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

6 months to
4 Mar 2026
Same period 2025 Same period 2024
Rank 18 57 46
Rank change year-on-year +39 -11 -15
Contract jobs citing Migration 72 28 30
As % of all contract jobs in Glasgow 9.99% 3.44% 3.32%
As % of the Processes & Methodologies category 11.96% 3.72% 3.66%
Number of daily rates quoted 45 26 20
10th Percentile £335 £346 £347
25th Percentile £358 £361 £448
Median daily rate (50th Percentile) £425 £488 £500
Median % change year-on-year -12.82% -2.50% +9.35%
75th Percentile £488 £576 £640
90th Percentile £576 £600 £700
Scotland median daily rate £450 £475 £488
% change year-on-year -5.26% -2.56% -1.71%
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 £22.81 £16.19 £17.00
% change year-on-year +40.89% -4.76% -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 602 753 819
As % of all contract IT jobs advertised in Glasgow 83.50% 92.39% 90.60%
Number of daily rates quoted 389 467 526
10th Percentile £306 £313 £325
25th Percentile £381 £367 £400
Median daily rate (50th Percentile) £450 £450 £483
Median % change year-on-year - -6.83% +1.68%
75th Percentile £575 £550 £600
90th Percentile £645 £625 £700
Scotland median daily rate £450 £450 £475
% change year-on-year - -5.26% -
Number of hourly rates quoted 16 11 35
10th Percentile £15.01 £16.75 £12.50
25th Percentile £16.17 £18.17 £16.00
Median hourly rate £23.05 £24.15 £18.00
Median % change year-on-year -4.58% +34.17% +69.33%
75th Percentile £51.25 £35.13 £40.94
90th Percentile £61.54 £65.00 £68.00
Scotland median hourly rate £20.00 £23.00 £20.57
% change year-on-year -13.04% +11.81% +16.08%

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 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
Hourly Rate Histogram in Glasgow

Hourly rate distribution of jobs citing Migration in Glasgow over the 6 months to 4 March 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
4 2 (2.78%) 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 23 (31.94%) 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
8 9 (12.50%) Power Platform
9 8 (11.11%) Amazon EventBridge
9 8 (11.11%) AWS Step Functions
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
12 3 (4.17%) Microsoft 365
12 3 (4.17%) Microsoft Purview
12 3 (4.17%) SaaS
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
5 9 (12.50%) Power BI
6 6 (8.33%) Delta Lake
7 5 (6.94%) Tableau
8 4 (5.56%) Big Data
8 4 (5.56%) Data Lake
8 4 (5.56%) Hadoop
9 3 (4.17%) SQL Server
10 2 (2.78%) Amazon Aurora
10 2 (2.78%) Amazon Redshift
10 2 (2.78%) Azure SQL Database
10 2 (2.78%) SQL Server Reporting Services
11 1 (1.39%) Amazon RDS
11 1 (1.39%) Data Vault
11 1 (1.39%) Power Query
11 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 20 (27.78%) Public Sector
4 11 (15.28%) Banking
5 10 (13.89%) 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%) Presentation Skills
9 1 (1.39%) Publishing
Job Titles
1 16 (22.22%) Architect
2 13 (18.06%) Analyst
3 9 (12.50%) Data Architect
4 7 (9.72%) Business Analyst
4 7 (9.72%) Senior
5 6 (8.33%) AWS Engineer
6 5 (6.94%) AWS Architect
6 5 (6.94%) Data Engineer
6 5 (6.94%) Lead
6 5 (6.94%) Snowflake Architect
6 5 (6.94%) Solutions 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%) AWS Solution Architect
8 3 (4.17%) Project Manager
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%) CCTV
10 1 (1.39%) Data Structures
10 1 (1.39%) Enterprise Cloud
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%) Infrastructure as Code
5 19 (26.39%) Data Migration
6 18 (25.00%) Agile
7 16 (22.22%) Data Governance
7 16 (22.22%) Stakeholder Management
8 15 (20.83%) Continuous Improvement
8 15 (20.83%) Data Engineering
9 14 (19.44%) Analytics
9 14 (19.44%) Disaster Recovery
10 13 (18.06%) High Availability
11 12 (16.67%) Data Modelling
11 12 (16.67%) Validation
12 11 (15.28%) AI
12 11 (15.28%) Data Protection
12 11 (15.28%) Machine Learning
13 10 (13.89%) Kanban
13 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 11 (15.28%) 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%) ITIL Certification
5 1 (1.39%) NCDA
5 1 (1.39%) SC Cleared
5 1 (1.39%) VCAP
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%) vMotion
6 1 (1.39%) vRealize
Vendors
1 11 (15.28%) ServiceNow
2 10 (13.89%) Greenplum
3 9 (12.50%) Microsoft
4 8 (11.11%) Cisco
5 6 (8.33%) Databricks
6 5 (6.94%) Avaya
6 5 (6.94%) Genesys
6 5 (6.94%) Salesforce
7 4 (5.56%) Oracle
8 3 (4.17%) Pega
9 2 (2.78%) Alteryx
9 2 (2.78%) FIS
9 2 (2.78%) Fiserv
9 2 (2.78%) IBM
9 2 (2.78%) Meraki
9 2 (2.78%) MobileIron
9 2 (2.78%) SmartStream
10 1 (1.39%) Checkmarx
10 1 (1.39%) Commvault
10 1 (1.39%) Veracode