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 4 January 2026, with comparisons to the same periods in the previous two years.

6 months to
4 Jan 2026
Same period 2025 Same period 2024
Rank 21 54 42
Rank change year-on-year +33 -12 -9
Contract jobs citing Migration 51 20 38
As % of all contract jobs in Glasgow 7.46% 2.73% 4.32%
As % of the Processes & Methodologies category 8.59% 3.00% 4.73%
Number of daily rates quoted 34 19 25
10th Percentile £400 £348 £366
25th Percentile £413 £367 £430
Median daily rate (50th Percentile) £450 £500 £550
Median % change year-on-year -10.00% -9.09% +18.41%
75th Percentile £539 £550 £625
90th Percentile £586 £585 £700
Scotland median daily rate £500 £450 £525
% change year-on-year +11.11% -14.29% +5.63%
Number of hourly rates quoted 2 1 0
10th Percentile £17.54 - -
25th Percentile £22.95 £15.22 -
Median hourly rate £31.97 £16.19 -
Median % change year-on-year +97.44% - -
75th Percentile £40.98 £17.16 -
90th Percentile £46.39 - -
Scotland median hourly rate £25.15 £16.19 -
% change year-on-year +55.34% - -

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 594 666 804
As % of all contract IT jobs advertised in Glasgow 86.84% 90.86% 91.47%
Number of daily rates quoted 386 409 539
10th Percentile £295 £311 £350
25th Percentile £391 £363 £405
Median daily rate (50th Percentile) £450 £441 £500
Median % change year-on-year +2.04% -11.80% +5.26%
75th Percentile £559 £538 £624
90th Percentile £628 £640 £700
Scotland median daily rate £465 £450 £500
% change year-on-year +3.33% -10.00% +5.26%
Number of hourly rates quoted 13 13 15
10th Percentile £14.66 £16.75 £13.37
25th Percentile £16.17 £18.50 £15.71
Median hourly rate £28.09 £24.15 £17.72
Median % change year-on-year +16.31% +36.29% -40.38%
75th Percentile £55.00 £34.50 £19.50
90th Percentile £62.12 £43.73 £45.30
Scotland median hourly rate £20.00 £23.59 £18.80
% change year-on-year -15.22% +25.51% +0.91%

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 4 January 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
Hourly Rate Histogram in Glasgow

Hourly rate distribution of jobs citing Migration in Glasgow over the 6 months to 4 January 2026.

Hourly rate histogram for Migration in Glasgow

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 (11.76%) Apache
1 6 (11.76%) Apache Spark
2 2 (3.92%) Apache Airflow
3 1 (1.96%) SharePoint
Applications
1 2 (3.92%) Microsoft Excel
1 2 (3.92%) Microsoft PowerPoint
Business Applications
1 4 (7.84%) Dynamics CRM
Cloud Services
1 29 (56.86%) AWS
2 23 (45.10%) Serverless
3 18 (35.29%) Azure
4 15 (29.41%) AWS CloudFormation
5 14 (27.45%) AWS Lambda
6 12 (23.53%) Virtual Private Cloud
7 10 (19.61%) Snowflake
8 7 (13.73%) Amazon S3
9 6 (11.76%) Amazon CloudWatch
9 6 (11.76%) Amazon EventBridge
9 6 (11.76%) Amazon Kinesis
9 6 (11.76%) Power Platform
10 5 (9.80%) AWS Step Functions
11 4 (7.84%) SaaS
12 3 (5.88%) Amazon ECS
13 2 (3.92%) Amazon SQS
13 2 (3.92%) AWS CloudTrail
13 2 (3.92%) Azure Synapse Analytics
13 2 (3.92%) Entra ID
13 2 (3.92%) Microsoft Purview
Communications & Networking
1 3 (5.88%) LAN
2 2 (3.92%) Firewall
2 2 (3.92%) WAN
2 2 (3.92%) Wi-Fi
3 1 (1.96%) Cisco Nexus
3 1 (1.96%) DHCP
3 1 (1.96%) DNS
3 1 (1.96%) HTTP
3 1 (1.96%) Internet
3 1 (1.96%) Network Security
3 1 (1.96%) SSL
3 1 (1.96%) TCP/IP
Database & Business Intelligence
1 15 (29.41%) Data Warehouse
2 12 (23.53%) PostgreSQL
3 10 (19.61%) Amazon Athena
4 6 (11.76%) Delta Lake
4 6 (11.76%) DynamoDB
4 6 (11.76%) Power BI
5 4 (7.84%) Data Lake
5 4 (7.84%) Tableau
6 2 (3.92%) Amazon Aurora
6 2 (3.92%) Amazon Redshift
6 2 (3.92%) Azure SQL Database
6 2 (3.92%) Metadata
6 2 (3.92%) SQL Server
6 2 (3.92%) SQL Server Reporting Services
7 1 (1.96%) Amazon RDS
Development Applications
1 6 (11.76%) GitLab
1 6 (11.76%) MLflow
2 5 (9.80%) Jenkins
3 4 (7.84%) Git
4 3 (5.88%) JIRA
5 2 (3.92%) Bitbucket
6 1 (1.96%) Snyk
6 1 (1.96%) SonarQube
6 1 (1.96%) Sonatype Nexus
General
1 17 (33.33%) Finance
2 14 (27.45%) Social Skills
3 11 (21.57%) Public Sector
4 6 (11.76%) Analytical Skills
5 5 (9.80%) Banking
6 3 (5.88%) Documentation Skills
6 3 (5.88%) Investment Banking
7 2 (3.92%) Legal
8 1 (1.96%) French Language
8 1 (1.96%) Local Government
8 1 (1.96%) Organisational Skills
Job Titles
1 16 (31.37%) Architect
2 9 (17.65%) Data Architect
3 7 (13.73%) Solutions Architect
4 6 (11.76%) Senior
5 5 (9.80%) Analyst
5 5 (9.80%) AWS Architect
5 5 (9.80%) Lead
5 5 (9.80%) Snowflake Architect
6 4 (7.84%) Database Engineer
7 3 (5.88%) AWS Engineer
7 3 (5.88%) AWS Solution Architect
7 3 (5.88%) Data Engineer
7 3 (5.88%) Network Engineer
7 3 (5.88%) Platform Engineer
7 3 (5.88%) Snowflake Engineer
7 3 (5.88%) Systems Analyst
7 3 (5.88%) Technical Leader
8 2 (3.92%) AWS Data Architect
8 2 (3.92%) Snowflake Data Engineer
8 2 (3.92%) Technical Project Manager
Libraries, Frameworks & Software Standards
1 9 (17.65%) Node.js
2 6 (11.76%) PySpark
3 3 (5.88%) REST
3 3 (5.88%) SOAP
4 1 (1.96%) AngularJS
4 1 (1.96%) React
4 1 (1.96%) RESTful
Miscellaneous
1 9 (17.65%) Cloud Native
1 9 (17.65%) Distributed Systems
2 7 (13.73%) Hybrid Cloud
3 6 (11.76%) IVR
3 6 (11.76%) NHS
4 4 (7.84%) Legacy Systems
5 3 (5.88%) Data Protection Act
6 2 (3.92%) Algorithms
6 2 (3.92%) Analytical Mindset
6 2 (3.92%) CMDB
6 2 (3.92%) PMI
7 1 (1.96%) LIMS
7 1 (1.96%) Management Information System
7 1 (1.96%) Onboarding
Operating Systems
1 2 (3.92%) Linux
2 1 (1.96%) Unix
2 1 (1.96%) Windows
2 1 (1.96%) Windows 10
Processes & Methodologies
1 21 (41.18%) CI/CD
2 18 (35.29%) Infrastructure as Code
3 17 (33.33%) Data Migration
4 14 (27.45%) DevOps
4 14 (27.45%) Problem-Solving
5 13 (25.49%) Disaster Recovery
6 12 (23.53%) Data Governance
7 11 (21.57%) AI
7 11 (21.57%) High Availability
7 11 (21.57%) Machine Learning
7 11 (21.57%) Stakeholder Engagement
8 10 (19.61%) Analytics
9 9 (17.65%) Data Engineering
9 9 (17.65%) Data Security
9 9 (17.65%) Design Patterns
10 8 (15.69%) Continuous Improvement
10 8 (15.69%) Data Protection
11 7 (13.73%) Cost Management
11 7 (13.73%) Performance Optimisation
12 6 (11.76%) Cost Optimisation
Programming Languages
1 26 (50.98%) Python
2 7 (13.73%) SQL
3 3 (5.88%) Java
4 2 (3.92%) Perl
5 1 (1.96%) Bash
5 1 (1.96%) JavaScript
5 1 (1.96%) PowerShell
5 1 (1.96%) Ruby
5 1 (1.96%) Shell Script
Qualifications
1 6 (11.76%) AWS Certification
2 4 (7.84%) PMI Certification
3 2 (3.92%) AWS Certified Solutions Architect
3 2 (3.92%) CCNP
3 2 (3.92%) Cisco Certification
3 2 (3.92%) Computer Science Degree
3 2 (3.92%) Degree
3 2 (3.92%) PMP
3 2 (3.92%) PRINCE2 Certification
3 2 (3.92%) Security Cleared
4 1 (1.96%) CCDP
4 1 (1.96%) CCIE
Quality Assurance & Compliance
1 11 (21.57%) GDPR
2 7 (13.73%) Data Quality
3 6 (11.76%) PCI DSS
4 5 (9.80%) ISO/IEC 27001
5 3 (5.88%) HIPAA
5 3 (5.88%) PMO
5 3 (5.88%) QA
6 2 (3.92%) Accessibility
7 1 (1.96%) Disclosure Scotland
System Software
1 2 (3.92%) Docker
2 1 (1.96%) Virtual Servers
Systems Management
1 18 (35.29%) Terraform
2 10 (19.61%) Ansible
3 2 (3.92%) Kubernetes
3 2 (3.92%) Single Sign-On
4 1 (1.96%) SCCM
Vendors
1 10 (19.61%) Greenplum
2 9 (17.65%) ServiceNow
3 8 (15.69%) Cisco
4 6 (11.76%) Databricks
5 5 (9.80%) Avaya
5 5 (9.80%) Genesys
5 5 (9.80%) Microsoft
6 4 (7.84%) Salesforce
7 3 (5.88%) Pega
8 2 (3.92%) ForgeRock
8 2 (3.92%) IBM
8 2 (3.92%) Meraki
8 2 (3.92%) MobileIron
8 2 (3.92%) Okta
8 2 (3.92%) Ping Identity
9 1 (1.96%) MuleSoft
9 1 (1.96%) Oracle
9 1 (1.96%) SAP
9 1 (1.96%) Veracode
9 1 (1.96%) Workday