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

6 months to
29 Jan 2026
Same period 2025 Same period 2024
Rank 24 54 51
Rank change year-on-year +30 -3 -19
Contract jobs citing Migration 57 22 31
As % of all contract jobs in Glasgow 8.33% 2.91% 3.49%
As % of the Processes & Methodologies category 9.71% 3.18% 3.79%
Number of daily rates quoted 35 20 19
10th Percentile £363 £348 £405
25th Percentile £407 £372 £473
Median daily rate (50th Percentile) £450 £500 £550
Median % change year-on-year -10.00% -9.09% +25.00%
75th Percentile £545 £567 £661
90th Percentile £585 £601 £700
Scotland median daily rate £473 £475 £500
% change year-on-year -0.53% -5.00% +2.25%
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 587 691 819
As % of all contract IT jobs advertised in Glasgow 85.82% 91.52% 92.13%
Number of daily rates quoted 369 418 535
10th Percentile £290 £312 £350
25th Percentile £400 £363 £412
Median daily rate (50th Percentile) £450 £450 £500
Median % change year-on-year - -10.00% +3.09%
75th Percentile £568 £538 £606
90th Percentile £638 £625 £700
Scotland median daily rate £463 £450 £488
% change year-on-year +2.78% -7.69% +2.63%
Number of hourly rates quoted 15 13 24
10th Percentile £14.09 £16.75 £11.50
25th Percentile £16.17 £18.50 £14.57
Median hourly rate £23.75 £24.15 £16.00
Median % change year-on-year -1.66% +50.94% +50.52%
75th Percentile £52.50 £34.50 £19.50
90th Percentile £61.74 £60.50 £75.00
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 29 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 29 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 9 (15.79%) Apache Spark
2 6 (10.53%) Apache
3 3 (5.26%) Confluence
4 2 (3.51%) Apache Airflow
5 1 (1.75%) SharePoint
Applications
1 3 (5.26%) Microsoft Project
2 2 (3.51%) Microsoft Excel
2 2 (3.51%) Microsoft PowerPoint
Business Applications
1 4 (7.02%) Dynamics CRM
Cloud Services
1 30 (52.63%) AWS
2 23 (40.35%) Serverless
3 21 (36.84%) Azure
4 15 (26.32%) AWS CloudFormation
5 14 (24.56%) AWS Lambda
6 12 (21.05%) Virtual Private Cloud
7 10 (17.54%) Snowflake
8 7 (12.28%) Amazon S3
8 7 (12.28%) Power Platform
9 6 (10.53%) Amazon CloudWatch
9 6 (10.53%) Amazon EventBridge
9 6 (10.53%) Amazon Kinesis
10 5 (8.77%) AWS Step Functions
11 4 (7.02%) SaaS
12 3 (5.26%) Amazon ECS
12 3 (5.26%) Azure DevOps
12 3 (5.26%) Collibra
13 2 (3.51%) Amazon SageMaker
13 2 (3.51%) Azure Synapse Analytics
13 2 (3.51%) Microsoft Purview
Communications & Networking
1 2 (3.51%) LAN
1 2 (3.51%) Wi-Fi
2 1 (1.75%) Fibre Channel
2 1 (1.75%) Firewall
2 1 (1.75%) Internet
2 1 (1.75%) SAN
2 1 (1.75%) WAN
Database & Business Intelligence
1 15 (26.32%) Data Warehouse
2 13 (22.81%) PostgreSQL
3 10 (17.54%) Amazon Athena
4 7 (12.28%) Power BI
5 6 (10.53%) Delta Lake
5 6 (10.53%) DynamoDB
5 6 (10.53%) Metadata
6 4 (7.02%) Data Lake
6 4 (7.02%) Tableau
7 3 (5.26%) Big Data
7 3 (5.26%) Hadoop
7 3 (5.26%) SQL Server
8 2 (3.51%) Amazon Aurora
8 2 (3.51%) Amazon Redshift
8 2 (3.51%) Azure SQL Database
8 2 (3.51%) SQL Server Reporting Services
9 1 (1.75%) Amazon RDS
9 1 (1.75%) Power Query
9 1 (1.75%) QlikView
Development Applications
1 6 (10.53%) Git
1 6 (10.53%) GitLab
1 6 (10.53%) JIRA
1 6 (10.53%) MLflow
2 4 (7.02%) Jenkins
3 2 (3.51%) Bitbucket
4 1 (1.75%) Snyk
4 1 (1.75%) SonarQube
4 1 (1.75%) Sonatype Nexus
4 1 (1.75%) Team Foundation Server
General
1 19 (33.33%) Social Skills
2 18 (31.58%) Finance
3 15 (26.32%) Public Sector
4 7 (12.28%) Banking
5 6 (10.53%) Analytical Skills
6 3 (5.26%) Documentation Skills
7 2 (3.51%) Investment Banking
7 2 (3.51%) Legal
8 1 (1.75%) French Language
8 1 (1.75%) Local Government
8 1 (1.75%) Military
8 1 (1.75%) Organisational Skills
8 1 (1.75%) Publishing
Job Titles
1 17 (29.82%) Architect
2 9 (15.79%) Data Architect
3 7 (12.28%) Senior
3 7 (12.28%) Solutions Architect
4 6 (10.53%) Analyst
5 5 (8.77%) AWS Architect
5 5 (8.77%) Lead
5 5 (8.77%) Snowflake Architect
6 4 (7.02%) Database Engineer
6 4 (7.02%) Platform Engineer
7 3 (5.26%) AWS Engineer
7 3 (5.26%) AWS Solution Architect
7 3 (5.26%) Business Analyst
7 3 (5.26%) Data Engineer
7 3 (5.26%) Developer
7 3 (5.26%) Project Manager
7 3 (5.26%) Scrum Master
7 3 (5.26%) Snowflake Engineer
7 3 (5.26%) Technical Leader
8 2 (3.51%) Systems Analyst
Libraries, Frameworks & Software Standards
1 9 (15.79%) Node.js
2 6 (10.53%) PySpark
3 3 (5.26%) REST
3 3 (5.26%) SOAP
4 2 (3.51%) React
5 1 (1.75%) AngularJS
5 1 (1.75%) Elastic Stack
5 1 (1.75%) Spring
5 1 (1.75%) Spring Boot
Miscellaneous
1 13 (22.81%) Cloud Native
2 9 (15.79%) Distributed Systems
3 7 (12.28%) Hybrid Cloud
4 6 (10.53%) IVR
4 6 (10.53%) NHS
5 5 (8.77%) Data Protection Act
6 3 (5.26%) Legacy Systems
6 3 (5.26%) Onboarding
6 3 (5.26%) Product Ownership
6 3 (5.26%) Reference Data
6 3 (5.26%) Virtual Team
7 2 (3.51%) Algorithms
7 2 (3.51%) Analytical Mindset
7 2 (3.51%) CMDB
7 2 (3.51%) Management Information System
7 2 (3.51%) PMI
8 1 (1.75%) CCTV
8 1 (1.75%) Data Structures
8 1 (1.75%) Enterprise Software
8 1 (1.75%) LIMS
Operating Systems
1 2 (3.51%) Linux
1 2 (3.51%) Windows
2 1 (1.75%) Red Hat Enterprise Linux
2 1 (1.75%) Windows Server
2 1 (1.75%) Windows Server 2016
Processes & Methodologies
1 24 (42.11%) CI/CD
2 19 (33.33%) DevOps
2 19 (33.33%) Infrastructure as Code
2 19 (33.33%) Problem-Solving
3 18 (31.58%) Data Migration
4 15 (26.32%) Data Governance
5 14 (24.56%) Disaster Recovery
6 13 (22.81%) Agile
6 13 (22.81%) Analytics
7 12 (21.05%) Data Engineering
7 12 (21.05%) High Availability
8 11 (19.30%) AI
8 11 (19.30%) Data Protection
8 11 (19.30%) Machine Learning
9 10 (17.54%) Continuous Improvement
9 10 (17.54%) Data Security
9 10 (17.54%) Stakeholder Engagement
10 9 (15.79%) Decision-Making
10 9 (15.79%) Design Patterns
10 9 (15.79%) Validation
Programming Languages
1 26 (45.61%) Python
2 8 (14.04%) SQL
3 3 (5.26%) Java
4 2 (3.51%) Perl
4 2 (3.51%) PowerShell
5 1 (1.75%) Bash
5 1 (1.75%) Data Analysis Expressions
5 1 (1.75%) Ruby
5 1 (1.75%) Shell Script
Qualifications
1 6 (10.53%) AWS Certification
1 6 (10.53%) Degree
2 4 (7.02%) PMI Certification
2 4 (7.02%) Security Cleared
3 3 (5.26%) Computer Science Degree
4 2 (3.51%) AWS Certified Solutions Architect
4 2 (3.51%) PMP
4 2 (3.51%) PRINCE2 Certification
5 1 (1.75%) CCDP
5 1 (1.75%) CCIE
5 1 (1.75%) CCNP
5 1 (1.75%) Cisco Certification
5 1 (1.75%) NCDA
5 1 (1.75%) VCAP
5 1 (1.75%) VCP6
5 1 (1.75%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 14 (24.56%) GDPR
2 11 (19.30%) Data Quality
3 6 (10.53%) PCI DSS
4 5 (8.77%) ISO/IEC 27001
5 3 (5.26%) HIPAA
5 3 (5.26%) PMO
5 3 (5.26%) QA
6 2 (3.51%) Accessibility
6 2 (3.51%) Disclosure Scotland
System Software
1 3 (5.26%) Docker
2 1 (1.75%) Virtual Servers
2 1 (1.75%) VMware Infrastructure
2 1 (1.75%) VMware NSX
Systems Management
1 18 (31.58%) Terraform
2 11 (19.30%) Ansible
3 3 (5.26%) Kubernetes
4 2 (3.51%) Grafana
4 2 (3.51%) Single Sign-On
5 1 (1.75%) PowerCLI
5 1 (1.75%) Prometheus
5 1 (1.75%) vMotion
5 1 (1.75%) vRealize
Vendors
1 10 (17.54%) Greenplum
2 9 (15.79%) ServiceNow
3 8 (14.04%) Cisco
4 7 (12.28%) Microsoft
5 6 (10.53%) Databricks
6 5 (8.77%) Avaya
6 5 (8.77%) Genesys
6 5 (8.77%) Salesforce
7 3 (5.26%) Pega
8 2 (3.51%) ForgeRock
8 2 (3.51%) IBM
8 2 (3.51%) Meraki
8 2 (3.51%) MobileIron
8 2 (3.51%) Okta
8 2 (3.51%) Ping Identity
9 1 (1.75%) Brocade
9 1 (1.75%) Commvault
9 1 (1.75%) NetApp
9 1 (1.75%) Veracode
9 1 (1.75%) VMware