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

6 months to
25 Feb 2026
Same period 2025 Same period 2024
Rank 19 54 49
Rank change year-on-year +35 -5 -18
Contract jobs citing Migration 72 27 31
As % of all contract jobs in Glasgow 9.86% 3.33% 3.38%
As % of the Processes & Methodologies category 11.69% 3.61% 3.71%
Number of daily rates quoted 45 25 20
10th Percentile £335 £346 £395
25th Percentile £358 £356 £463
Median daily rate (50th Percentile) £425 £475 £525
Median % change year-on-year -10.53% -9.52% +14.82%
75th Percentile £500 £564 £640
90th Percentile £579 £600 £700
Scotland median daily rate £450 £475 £500
% change year-on-year -5.26% -5.00% +1.01%
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 £21.41 £16.19 -
% change year-on-year +32.21% - -

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 616 748 836
As % of all contract IT jobs advertised in Glasgow 84.38% 92.23% 91.07%
Number of daily rates quoted 394 460 540
10th Percentile £306 £313 £341
25th Percentile £389 £365 £405
Median daily rate (50th Percentile) £450 £450 £500
Median % change year-on-year - -10.00% +4.38%
75th Percentile £570 £550 £600
90th Percentile £639 £625 £700
Scotland median daily rate £450 £450 £480
% change year-on-year - -6.25% +1.05%
Number of hourly rates quoted 17 11 34
10th Percentile £14.17 £16.75 £11.50
25th Percentile £16.17 £18.17 £15.48
Median hourly rate £23.75 £24.15 £18.00
Median % change year-on-year -1.66% +34.17% +69.33%
75th Percentile £50.00 £35.13 £40.94
90th Percentile £61.35 £65.00 £69.75
Scotland median hourly rate £20.00 £23.30 £19.50
% change year-on-year -14.14% +19.46% +10.05%

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 25 February 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 25 February 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 10 (13.89%) Apache Spark
2 6 (8.33%) Apache
3 4 (5.56%) Confluence
4 2 (2.78%) Apache Airflow
5 1 (1.39%) SharePoint
Applications
1 4 (5.56%) Microsoft Project
2 3 (4.17%) Microsoft Excel
3 2 (2.78%) Microsoft PowerPoint
Business Applications
1 4 (5.56%) Dynamics CRM
2 2 (2.78%) IntelliMatch
2 2 (2.78%) Payment Gateway
Cloud Services
1 34 (47.22%) AWS
2 26 (36.11%) Serverless
3 24 (33.33%) Azure
4 18 (25.00%) AWS CloudFormation
5 17 (23.61%) AWS Lambda
6 12 (16.67%) Virtual Private Cloud
7 10 (13.89%) Snowflake
8 9 (12.50%) Amazon CloudWatch
8 9 (12.50%) Amazon S3
9 8 (11.11%) Amazon EventBridge
9 8 (11.11%) AWS Step Functions
9 8 (11.11%) Power Platform
10 6 (8.33%) Amazon ECS
10 6 (8.33%) Amazon Kinesis
11 4 (5.56%) Amazon EC2
11 4 (5.56%) Azure DevOps
11 4 (5.56%) Collibra
11 4 (5.56%) SaaS
12 2 (2.78%) Amazon SQS
12 2 (2.78%) Microsoft 365
Communications & Networking
1 2 (2.78%) LAN
1 2 (2.78%) Wi-Fi
2 1 (1.39%) Fibre Channel
2 1 (1.39%) Firewall
2 1 (1.39%) Internet
2 1 (1.39%) Network Security
2 1 (1.39%) SAN
2 1 (1.39%) WAN
Database & Business Intelligence
1 15 (20.83%) Data Warehouse
2 14 (19.44%) PostgreSQL
3 13 (18.06%) Amazon Athena
4 10 (13.89%) Metadata
5 9 (12.50%) DynamoDB
6 8 (11.11%) Power BI
7 6 (8.33%) Delta Lake
8 5 (6.94%) Tableau
9 4 (5.56%) Big Data
9 4 (5.56%) Data Lake
9 4 (5.56%) Hadoop
10 3 (4.17%) SQL Server
11 2 (2.78%) Amazon Aurora
11 2 (2.78%) Amazon Redshift
11 2 (2.78%) Azure SQL Database
11 2 (2.78%) SQL Server Reporting Services
12 1 (1.39%) Amazon RDS
12 1 (1.39%) Data Vault
12 1 (1.39%) Power Query
12 1 (1.39%) QlikView
Development Applications
1 7 (9.72%) Git
1 7 (9.72%) JIRA
2 6 (8.33%) GitLab
2 6 (8.33%) MLflow
3 4 (5.56%) Jenkins
4 2 (2.78%) Bitbucket
5 1 (1.39%) Snyk
5 1 (1.39%) SonarQube
5 1 (1.39%) Sonatype Nexus
5 1 (1.39%) Team Foundation Server
General
1 25 (34.72%) Social Skills
2 23 (31.94%) Finance
3 21 (29.17%) Public Sector
4 11 (15.28%) Banking
5 9 (12.50%) Analytical Skills
6 5 (6.94%) Documentation Skills
7 3 (4.17%) Investment Banking
8 2 (2.78%) Legal
9 1 (1.39%) Aviation
9 1 (1.39%) French Language
9 1 (1.39%) Military
9 1 (1.39%) Organisational Skills
9 1 (1.39%) Publishing
Job Titles
1 17 (23.61%) Architect
2 12 (16.67%) Analyst
3 9 (12.50%) Data Architect
4 7 (9.72%) Senior
5 6 (8.33%) AWS Engineer
5 6 (8.33%) Business Analyst
5 6 (8.33%) Solutions Architect
6 5 (6.94%) AWS Architect
6 5 (6.94%) Data Engineer
6 5 (6.94%) Lead
6 5 (6.94%) Snowflake Architect
7 4 (5.56%) Data Analyst
7 4 (5.56%) Database Engineer
7 4 (5.56%) Developer
7 4 (5.56%) Platform Engineer
7 4 (5.56%) Scrum Master
8 3 (4.17%) Project Manager
8 3 (4.17%) Snowflake Engineer
8 3 (4.17%) Systems Analyst
8 3 (4.17%) Technical Leader
Libraries, Frameworks & Software Standards
1 9 (12.50%) Node.js
2 8 (11.11%) PySpark
3 3 (4.17%) OAuth
3 3 (4.17%) OAuth2
3 3 (4.17%) React
3 3 (4.17%) REST
3 3 (4.17%) SOAP
4 2 (2.78%) AngularJS
4 2 (2.78%) Elastic Stack
4 2 (2.78%) Spring
4 2 (2.78%) Spring Boot
5 1 (1.39%) ARM Templates
5 1 (1.39%) JWT
Miscellaneous
1 19 (26.39%) Cloud Native
2 11 (15.28%) Distributed Systems
3 9 (12.50%) Legacy Systems
4 7 (9.72%) Hybrid Cloud
5 6 (8.33%) IVR
5 6 (8.33%) NHS
6 5 (6.94%) Data Protection Act
7 4 (5.56%) CMDB
7 4 (5.56%) Onboarding
7 4 (5.56%) Product Ownership
7 4 (5.56%) Reference Data
7 4 (5.56%) Virtual Team
8 3 (4.17%) Algorithms
9 2 (2.78%) Enterprise Software
9 2 (2.78%) Management Information System
9 2 (2.78%) PMI
10 1 (1.39%) Analytical Mindset
10 1 (1.39%) CCTV
10 1 (1.39%) Data Structures
10 1 (1.39%) LIMS
Operating Systems
1 3 (4.17%) Windows
2 2 (2.78%) Linux
3 1 (1.39%) Red Hat Enterprise Linux
3 1 (1.39%) VMS
3 1 (1.39%) Windows 10
3 1 (1.39%) Windows Server
3 1 (1.39%) Windows Server 2016
Processes & Methodologies
1 29 (40.28%) CI/CD
2 25 (34.72%) Problem-Solving
3 22 (30.56%) DevOps
4 20 (27.78%) Data Migration
4 20 (27.78%) Infrastructure as Code
5 17 (23.61%) Agile
6 16 (22.22%) Data Governance
7 15 (20.83%) Continuous Improvement
7 15 (20.83%) Data Engineering
7 15 (20.83%) Stakeholder Management
8 14 (19.44%) Analytics
8 14 (19.44%) Disaster Recovery
9 13 (18.06%) High Availability
10 12 (16.67%) Data Modelling
10 12 (16.67%) Validation
11 11 (15.28%) AI
11 11 (15.28%) Data Protection
11 11 (15.28%) Machine Learning
12 10 (13.89%) Kanban
12 10 (13.89%) Stakeholder Engagement
Programming Languages
1 33 (45.83%) Python
2 9 (12.50%) SQL
3 4 (5.56%) Java
4 2 (2.78%) Perl
4 2 (2.78%) PowerShell
5 1 (1.39%) Bash
5 1 (1.39%) Bicep
5 1 (1.39%) Data Analysis Expressions
5 1 (1.39%) Ruby
5 1 (1.39%) Shell Script
Qualifications
1 10 (13.89%) Degree
2 6 (8.33%) AWS Certification
2 6 (8.33%) Security Cleared
3 4 (5.56%) Computer Science Degree
3 4 (5.56%) PMI Certification
4 2 (2.78%) AWS Certified Solutions Architect
4 2 (2.78%) CCAB
4 2 (2.78%) PMP
4 2 (2.78%) PRINCE2 Certification
5 1 (1.39%) BPSS Clearance
5 1 (1.39%) CCDP
5 1 (1.39%) CCIE
5 1 (1.39%) CCNP
5 1 (1.39%) CIMA
5 1 (1.39%) Cisco Certification
5 1 (1.39%) NCDA
5 1 (1.39%) SC Cleared
5 1 (1.39%) VCAP
5 1 (1.39%) VCP6
5 1 (1.39%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 15 (20.83%) Data Quality
2 14 (19.44%) GDPR
3 6 (8.33%) PCI DSS
4 5 (6.94%) ISO/IEC 27001
5 3 (4.17%) HIPAA
5 3 (4.17%) PMO
5 3 (4.17%) QA
6 2 (2.78%) Accessibility
6 2 (2.78%) ISO 20022
6 2 (2.78%) ISO 8583
6 2 (2.78%) SLA
7 1 (1.39%) Disclosure Scotland
System Software
1 4 (5.56%) Docker
2 1 (1.39%) Active Directory
2 1 (1.39%) Virtual Servers
2 1 (1.39%) VMware Infrastructure
2 1 (1.39%) VMware NSX
Systems Management
1 19 (26.39%) Terraform
2 11 (15.28%) Ansible
3 6 (8.33%) Grafana
4 5 (6.94%) Prometheus
5 4 (5.56%) Kubernetes
6 1 (1.39%) Microsoft Intune
6 1 (1.39%) PowerCLI
6 1 (1.39%) SCCM
6 1 (1.39%) Single Sign-On
6 1 (1.39%) vMotion
6 1 (1.39%) vRealize
Vendors
1 11 (15.28%) ServiceNow
2 10 (13.89%) Greenplum
3 8 (11.11%) Cisco
3 8 (11.11%) Microsoft
4 6 (8.33%) Databricks
5 5 (6.94%) Avaya
5 5 (6.94%) Genesys
5 5 (6.94%) Salesforce
6 4 (5.56%) Oracle
7 3 (4.17%) Pega
8 2 (2.78%) Alteryx
8 2 (2.78%) FIS
8 2 (2.78%) Fiserv
8 2 (2.78%) IBM
8 2 (2.78%) Meraki
8 2 (2.78%) MobileIron
8 2 (2.78%) SmartStream
9 1 (1.39%) ForgeRock
9 1 (1.39%) Ping Identity
9 1 (1.39%) Veracode