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

6 months to
29 Mar 2026
Same period 2025 Same period 2024
Rank 20 49 47
Rank change year-on-year +29 -2 -7
Contract jobs citing Migration 64 30 33
As % of all contract jobs in Glasgow 9.04% 3.65% 3.54%
As % of the Processes & Methodologies category 11.02% 3.90% 3.85%
Number of daily rates quoted 41 28 22
10th Percentile £325 £335 £326
25th Percentile £358 £397 £416
Median daily rate (50th Percentile) £418 £500 £500
Median % change year-on-year -16.50% - +5.26%
75th Percentile £538 £568 £653
90th Percentile £581 £600 £700
Scotland median daily rate £450 £494 £500
% change year-on-year -8.91% -1.20% +1.21%
Number of hourly rates quoted 1 0 0
Median hourly rate £50.00 - -
Scotland median hourly rate £20.00 - £17.00
% change year-on-year - - -4.06%

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 581 769 858
As % of all contract IT jobs advertised in Glasgow 82.06% 93.44% 91.96%
Number of daily rates quoted 367 492 542
10th Percentile £306 £311 £313
25th Percentile £378 £372 £400
Median daily rate (50th Percentile) £450 £450 £498
Median % change year-on-year - -9.55% +4.74%
75th Percentile £575 £550 £600
90th Percentile £668 £606 £695
Scotland median daily rate £450 £450 £480
% change year-on-year - -6.25% +1.05%
Number of hourly rates quoted 13 8 39
10th Percentile £16.11 £16.75 £13.50
25th Percentile £16.17 £18.88 £16.00
Median hourly rate £16.25 £23.17 £18.00
Median % change year-on-year -29.85% +28.69% +44.00%
75th Percentile £46.61 £67.56 £47.35
90th Percentile £54.00 £77.63 £65.00
Scotland median hourly rate £20.00 £23.00 £19.50
% change year-on-year -13.04% +17.95% +13.97%

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 March 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
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 10 (15.63%) Apache Spark
2 6 (9.38%) Apache
3 5 (7.81%) Confluence
4 2 (3.13%) Apache Airflow
5 1 (1.56%) SharePoint
Applications
1 4 (6.25%) Microsoft Project
2 3 (4.69%) Microsoft Excel
3 2 (3.13%) Microsoft PowerPoint
Business Applications
1 4 (6.25%) Dynamics CRM
2 2 (3.13%) IntelliMatch
2 2 (3.13%) Payment Gateway
3 1 (1.56%) Oracle EBS
Cloud Services
1 30 (46.88%) AWS
2 22 (34.38%) Serverless
3 21 (32.81%) Azure
4 16 (25.00%) AWS CloudFormation
5 15 (23.44%) AWS Lambda
6 12 (18.75%) Virtual Private Cloud
7 9 (14.06%) Amazon CloudWatch
8 8 (12.50%) Amazon EventBridge
8 8 (12.50%) AWS Step Functions
8 8 (12.50%) Snowflake
9 7 (10.94%) Amazon S3
9 7 (10.94%) Power Platform
10 6 (9.38%) Amazon ECS
10 6 (9.38%) Amazon Kinesis
11 4 (6.25%) Amazon EC2
11 4 (6.25%) Azure DevOps
11 4 (6.25%) Collibra
12 3 (4.69%) Microsoft Purview
12 3 (4.69%) SaaS
13 2 (3.13%) Azure Data Factory
Communications & Networking
1 1 (1.56%) Fibre Channel
1 1 (1.56%) Firewall
1 1 (1.56%) LAN
1 1 (1.56%) Network Security
1 1 (1.56%) SAN
1 1 (1.56%) Wi-Fi
Database & Business Intelligence
1 11 (17.19%) Amazon Athena
1 11 (17.19%) Metadata
2 10 (15.63%) PostgreSQL
3 9 (14.06%) Data Warehouse
3 9 (14.06%) DynamoDB
4 7 (10.94%) Power BI
5 6 (9.38%) Delta Lake
6 4 (6.25%) Big Data
6 4 (6.25%) Data Lake
6 4 (6.25%) Hadoop
7 3 (4.69%) SQL Server
7 3 (4.69%) Tableau
8 2 (3.13%) Azure SQL Database
8 2 (3.13%) Data Vault
8 2 (3.13%) Snowflake Schema
8 2 (3.13%) SQL Server Reporting Services
9 1 (1.56%) Amazon RDS
9 1 (1.56%) Power Query
9 1 (1.56%) QlikView
Development Applications
1 8 (12.50%) JIRA
2 6 (9.38%) Git
2 6 (9.38%) GitLab
2 6 (9.38%) MLflow
3 1 (1.56%) Bitbucket
3 1 (1.56%) Jenkins
3 1 (1.56%) Sonatype Nexus
3 1 (1.56%) Team Foundation Server
3 1 (1.56%) Terragrunt
General
1 23 (35.94%) Finance
2 21 (32.81%) Social Skills
3 18 (28.13%) Public Sector
4 11 (17.19%) Banking
5 9 (14.06%) Analytical Skills
6 4 (6.25%) Documentation Skills
7 3 (4.69%) Investment Banking
8 2 (3.13%) Aviation
9 1 (1.56%) Legal
9 1 (1.56%) Military
9 1 (1.56%) Presentation Skills
9 1 (1.56%) Publishing
Job Titles
1 14 (21.88%) Architect
2 11 (17.19%) Analyst
3 7 (10.94%) Senior
4 6 (9.38%) AWS Engineer
4 6 (9.38%) Business Analyst
4 6 (9.38%) Data Architect
5 5 (7.81%) Solutions Architect
6 4 (6.25%) Database Engineer
6 4 (6.25%) Developer
6 4 (6.25%) Lead
6 4 (6.25%) Platform Engineer
6 4 (6.25%) Scrum Master
6 4 (6.25%) Snowflake Architect
6 4 (6.25%) Technical Leader
7 3 (4.69%) AWS Architect
7 3 (4.69%) Data Analyst
7 3 (4.69%) Data Engineer
7 3 (4.69%) DevOps Engineer
7 3 (4.69%) Project Manager
7 3 (4.69%) Systems Analyst
Libraries, Frameworks & Software Standards
1 8 (12.50%) PySpark
2 7 (10.94%) Node.js
3 3 (4.69%) OAuth
3 3 (4.69%) OAuth2
3 3 (4.69%) React
3 3 (4.69%) REST
3 3 (4.69%) SOAP
4 2 (3.13%) AngularJS
4 2 (3.13%) Elastic Stack
4 2 (3.13%) Spring
4 2 (3.13%) Spring Boot
5 1 (1.56%) ARM Templates
5 1 (1.56%) JWT
Miscellaneous
1 19 (29.69%) Cloud Native
2 9 (14.06%) Distributed Systems
3 7 (10.94%) Legacy Systems
4 6 (9.38%) IVR
4 6 (9.38%) NHS
5 5 (7.81%) Data Protection Act
5 5 (7.81%) Hybrid Cloud
6 4 (6.25%) CMDB
6 4 (6.25%) Onboarding
6 4 (6.25%) Product Ownership
6 4 (6.25%) Reference Data
6 4 (6.25%) Virtual Team
7 3 (4.69%) Algorithms
8 2 (3.13%) Enterprise Software
8 2 (3.13%) PMI
9 1 (1.56%) CCTV
9 1 (1.56%) Data Centre
9 1 (1.56%) Data Structures
9 1 (1.56%) Enterprise Cloud
9 1 (1.56%) Management Information System
Operating Systems
1 4 (6.25%) Windows
2 3 (4.69%) Linux
3 2 (3.13%) Windows Server
4 1 (1.56%) Red Hat Enterprise Linux
4 1 (1.56%) VMS
4 1 (1.56%) Windows 10
4 1 (1.56%) Windows Server 2016
Processes & Methodologies
1 27 (42.19%) CI/CD
2 19 (29.69%) Agile
2 19 (29.69%) DevOps
2 19 (29.69%) Infrastructure as Code
2 19 (29.69%) Problem-Solving
3 18 (28.13%) Data Migration
4 15 (23.44%) Analytics
4 15 (23.44%) Continuous Improvement
4 15 (23.44%) Data Engineering
4 15 (23.44%) Data Governance
4 15 (23.44%) Stakeholder Management
5 12 (18.75%) Disaster Recovery
5 12 (18.75%) Validation
6 11 (17.19%) Data Modelling
6 11 (17.19%) High Availability
6 11 (17.19%) Platform Engineering
7 10 (15.63%) Decision-Making
7 10 (15.63%) ETL
7 10 (15.63%) Kanban
8 9 (14.06%) Scrum
Programming Languages
1 30 (46.88%) Python
2 9 (14.06%) SQL
3 5 (7.81%) Java
4 2 (3.13%) Perl
4 2 (3.13%) PowerShell
5 1 (1.56%) Bash
5 1 (1.56%) Bicep
5 1 (1.56%) Data Analysis Expressions
5 1 (1.56%) Ruby
5 1 (1.56%) Shell Script
Qualifications
1 11 (17.19%) Degree
2 6 (9.38%) Security Cleared
3 4 (6.25%) AWS Certification
3 4 (6.25%) Computer Science Degree
3 4 (6.25%) PMI Certification
4 2 (3.13%) BPSS Clearance
4 2 (3.13%) CCAB
4 2 (3.13%) PMP
4 2 (3.13%) PRINCE2 Certification
4 2 (3.13%) SC Cleared
5 1 (1.56%) CCDP
5 1 (1.56%) CCIE
5 1 (1.56%) CCNP
5 1 (1.56%) CIMA
5 1 (1.56%) Cisco Certification
5 1 (1.56%) ITIL Certification
5 1 (1.56%) NCDA
5 1 (1.56%) VCAP
5 1 (1.56%) VCP6
5 1 (1.56%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 15 (23.44%) Data Quality
2 13 (20.31%) GDPR
3 6 (9.38%) PCI DSS
4 5 (7.81%) ISO/IEC 27001
5 3 (4.69%) HIPAA
5 3 (4.69%) PMO
6 2 (3.13%) ISO 20022
6 2 (3.13%) ISO 8583
6 2 (3.13%) QA
6 2 (3.13%) SLA
7 1 (1.56%) Disclosure Scotland
System Software
1 3 (4.69%) Docker
2 1 (1.56%) Active Directory
2 1 (1.56%) Virtual Servers
2 1 (1.56%) VMware Infrastructure
2 1 (1.56%) VMware NSX
Systems Management
1 16 (25.00%) Terraform
2 9 (14.06%) Ansible
3 6 (9.38%) Grafana
4 5 (7.81%) Prometheus
5 4 (6.25%) Kubernetes
6 1 (1.56%) Argo
6 1 (1.56%) Istio
6 1 (1.56%) Microsoft Intune
6 1 (1.56%) PowerCLI
6 1 (1.56%) SCCM
6 1 (1.56%) vMotion
6 1 (1.56%) vRealize
Vendors
1 11 (17.19%) ServiceNow
2 8 (12.50%) Greenplum
2 8 (12.50%) Microsoft
3 7 (10.94%) Cisco
4 6 (9.38%) Databricks
5 5 (7.81%) Avaya
5 5 (7.81%) Genesys
5 5 (7.81%) Oracle
5 5 (7.81%) Salesforce
6 3 (4.69%) Pega
7 2 (3.13%) Alteryx
7 2 (3.13%) FIS
7 2 (3.13%) Fiserv
7 2 (3.13%) IBM
7 2 (3.13%) SmartStream
8 1 (1.56%) Brocade
8 1 (1.56%) Commvault
8 1 (1.56%) Meraki
8 1 (1.56%) NetApp
8 1 (1.56%) VMware