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

6 months to
12 Nov 2025
Same period 2024 Same period 2023
Rank 28 39 30
Rank change year-on-year +11 -9 -7
Contract jobs citing Migration 55 30 47
As % of all contract jobs in Glasgow 7.11% 4.14% 5.42%
As % of the Processes & Methodologies category 8.11% 4.67% 5.93%
Number of daily rates quoted 42 27 29
10th Percentile £376 £352 £344
25th Percentile £413 £395 £406
Median daily rate (50th Percentile) £450 £500 £548
Median % change year-on-year -10.00% -8.70% +15.30%
75th Percentile £539 £538 £613
90th Percentile £630 £589 £650
Scotland median daily rate £500 £475 £506
% change year-on-year +5.26% -6.13% +1.20%
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 678 643 793
As % of all contract IT jobs advertised in Glasgow 87.60% 88.81% 91.46%
Number of daily rates quoted 431 422 533
10th Percentile £300 £281 £350
25th Percentile £383 £361 £413
Median daily rate (50th Percentile) £450 £440 £500
Median % change year-on-year +2.27% -12.00% +5.26%
75th Percentile £540 £550 £613
90th Percentile £625 £672 £700
Scotland median daily rate £463 £450 £480
% change year-on-year +2.78% -6.25% +1.05%
Number of hourly rates quoted 19 12 18
10th Percentile £14.94 £17.08 £11.55
25th Percentile £16.84 £19.32 £12.13
Median hourly rate £18.00 £21.87 £14.96
Median % change year-on-year -17.70% +46.19% -60.03%
75th Percentile £26.21 £29.44 £18.63
90th Percentile £58.50 £41.70 £32.40
Scotland median hourly rate £20.00 £22.88 £19.75
% change year-on-year -12.57% +15.82% +5.33%

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 12 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 4 (7.27%) Confluence
2 2 (3.64%) Apache
2 2 (3.64%) Apache Spark
2 2 (3.64%) SharePoint
Applications
1 3 (5.45%) Microsoft Excel
2 2 (3.64%) Microsoft PowerPoint
Business Applications
1 4 (7.27%) Dynamics CRM
2 1 (1.82%) Oracle EBS
Cloud Services
1 26 (47.27%) AWS
2 17 (30.91%) Azure
3 16 (29.09%) Serverless
4 10 (18.18%) AWS CloudFormation
4 10 (18.18%) AWS Lambda
5 9 (16.36%) Snowflake
6 8 (14.55%) Virtual Private Cloud
7 6 (10.91%) Power Platform
8 5 (9.09%) Amazon CloudWatch
8 5 (9.09%) Amazon EKS
8 5 (9.09%) Amazon EventBridge
8 5 (9.09%) Amazon Kinesis
8 5 (9.09%) Amazon S3
9 4 (7.27%) Slack
10 3 (5.45%) Apigee
10 3 (5.45%) SaaS
11 2 (3.64%) Amazon SQS
11 2 (3.64%) AWS CloudTrail
11 2 (3.64%) Entra ID
11 2 (3.64%) GitHub
Communications & Networking
1 4 (7.27%) LAN
1 4 (7.27%) WAN
2 3 (5.45%) DHCP
2 3 (5.45%) DNS
2 3 (5.45%) HTTP
2 3 (5.45%) Internet
2 3 (5.45%) SSL
2 3 (5.45%) TCP/IP
2 3 (5.45%) Wi-Fi
3 2 (3.64%) Firewall
4 1 (1.82%) Cisco Nexus
4 1 (1.82%) Network Security
Database & Business Intelligence
1 12 (21.82%) Data Warehouse
2 9 (16.36%) PostgreSQL
3 8 (14.55%) Amazon Athena
4 6 (10.91%) Power BI
5 5 (9.09%) DynamoDB
6 4 (7.27%) Tableau
7 3 (5.45%) Amazon Aurora
7 3 (5.45%) SQL Server
8 2 (3.64%) Amazon Redshift
8 2 (3.64%) Azure SQL Database
8 2 (3.64%) Data Lake
8 2 (3.64%) Delta Lake
8 2 (3.64%) Metadata
8 2 (3.64%) SQL Server Reporting Services
9 1 (1.82%) Amazon RDS
9 1 (1.82%) Big Data
9 1 (1.82%) MariaDB
9 1 (1.82%) MySQL
9 1 (1.82%) Oracle Reports
9 1 (1.82%) Relational Database
Development Applications
1 10 (18.18%) Git
2 7 (12.73%) Jenkins
2 7 (12.73%) JIRA
3 4 (7.27%) Terragrunt
4 3 (5.45%) GitLab
5 2 (3.64%) Bitbucket
5 2 (3.64%) MLflow
6 1 (1.82%) Cucumber
6 1 (1.82%) Selenium
6 1 (1.82%) Snyk
6 1 (1.82%) SonarQube
6 1 (1.82%) Sonatype Nexus
6 1 (1.82%) WebDriver
General
1 20 (36.36%) Finance
2 16 (29.09%) Social Skills
3 14 (25.45%) Public Sector
4 6 (10.91%) Banking
5 4 (7.27%) Analytical Skills
5 4 (7.27%) Investment Banking
6 2 (3.64%) Documentation Skills
6 2 (3.64%) Legal
6 2 (3.64%) Presentation Skills
7 1 (1.82%) French Language
7 1 (1.82%) Local Government
7 1 (1.82%) Organisational Skills
Job Titles
1 15 (27.27%) Architect
2 9 (16.36%) Data Architect
3 6 (10.91%) Analyst
3 6 (10.91%) Developer
3 6 (10.91%) Solutions Architect
4 5 (9.09%) DevOps Engineer
4 5 (9.09%) Snowflake Architect
5 4 (7.27%) AWS Architect
5 4 (7.27%) Data Engineer
5 4 (7.27%) Lead
5 4 (7.27%) Network Engineer
6 3 (5.45%) AWS Engineer
6 3 (5.45%) Data Analyst
6 3 (5.45%) Full-Stack Developer
6 3 (5.45%) Full-Stack Java Developer
6 3 (5.45%) Java Developer
6 3 (5.45%) Project Manager
6 3 (5.45%) Snowflake Engineer
7 2 (3.64%) AWS Data Architect
7 2 (3.64%) Senior
Libraries, Frameworks & Software Standards
1 8 (14.55%) Node.js
2 5 (9.09%) REST
2 5 (9.09%) SOAP
3 4 (7.27%) RESTful
4 3 (5.45%) AngularJS
5 2 (3.64%) PySpark
6 1 (1.82%) ARM Templates
6 1 (1.82%) Gherkin
6 1 (1.82%) Oracle Fusion
6 1 (1.82%) React
Miscellaneous
1 7 (12.73%) Cloud Native
2 6 (10.91%) Distributed Systems
2 6 (10.91%) Hybrid Cloud
3 5 (9.09%) IVR
3 5 (9.09%) Legacy Systems
3 5 (9.09%) NHS
4 3 (5.45%) Onboarding
5 2 (3.64%) CMDB
5 2 (3.64%) Data Protection Act
5 2 (3.64%) PMI
6 1 (1.82%) Analytical Mindset
6 1 (1.82%) Greenfield Project
6 1 (1.82%) LIMS
6 1 (1.82%) Management Information System
Operating Systems
1 9 (16.36%) Linux
2 3 (5.45%) Unix
3 1 (1.82%) Windows
3 1 (1.82%) Windows 10
Processes & Methodologies
1 25 (45.45%) CI/CD
2 21 (38.18%) DevOps
3 19 (34.55%) Data Migration
4 18 (32.73%) Infrastructure as Code
5 16 (29.09%) Agile
6 12 (21.82%) Disaster Recovery
6 12 (21.82%) Problem-Solving
7 10 (18.18%) High Availability
7 10 (18.18%) Roadmaps
7 10 (18.18%) Stakeholder Engagement
8 9 (16.36%) Analytics
9 8 (14.55%) Data Governance
9 8 (14.55%) Data Security
9 8 (14.55%) Mentoring
10 7 (12.73%) Data Protection
10 7 (12.73%) Design Patterns
10 7 (12.73%) Stakeholder Management
10 7 (12.73%) Test Automation
10 7 (12.73%) Validation
11 6 (10.91%) Cost Management
Programming Languages
1 24 (43.64%) Python
2 10 (18.18%) Java
3 7 (12.73%) SQL
4 4 (7.27%) JavaScript
4 4 (7.27%) Perl
5 3 (5.45%) Bash
6 1 (1.82%) Bicep
6 1 (1.82%) PowerShell
6 1 (1.82%) Ruby
6 1 (1.82%) T-SQL
Qualifications
1 5 (9.09%) AWS Certification
2 4 (7.27%) PMI Certification
3 3 (5.45%) Degree
4 2 (3.64%) AWS Certified Solutions Architect
4 2 (3.64%) Computer Science Degree
4 2 (3.64%) PMP
4 2 (3.64%) PRINCE2 Certification
4 2 (3.64%) Security Cleared
5 1 (1.82%) BPSS Clearance
5 1 (1.82%) CCNP
5 1 (1.82%) Cisco Certification
5 1 (1.82%) SC Cleared
Quality Assurance & Compliance
1 12 (21.82%) GDPR
2 7 (12.73%) Data Quality
3 5 (9.09%) PCI DSS
4 4 (7.27%) ISO/IEC 27001
5 3 (5.45%) HIPAA
5 3 (5.45%) PMO
5 3 (5.45%) QA
6 2 (3.64%) Accessibility
6 2 (3.64%) Disclosure Scotland
System Software
1 2 (3.64%) Docker
2 1 (1.82%) Virtual Servers
Systems Management
1 20 (36.36%) Terraform
2 7 (12.73%) Ansible
2 7 (12.73%) Kubernetes
3 4 (7.27%) Argo
3 4 (7.27%) Istio
4 2 (3.64%) Single Sign-On
5 1 (1.82%) SCCM
Vendors
1 8 (14.55%) Cisco
1 8 (14.55%) Microsoft
1 8 (14.55%) ServiceNow
2 7 (12.73%) Greenplum
3 4 (7.27%) Avaya
3 4 (7.27%) Genesys
3 4 (7.27%) Salesforce
4 3 (5.45%) F5
4 3 (5.45%) Infoblox
4 3 (5.45%) Meraki
4 3 (5.45%) MuleSoft
4 3 (5.45%) Oracle
4 3 (5.45%) Pega
5 2 (3.64%) Databricks
5 2 (3.64%) ForgeRock
5 2 (3.64%) IBM
5 2 (3.64%) MobileIron
5 2 (3.64%) Okta
5 2 (3.64%) Ping Identity
5 2 (3.64%) Teradata