep
5 1 (1.64%) PowerShell
5 1 (1.64%) Ruby
5 1 (1.64%) Shell Script
5 1 (1.64%) T-SQL
Qualifications
1 6 (9.84%) AWS Certification
2 4 (6.56%) PMI Certification
3 3 (4.92%) Degree
3 3 (4.92%) Security Cleared
4 2 (3.28%) AWS Certified Solutions Architect
4 2 (3.28%) Computer Science Degree
4 2 (3.28%) PMP
4 2 (3.28%) PRINCE2 Certification
5 1 (1.64%) BPSS Clearance
5 1 (1.64%) CCNP
5 1 (1.64%) Cisco Certification
5 1 (1.64%) SC Cleared
Quality Assurance & Compliance
1 13 (21.31%) GDPR
2 9 (14.75%) Data Quality
3 6 (9.84%) PCI DSS
4 5 (8.20%) ISO/IEC 27001
5 4 (6.56%) QA
6 3 (4.92%) HIPAA
6 3 (4.92%) PMO
7 2 (3.28%) Accessibility
7 2 (3.28%) Disclosure Scotland
System Software
1 2 (3.28%) Docker
2 1 (1.64%) Virtual Servers
Systems Management
1 22 (36.07%) Terraform
2 8 (13.11%) Ansible
3 7 (11.48%) Kubernetes
4 4 (6.56%) Argo
4 4 (6.56%) Istio
5 2 (3.28%) Single Sign-On
6 1 (1.64%) SCCM
Vendors
1 9 (14.75%) ServiceNow
2 8 (13.11%) Greenplum
3 7 (11.48%) Cisco
3 7 (11.48%) Microsoft
4 6 (9.84%) Databricks
5 5 (8.20%) Avaya
5 5 (8.20%) Genesys
6 4 (6.56%) Salesforce
7 3 (4.92%) F5
7 3 (4.92%) Infoblox
7 3 (4.92%) MuleSoft
7 3 (4.92%) Oracle
7 3 (4.92%) Pega
8 2 (3.28%) ForgeRock
8 2 (3.28%) IBM
8 2 (3.28%) MobileIron
8 2 (3.28%) Okta
8 2 (3.28%) Ping Identity
8 2 (3.28%) Teradata
9 1 (1.64%) SAP