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

6 months to
5 Nov 2025
Same period 2024 Same period 2023
Rank 36 50 32
Rank change year-on-year +14 -18 -8
Contract jobs citing Migration 44 25 45
As % of all contract jobs in Glasgow 5.87% 3.50% 5.31%
As % of the Processes & Methodologies category 6.68% 3.92% 5.80%
Number of daily rates quoted 35 22 28
10th Percentile £378 £349 £343
25th Percentile £419 £361 £405
Median daily rate (50th Percentile) £450 £463 £519
Median % change year-on-year -2.70% -10.86% +9.23%
75th Percentile £538 £500 £602
90th Percentile £637 £594 £656
Scotland median daily rate £500 £475 £505
% change year-on-year +5.26% -5.94% +2.02%
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 659 637 776
As % of all contract IT jobs advertised in Glasgow 87.98% 89.22% 91.62%
Number of daily rates quoted 419 419 523
10th Percentile £300 £280 £350
25th Percentile £381 £357 £412
Median daily rate (50th Percentile) £450 £440 £500
Median % change year-on-year +2.27% -12.00% +5.26%
75th Percentile £538 £538 £600
90th Percentile £625 £675 £700
Scotland median daily rate £464 £450 £480
% change year-on-year +3.06% -6.25% +1.05%
Number of hourly rates quoted 20 11 16
10th Percentile £15.01 £16.92 £11.25
25th Percentile £16.84 £19.05 £12.13
Median hourly rate £17.72 £19.59 £13.83
Median % change year-on-year -9.53% +41.65% -63.05%
75th Percentile £26.21 £29.34 £17.72
90th Percentile £58.00 £42.50 £40.72
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 5 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 (9.09%) Confluence
2 2 (4.55%) SharePoint
Applications
1 3 (6.82%) Microsoft Excel
Business Applications
1 1 (2.27%) Oracle EBS
Cloud Services
1 18 (40.91%) AWS
2 16 (36.36%) Azure
3 9 (20.45%) Snowflake
4 8 (18.18%) Serverless
5 5 (11.36%) Power Platform
6 4 (9.09%) Amazon EKS
6 4 (9.09%) Slack
7 3 (6.82%) Amazon S3
7 3 (6.82%) Apigee
7 3 (6.82%) SaaS
8 2 (4.55%) Amazon SQS
8 2 (4.55%) AWS CloudFormation
8 2 (4.55%) AWS CloudTrail
8 2 (4.55%) AWS Lambda
8 2 (4.55%) Entra ID
8 2 (4.55%) GitHub
9 1 (2.27%) Azure DevOps
9 1 (2.27%) IaaS
9 1 (2.27%) Microsoft 365
9 1 (2.27%) OpenShift
Communications & Networking
1 4 (9.09%) LAN
1 4 (9.09%) WAN
2 3 (6.82%) DHCP
2 3 (6.82%) DNS
2 3 (6.82%) HTTP
2 3 (6.82%) Internet
2 3 (6.82%) SSL
2 3 (6.82%) TCP/IP
2 3 (6.82%) Wi-Fi
3 1 (2.27%) Cisco Nexus
3 1 (2.27%) Firewall
3 1 (2.27%) Network Security
Database & Business Intelligence
1 11 (25.00%) Data Warehouse
2 9 (20.45%) PostgreSQL
3 5 (11.36%) Power BI
4 4 (9.09%) Tableau
5 3 (6.82%) Amazon Athena
5 3 (6.82%) Amazon Aurora
6 2 (4.55%) Amazon Redshift
6 2 (4.55%) SQL Server
7 1 (2.27%) Azure SQL Database
7 1 (2.27%) Big Data
7 1 (2.27%) Data Lake
7 1 (2.27%) MariaDB
7 1 (2.27%) Metadata
7 1 (2.27%) MySQL
7 1 (2.27%) Oracle Reports
7 1 (2.27%) Relational Database
7 1 (2.27%) SQL Server Reporting Services
Development Applications
1 9 (20.45%) Git
2 6 (13.64%) Jenkins
2 6 (13.64%) JIRA
3 4 (9.09%) Terragrunt
4 1 (2.27%) Bitbucket
4 1 (2.27%) Cucumber
4 1 (2.27%) Selenium
4 1 (2.27%) Snyk
4 1 (2.27%) SonarQube
4 1 (2.27%) WebDriver
General
1 14 (31.82%) Finance
1 14 (31.82%) Social Skills
2 10 (22.73%) Public Sector
3 5 (11.36%) Banking
4 4 (9.09%) Analytical Skills
4 4 (9.09%) Investment Banking
5 2 (4.55%) Documentation Skills
5 2 (4.55%) Legal
5 2 (4.55%) Presentation Skills
6 1 (2.27%) French Language
6 1 (2.27%) Local Government
6 1 (2.27%) Organisational Skills
Job Titles
1 10 (22.73%) Architect
2 8 (18.18%) Data Architect
3 6 (13.64%) Analyst
4 5 (11.36%) Developer
4 5 (11.36%) Snowflake Architect
5 4 (9.09%) Data Engineer
5 4 (9.09%) DevOps Engineer
5 4 (9.09%) Lead
5 4 (9.09%) Network Engineer
5 4 (9.09%) Solutions Architect
6 3 (6.82%) Data Analyst
6 3 (6.82%) Full-Stack Developer
6 3 (6.82%) Full-Stack Java Developer
6 3 (6.82%) Java Developer
6 3 (6.82%) Snowflake Engineer
7 2 (4.55%) AWS Architect
7 2 (4.55%) AWS Data Architect
7 2 (4.55%) Data Network Engineer
7 2 (4.55%) Snowflake Data Engineer
7 2 (4.55%) Systems Analyst
Libraries, Frameworks & Software Standards
1 4 (9.09%) REST
1 4 (9.09%) RESTful
1 4 (9.09%) SOAP
2 3 (6.82%) AngularJS
3 2 (4.55%) Node.js
4 1 (2.27%) ARM Templates
4 1 (2.27%) Gherkin
4 1 (2.27%) Oracle Fusion
Miscellaneous
1 7 (15.91%) Cloud Native
2 6 (13.64%) Distributed Systems
2 6 (13.64%) Hybrid Cloud
3 5 (11.36%) Legacy Systems
4 3 (6.82%) Onboarding
5 2 (4.55%) CMDB
6 1 (2.27%) Analytical Mindset
6 1 (2.27%) Data Protection Act
6 1 (2.27%) Greenfield Project
6 1 (2.27%) LIMS
6 1 (2.27%) Management Information System
Operating Systems
1 8 (18.18%) Linux
2 3 (6.82%) Unix
3 1 (2.27%) Windows
3 1 (2.27%) Windows 10
Processes & Methodologies
1 19 (43.18%) CI/CD
2 17 (38.64%) DevOps
3 14 (31.82%) Agile
3 14 (31.82%) Data Migration
4 12 (27.27%) Infrastructure as Code
4 12 (27.27%) Problem-Solving
5 8 (18.18%) Disaster Recovery
6 7 (15.91%) Data Security
6 7 (15.91%) Design Patterns
6 7 (15.91%) Stakeholder Engagement
6 7 (15.91%) Stakeholder Management
7 6 (13.64%) AI
7 6 (13.64%) Cost Management
7 6 (13.64%) High Availability
7 6 (13.64%) Machine Learning
7 6 (13.64%) Mentoring
7 6 (13.64%) Performance Optimisation
7 6 (13.64%) Project Management
7 6 (13.64%) Roadmaps
8 5 (11.36%) Data Governance
Programming Languages
1 16 (36.36%) Python
2 8 (18.18%) Java
3 6 (13.64%) SQL
4 4 (9.09%) JavaScript
5 3 (6.82%) Bash
5 3 (6.82%) Perl
6 1 (2.27%) Bicep
6 1 (2.27%) T-SQL
Qualifications
1 2 (4.55%) AWS Certification
1 2 (4.55%) AWS Certified Solutions Architect
1 2 (4.55%) PMI Certification
1 2 (4.55%) PMP
1 2 (4.55%) PRINCE2 Certification
1 2 (4.55%) Security Cleared
2 1 (2.27%) BPSS Clearance
2 1 (2.27%) CCNP
2 1 (2.27%) Cisco Certification
2 1 (2.27%) Degree
2 1 (2.27%) SC Cleared
Quality Assurance & Compliance
1 6 (13.64%) GDPR
2 4 (9.09%) Data Quality
3 3 (6.82%) QA
4 2 (4.55%) Accessibility
4 2 (4.55%) Disclosure Scotland
System Software
1 1 (2.27%) Docker
Systems Management
1 15 (34.09%) Terraform
2 7 (15.91%) Ansible
3 6 (13.64%) Kubernetes
4 4 (9.09%) Argo
4 4 (9.09%) Istio
5 2 (4.55%) Single Sign-On
6 1 (2.27%) SCCM
Vendors
1 7 (15.91%) Greenplum
2 5 (11.36%) Microsoft
3 4 (9.09%) Cisco
4 3 (6.82%) F5
4 3 (6.82%) Infoblox
4 3 (6.82%) Meraki
4 3 (6.82%) MuleSoft
4 3 (6.82%) Oracle
5 2 (4.55%) ForgeRock
5 2 (4.55%) IBM
5 2 (4.55%) MobileIron
5 2 (4.55%) Okta
5 2 (4.55%) Ping Identity
5 2 (4.55%) ServiceNow
5 2 (4.55%) Teradata
6 1 (2.27%) Checkmarx
6 1 (2.27%) SAP
6 1 (2.27%) Veracode
6 1 (2.27%) Workday