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

6 months to
22 Nov 2025
Same period 2024 Same period 2023
Rank 24 50 34
Rank change year-on-year +26 -16 -11
Contract jobs citing Migration 59 27 46
As % of all contract jobs in Glasgow 7.61% 3.69% 5.18%
As % of the Processes & Methodologies category 8.75% 4.15% 5.67%
Number of daily rates quoted 45 24 28
10th Percentile £400 £350 £343
25th Percentile £413 £404 £411
Median daily rate (50th Percentile) £450 £500 £549
Median % change year-on-year -10.00% -8.90% +15.54%
75th Percentile £540 £544 £613
90th Percentile £616 £594 £700
Scotland median daily rate £500 £475 £508
% change year-on-year +5.26% -6.50% +3.67%
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 674 651 811
As % of all contract IT jobs advertised in Glasgow 86.97% 89.06% 91.33%
Number of daily rates quoted 433 422 543
10th Percentile £301 £301 £341
25th Percentile £400 £363 £411
Median daily rate (50th Percentile) £450 £440 £500
Median % change year-on-year +2.27% -12.00% +5.26%
75th Percentile £545 £550 £617
90th Percentile £625 £675 £700
Scotland median daily rate £465 £450 £480
% change year-on-year +3.33% -6.25% +1.05%
Number of hourly rates quoted 17 12 17
10th Percentile £15.33 £17.08 £12.08
25th Percentile £16.84 £19.32 £12.13
Median hourly rate £23.75 £21.87 £15.42
Median % change year-on-year +8.60% +41.83% -48.12%
75th Percentile £29.16 £29.44 £18.93
90th Percentile £59.50 £41.70 £36.70
Scotland median hourly rate £20.25 £23.00 £19.75
% change year-on-year -11.96% +16.46% +6.76%

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 22 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 5 (8.47%) Apache
1 5 (8.47%) Apache Spark
2 4 (6.78%) Confluence
3 2 (3.39%) Apache Airflow
4 1 (1.69%) SharePoint
Applications
1 3 (5.08%) Microsoft Excel
2 2 (3.39%) Microsoft PowerPoint
Business Applications
1 4 (6.78%) Dynamics CRM
2 1 (1.69%) Oracle EBS
Cloud Services
1 30 (50.85%) AWS
2 20 (33.90%) Serverless
3 17 (28.81%) Azure
4 14 (23.73%) AWS CloudFormation
4 14 (23.73%) AWS Lambda
5 12 (20.34%) Virtual Private Cloud
6 9 (15.25%) Snowflake
7 8 (13.56%) Amazon S3
8 7 (11.86%) Power Platform
9 6 (10.17%) Amazon CloudWatch
9 6 (10.17%) Amazon EventBridge
9 6 (10.17%) Amazon Kinesis
10 5 (8.47%) Amazon EKS
10 5 (8.47%) AWS Step Functions
11 4 (6.78%) Slack
12 3 (5.08%) Amazon ECS
12 3 (5.08%) Apigee
12 3 (5.08%) SaaS
13 2 (3.39%) AWS CloudTrail
13 2 (3.39%) Entra ID
Communications & Networking
1 3 (5.08%) DHCP
1 3 (5.08%) DNS
1 3 (5.08%) HTTP
1 3 (5.08%) SSL
1 3 (5.08%) TCP/IP
2 2 (3.39%) Firewall
2 2 (3.39%) LAN
2 2 (3.39%) WAN
3 1 (1.69%) Cisco Nexus
3 1 (1.69%) Internet
3 1 (1.69%) Network Security
3 1 (1.69%) Wi-Fi
Database & Business Intelligence
1 14 (23.73%) Data Warehouse
2 11 (18.64%) Amazon Athena
3 9 (15.25%) PostgreSQL
4 7 (11.86%) Power BI
5 6 (10.17%) DynamoDB
6 5 (8.47%) Delta Lake
6 5 (8.47%) Tableau
7 4 (6.78%) Data Lake
8 3 (5.08%) Amazon Aurora
8 3 (5.08%) SQL Server
9 2 (3.39%) Amazon Redshift
9 2 (3.39%) Azure SQL Database
9 2 (3.39%) Metadata
9 2 (3.39%) SQL Server Reporting Services
10 1 (1.69%) Amazon RDS
10 1 (1.69%) Big Data
10 1 (1.69%) MariaDB
10 1 (1.69%) MySQL
10 1 (1.69%) Oracle Reports
10 1 (1.69%) Relational Database
Development Applications
1 10 (16.95%) Git
2 7 (11.86%) Jenkins
2 7 (11.86%) JIRA
3 6 (10.17%) GitLab
4 5 (8.47%) MLflow
5 4 (6.78%) Terragrunt
6 2 (3.39%) Bitbucket
7 1 (1.69%) Cucumber
7 1 (1.69%) Selenium
7 1 (1.69%) Snyk
7 1 (1.69%) SonarQube
7 1 (1.69%) Sonatype Nexus
7 1 (1.69%) WebDriver
General
1 23 (38.98%) Finance
2 17 (28.81%) Social Skills
3 15 (25.42%) Public Sector
4 7 (11.86%) Banking
5 6 (10.17%) Analytical Skills
6 4 (6.78%) Investment Banking
7 3 (5.08%) Documentation Skills
8 2 (3.39%) Legal
8 2 (3.39%) Presentation Skills
9 1 (1.69%) French Language
9 1 (1.69%) Local Government
9 1 (1.69%) Organisational Skills
Job Titles
1 16 (27.12%) Architect
2 9 (15.25%) Data Architect
3 7 (11.86%) Solutions Architect
4 6 (10.17%) Analyst
4 6 (10.17%) Developer
4 6 (10.17%) Lead
5 5 (8.47%) AWS Architect
5 5 (8.47%) DevOps Engineer
5 5 (8.47%) Senior
5 5 (8.47%) Snowflake Architect
6 3 (5.08%) AWS Engineer
6 3 (5.08%) AWS Solution Architect
6 3 (5.08%) Data Engineer
6 3 (5.08%) Full-Stack Developer
6 3 (5.08%) Full-Stack Java Developer
6 3 (5.08%) Java Developer
6 3 (5.08%) Project Manager
6 3 (5.08%) Snowflake Engineer
6 3 (5.08%) Systems Analyst
7 2 (3.39%) Data Analyst
Libraries, Frameworks & Software Standards
1 9 (15.25%) Node.js
2 5 (8.47%) PySpark
2 5 (8.47%) REST
2 5 (8.47%) SOAP
3 4 (6.78%) RESTful
4 3 (5.08%) AngularJS
5 1 (1.69%) ARM Templates
5 1 (1.69%) Gherkin
5 1 (1.69%) Oracle Fusion
5 1 (1.69%) React
Miscellaneous
1 7 (11.86%) Cloud Native
2 6 (10.17%) Distributed Systems
2 6 (10.17%) Hybrid Cloud
2 6 (10.17%) IVR
2 6 (10.17%) Legacy Systems
2 6 (10.17%) NHS
3 3 (5.08%) Onboarding
4 2 (3.39%) Algorithms
4 2 (3.39%) Analytical Mindset
4 2 (3.39%) CMDB
4 2 (3.39%) Data Protection Act
4 2 (3.39%) PMI
5 1 (1.69%) Greenfield Project
5 1 (1.69%) LIMS
5 1 (1.69%) Management Information System
Operating Systems
1 9 (15.25%) Linux
2 3 (5.08%) Unix
3 1 (1.69%) Windows
3 1 (1.69%) Windows 10
Processes & Methodologies
1 26 (44.07%) CI/CD
2 21 (35.59%) DevOps
3 20 (33.90%) Data Migration
3 20 (33.90%) Infrastructure as Code
4 17 (28.81%) Agile
5 12 (20.34%) Disaster Recovery
5 12 (20.34%) Problem-Solving
5 12 (20.34%) Stakeholder Engagement
6 11 (18.64%) Analytics
7 10 (16.95%) Data Governance
7 10 (16.95%) High Availability
7 10 (16.95%) Mentoring
7 10 (16.95%) Roadmaps
8 8 (13.56%) AI
8 8 (13.56%) Continuous Improvement
8 8 (13.56%) Data Security
8 8 (13.56%) Machine Learning
8 8 (13.56%) Stakeholder Management
8 8 (13.56%) Validation
9 7 (11.86%) Business Intelligence
Programming Languages
1 28 (47.46%) Python
2 10 (16.95%) Java
3 9 (15.25%) SQL
4 4 (6.78%) JavaScript
4 4 (6.78%) Perl
5 3 (5.08%) Bash
6 1 (1.69%) Bicep
6 1 (1.69%) PowerShell
6 1 (1.69%) Ruby
6 1 (1.69%) T-SQL
Qualifications
1 6 (10.17%) AWS Certification
2 4 (6.78%) PMI Certification
3 3 (5.08%) Degree
3 3 (5.08%) Security Cleared
4 2 (3.39%) AWS Certified Solutions Architect
4 2 (3.39%) Computer Science Degree
4 2 (3.39%) PMP
4 2 (3.39%) PRINCE2 Certification
5 1 (1.69%) BPSS Clearance
5 1 (1.69%) CCNP
5 1 (1.69%) Cisco Certification
5 1 (1.69%) SC Cleared
Quality Assurance & Compliance
1 13 (22.03%) GDPR
2 9 (15.25%) Data Quality
3 6 (10.17%) PCI DSS
4 5 (8.47%) ISO/IEC 27001
5 4 (6.78%) QA
6 3 (5.08%) HIPAA
6 3 (5.08%) PMO
7 2 (3.39%) Accessibility
7 2 (3.39%) Disclosure Scotland
System Software
1 2 (3.39%) Docker
2 1 (1.69%) Virtual Servers
Systems Management
1 21 (35.59%) Terraform
2 7 (11.86%) Ansible
2 7 (11.86%) Kubernetes
3 4 (6.78%) Argo
3 4 (6.78%) Istio
4 2 (3.39%) Single Sign-On
5 1 (1.69%) SCCM
Vendors
1 9 (15.25%) ServiceNow
2 7 (11.86%) Cisco
2 7 (11.86%) Greenplum
2 7 (11.86%) Microsoft
3 5 (8.47%) Avaya
3 5 (8.47%) Databricks
3 5 (8.47%) Genesys
4 4 (6.78%) Salesforce
5 3 (5.08%) F5
5 3 (5.08%) Infoblox
5 3 (5.08%) MuleSoft
5 3 (5.08%) Oracle
5 3 (5.08%) Pega
6 2 (3.39%) ForgeRock
6 2 (3.39%) IBM
6 2 (3.39%) MobileIron
6 2 (3.39%) Okta
6 2 (3.39%) Ping Identity
6 2 (3.39%) Teradata
7 1 (1.69%) SAP