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

6 months to
11 Feb 2026
Same period 2025 Same period 2024
Rank 20 56 51
Rank change year-on-year +36 -5 -23
Contract jobs citing Migration 63 25 29
As % of all contract jobs in Glasgow 8.96% 3.22% 3.16%
As % of the Processes & Methodologies category 10.57% 3.51% 3.43%
Number of daily rates quoted 37 23 18
10th Percentile £358 £348 £446
25th Percentile £402 £367 £487
Median daily rate (50th Percentile) £450 £500 £550
Median % change year-on-year -10.00% -9.09% +23.60%
75th Percentile £540 £564 £674
90th Percentile £584 £596 £700
Scotland median daily rate £450 £475 £500
% change year-on-year -5.26% -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 £20.00 £16.19 -
% change year-on-year +23.53% - -

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 596 713 845
As % of all contract IT jobs advertised in Glasgow 84.78% 91.88% 92.05%
Number of daily rates quoted 378 427 555
10th Percentile £304 £312 £350
25th Percentile £381 £363 £409
Median daily rate (50th Percentile) £450 £450 £500
Median % change year-on-year - -10.00% +5.26%
75th Percentile £560 £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 16 10 26
10th Percentile £14.13 £16.60 £11.50
25th Percentile £16.17 £17.46 £15.42
Median hourly rate £25.92 £24.17 £16.35
Median % change year-on-year +7.26% +47.80% +53.81%
75th Percentile £51.25 £38.81 £30.19
90th Percentile £61.54 £66.82 £75.00
Scotland median hourly rate £20.00 £23.59 £19.50
% change year-on-year -15.22% +20.97% +15.15%

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 11 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 11 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 (15.87%) Apache Spark
2 6 (9.52%) Apache
3 4 (6.35%) Confluence
4 2 (3.17%) Apache Airflow
5 1 (1.59%) SharePoint
Applications
1 4 (6.35%) Microsoft Project
2 2 (3.17%) Microsoft PowerPoint
3 1 (1.59%) Microsoft Excel
Business Applications
1 4 (6.35%) Dynamics CRM
Cloud Services
1 32 (50.79%) AWS
2 24 (38.10%) Azure
2 24 (38.10%) Serverless
3 16 (25.40%) AWS CloudFormation
4 15 (23.81%) AWS Lambda
5 12 (19.05%) Virtual Private Cloud
6 10 (15.87%) Snowflake
7 7 (11.11%) Amazon CloudWatch
7 7 (11.11%) Amazon S3
8 6 (9.52%) Amazon EventBridge
8 6 (9.52%) Amazon Kinesis
8 6 (9.52%) AWS Step Functions
8 6 (9.52%) Power Platform
9 4 (6.35%) Amazon ECS
9 4 (6.35%) Azure DevOps
9 4 (6.35%) Collibra
9 4 (6.35%) SaaS
10 2 (3.17%) Amazon SQS
10 2 (3.17%) Dynamics 365
10 2 (3.17%) Microsoft 365
Communications & Networking
1 2 (3.17%) LAN
1 2 (3.17%) Wi-Fi
2 1 (1.59%) Fibre Channel
2 1 (1.59%) Firewall
2 1 (1.59%) Internet
2 1 (1.59%) Network Security
2 1 (1.59%) SAN
2 1 (1.59%) WAN
Database & Business Intelligence
1 15 (23.81%) Data Warehouse
2 14 (22.22%) PostgreSQL
3 11 (17.46%) Amazon Athena
4 7 (11.11%) DynamoDB
4 7 (11.11%) Metadata
5 6 (9.52%) Delta Lake
5 6 (9.52%) Power BI
6 4 (6.35%) Big Data
6 4 (6.35%) Data Lake
6 4 (6.35%) Hadoop
7 3 (4.76%) SQL Server
7 3 (4.76%) Tableau
8 2 (3.17%) Amazon Aurora
8 2 (3.17%) Amazon Redshift
8 2 (3.17%) Azure SQL Database
8 2 (3.17%) SQL Server Reporting Services
9 1 (1.59%) Amazon RDS
9 1 (1.59%) Power Query
9 1 (1.59%) QlikView
Development Applications
1 7 (11.11%) Git
1 7 (11.11%) JIRA
2 6 (9.52%) GitLab
2 6 (9.52%) MLflow
3 4 (6.35%) Jenkins
4 2 (3.17%) Bitbucket
5 1 (1.59%) Snyk
5 1 (1.59%) SonarQube
5 1 (1.59%) Sonatype Nexus
5 1 (1.59%) Team Foundation Server
General
1 19 (30.16%) Social Skills
2 18 (28.57%) Finance
3 16 (25.40%) Public Sector
4 8 (12.70%) Banking
5 6 (9.52%) Analytical Skills
6 3 (4.76%) Documentation Skills
7 2 (3.17%) Investment Banking
7 2 (3.17%) Legal
8 1 (1.59%) French Language
8 1 (1.59%) Local Government
8 1 (1.59%) Military
8 1 (1.59%) Organisational Skills
8 1 (1.59%) Publishing
Job Titles
1 18 (28.57%) Architect
2 9 (14.29%) Data Architect
3 8 (12.70%) Analyst
4 7 (11.11%) Senior
4 7 (11.11%) Solutions Architect
5 5 (7.94%) AWS Architect
5 5 (7.94%) Lead
5 5 (7.94%) Snowflake Architect
6 4 (6.35%) AWS Engineer
6 4 (6.35%) Business Analyst
6 4 (6.35%) Database Engineer
6 4 (6.35%) Developer
6 4 (6.35%) Platform Engineer
6 4 (6.35%) Scrum Master
7 3 (4.76%) AWS Solution Architect
7 3 (4.76%) Data Engineer
7 3 (4.76%) Project Manager
7 3 (4.76%) Snowflake Engineer
7 3 (4.76%) Systems Analyst
7 3 (4.76%) Technical Leader
Libraries, Frameworks & Software Standards
1 9 (14.29%) Node.js
2 6 (9.52%) PySpark
3 3 (4.76%) React
3 3 (4.76%) REST
3 3 (4.76%) SOAP
4 2 (3.17%) AngularJS
4 2 (3.17%) Elastic Stack
4 2 (3.17%) Spring
4 2 (3.17%) Spring Boot
5 1 (1.59%) ARM Templates
5 1 (1.59%) JWT
5 1 (1.59%) OAuth
5 1 (1.59%) OAuth2
Miscellaneous
1 16 (25.40%) Cloud Native
2 9 (14.29%) Distributed Systems
3 7 (11.11%) Hybrid Cloud
4 6 (9.52%) IVR
4 6 (9.52%) NHS
5 5 (7.94%) Data Protection Act
5 5 (7.94%) Legacy Systems
6 4 (6.35%) Onboarding
6 4 (6.35%) Product Ownership
6 4 (6.35%) Reference Data
6 4 (6.35%) Virtual Team
7 3 (4.76%) Algorithms
7 3 (4.76%) CMDB
8 2 (3.17%) Management Information System
8 2 (3.17%) PMI
9 1 (1.59%) CCTV
9 1 (1.59%) Data Structures
9 1 (1.59%) Enterprise Cloud
9 1 (1.59%) Enterprise Software
9 1 (1.59%) LIMS
Operating Systems
1 2 (3.17%) Linux
1 2 (3.17%) Windows
2 1 (1.59%) Red Hat Enterprise Linux
2 1 (1.59%) VMS
2 1 (1.59%) Windows Server
2 1 (1.59%) Windows Server 2016
Processes & Methodologies
1 27 (42.86%) CI/CD
2 22 (34.92%) DevOps
3 21 (33.33%) Problem-Solving
4 20 (31.75%) Infrastructure as Code
5 19 (30.16%) Data Migration
6 15 (23.81%) Agile
6 15 (23.81%) Data Governance
7 14 (22.22%) Disaster Recovery
8 13 (20.63%) Analytics
8 13 (20.63%) Data Engineering
8 13 (20.63%) High Availability
9 12 (19.05%) Continuous Improvement
10 11 (17.46%) AI
10 11 (17.46%) Data Protection
10 11 (17.46%) Machine Learning
11 10 (15.87%) Data Security
11 10 (15.87%) Stakeholder Management
11 10 (15.87%) Validation
12 9 (14.29%) Data Modelling
12 9 (14.29%) Stakeholder Engagement
Programming Languages
1 28 (44.44%) Python
2 7 (11.11%) SQL
3 4 (6.35%) Java
4 2 (3.17%) Perl
4 2 (3.17%) PowerShell
5 1 (1.59%) Bash
5 1 (1.59%) Bicep
5 1 (1.59%) Data Analysis Expressions
5 1 (1.59%) Ruby
5 1 (1.59%) Shell Script
Qualifications
1 8 (12.70%) Degree
2 6 (9.52%) AWS Certification
3 5 (7.94%) Security Cleared
4 4 (6.35%) Computer Science Degree
4 4 (6.35%) PMI Certification
5 2 (3.17%) AWS Certified Solutions Architect
5 2 (3.17%) PMP
5 2 (3.17%) PRINCE2 Certification
6 1 (1.59%) CCDP
6 1 (1.59%) CCIE
6 1 (1.59%) CCNP
6 1 (1.59%) Cisco Certification
6 1 (1.59%) NCDA
6 1 (1.59%) SC Cleared
6 1 (1.59%) VCAP
6 1 (1.59%) VCP6
6 1 (1.59%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 14 (22.22%) GDPR
2 12 (19.05%) Data Quality
3 6 (9.52%) PCI DSS
4 5 (7.94%) ISO/IEC 27001
5 3 (4.76%) HIPAA
5 3 (4.76%) PMO
6 2 (3.17%) Accessibility
6 2 (3.17%) Disclosure Scotland
6 2 (3.17%) QA
System Software
1 4 (6.35%) Docker
2 1 (1.59%) Virtual Servers
2 1 (1.59%) VMware Infrastructure
2 1 (1.59%) VMware NSX
Systems Management
1 19 (30.16%) Terraform
2 11 (17.46%) Ansible
3 4 (6.35%) Grafana
3 4 (6.35%) Kubernetes
4 3 (4.76%) Prometheus
5 2 (3.17%) Single Sign-On
6 1 (1.59%) PowerCLI
6 1 (1.59%) vMotion
6 1 (1.59%) vRealize
Vendors
1 10 (15.87%) Greenplum
1 10 (15.87%) ServiceNow
2 8 (12.70%) Cisco
3 7 (11.11%) Microsoft
4 6 (9.52%) Databricks
5 5 (7.94%) Avaya
5 5 (7.94%) Genesys
5 5 (7.94%) Salesforce
6 3 (4.76%) Pega
7 2 (3.17%) ForgeRock
7 2 (3.17%) IBM
7 2 (3.17%) Meraki
7 2 (3.17%) MobileIron
7 2 (3.17%) Okta
7 2 (3.17%) Oracle
7 2 (3.17%) Ping Identity
8 1 (1.59%) Commvault
8 1 (1.59%) NetApp
8 1 (1.59%) Veracode
8 1 (1.59%) VMware