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

6 months to
4 Feb 2026
Same period 2025 Same period 2024
Rank 20 57 49
Rank change year-on-year +37 -8 -18
Contract jobs citing Migration 58 23 30
As % of all contract jobs in Glasgow 8.39% 3.03% 3.27%
As % of the Processes & Methodologies category 9.88% 3.30% 3.55%
Number of daily rates quoted 34 21 19
10th Percentile £362 £348 £405
25th Percentile £406 £378 £473
Median daily rate (50th Percentile) £450 £500 £550
Median % change year-on-year -10.00% -9.09% +23.60%
75th Percentile £548 £563 £661
90th Percentile £586 £600 £700
Scotland median daily rate £450 £475 £525
% change year-on-year -5.26% -9.52% +6.06%
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 587 696 845
As % of all contract IT jobs advertised in Glasgow 84.95% 91.70% 92.15%
Number of daily rates quoted 363 423 553
10th Percentile £301 £313 £345
25th Percentile £400 £363 £410
Median daily rate (50th Percentile) £450 £450 £500
Median % change year-on-year - -10.00% +3.52%
75th Percentile £568 £538 £606
90th Percentile £639 £625 £700
Scotland median daily rate £454 £450 £488
% change year-on-year +0.89% -7.69% +2.63%
Number of hourly rates quoted 15 12 24
10th Percentile £14.09 £16.75 £11.50
25th Percentile £16.17 £18.88 £14.57
Median hourly rate £23.75 £24.17 £16.00
Median % change year-on-year -1.72% +51.03% +50.52%
75th Percentile £52.50 £36.50 £19.50
90th Percentile £61.74 £62.75 £75.00
Scotland median hourly rate £20.00 £23.59 £19.50
% change year-on-year -15.22% +20.97% +12.54%

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 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 4 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 9 (15.52%) Apache Spark
2 6 (10.34%) Apache
3 3 (5.17%) Confluence
4 2 (3.45%) Apache Airflow
5 1 (1.72%) SharePoint
Applications
1 3 (5.17%) Microsoft Project
2 2 (3.45%) Microsoft PowerPoint
3 1 (1.72%) Microsoft Excel
Business Applications
1 4 (6.90%) Dynamics CRM
Cloud Services
1 31 (53.45%) AWS
2 23 (39.66%) Azure
2 23 (39.66%) Serverless
3 15 (25.86%) AWS CloudFormation
4 14 (24.14%) AWS Lambda
5 12 (20.69%) Virtual Private Cloud
6 10 (17.24%) Snowflake
7 7 (12.07%) Amazon S3
8 6 (10.34%) Amazon CloudWatch
8 6 (10.34%) Amazon EventBridge
8 6 (10.34%) Amazon Kinesis
8 6 (10.34%) Power Platform
9 5 (8.62%) AWS Step Functions
10 4 (6.90%) SaaS
11 3 (5.17%) Amazon ECS
11 3 (5.17%) Azure DevOps
11 3 (5.17%) Collibra
12 2 (3.45%) Amazon SageMaker
12 2 (3.45%) Azure Synapse Analytics
12 2 (3.45%) Microsoft Purview
Communications & Networking
1 2 (3.45%) LAN
1 2 (3.45%) Wi-Fi
2 1 (1.72%) Fibre Channel
2 1 (1.72%) Firewall
2 1 (1.72%) Internet
2 1 (1.72%) Network Security
2 1 (1.72%) SAN
2 1 (1.72%) WAN
Database & Business Intelligence
1 15 (25.86%) Data Warehouse
2 14 (24.14%) PostgreSQL
3 10 (17.24%) Amazon Athena
4 6 (10.34%) Delta Lake
4 6 (10.34%) DynamoDB
4 6 (10.34%) Metadata
4 6 (10.34%) Power BI
5 4 (6.90%) Data Lake
6 3 (5.17%) Big Data
6 3 (5.17%) Hadoop
6 3 (5.17%) SQL Server
6 3 (5.17%) Tableau
7 2 (3.45%) Amazon Aurora
7 2 (3.45%) Amazon Redshift
7 2 (3.45%) Azure SQL Database
7 2 (3.45%) SQL Server Reporting Services
8 1 (1.72%) Amazon RDS
8 1 (1.72%) Power Query
8 1 (1.72%) QlikView
Development Applications
1 6 (10.34%) Git
1 6 (10.34%) GitLab
1 6 (10.34%) JIRA
1 6 (10.34%) MLflow
2 4 (6.90%) Jenkins
3 2 (3.45%) Bitbucket
4 1 (1.72%) Snyk
4 1 (1.72%) SonarQube
4 1 (1.72%) Sonatype Nexus
4 1 (1.72%) Team Foundation Server
General
1 19 (32.76%) Social Skills
2 18 (31.03%) Finance
3 15 (25.86%) Public Sector
4 7 (12.07%) Banking
5 5 (8.62%) Analytical Skills
6 3 (5.17%) Documentation Skills
7 2 (3.45%) Investment Banking
7 2 (3.45%) Legal
8 1 (1.72%) French Language
8 1 (1.72%) Local Government
8 1 (1.72%) Military
8 1 (1.72%) Organisational Skills
8 1 (1.72%) Publishing
Job Titles
1 18 (31.03%) Architect
2 9 (15.52%) Data Architect
3 7 (12.07%) Senior
3 7 (12.07%) Solutions Architect
4 6 (10.34%) Analyst
5 5 (8.62%) AWS Architect
5 5 (8.62%) Lead
5 5 (8.62%) Snowflake Architect
6 4 (6.90%) Database Engineer
6 4 (6.90%) Developer
6 4 (6.90%) Platform Engineer
7 3 (5.17%) AWS Engineer
7 3 (5.17%) AWS Solution Architect
7 3 (5.17%) Business Analyst
7 3 (5.17%) Data Engineer
7 3 (5.17%) Project Manager
7 3 (5.17%) Scrum Master
7 3 (5.17%) Snowflake Engineer
7 3 (5.17%) Technical Leader
8 2 (3.45%) Snowflake Data Engineer
Libraries, Frameworks & Software Standards
1 9 (15.52%) Node.js
2 6 (10.34%) PySpark
3 3 (5.17%) React
3 3 (5.17%) REST
3 3 (5.17%) SOAP
4 2 (3.45%) AngularJS
4 2 (3.45%) Elastic Stack
4 2 (3.45%) Spring
4 2 (3.45%) Spring Boot
5 1 (1.72%) ARM Templates
Miscellaneous
1 14 (24.14%) Cloud Native
2 9 (15.52%) Distributed Systems
3 7 (12.07%) Hybrid Cloud
4 6 (10.34%) IVR
4 6 (10.34%) NHS
5 5 (8.62%) Data Protection Act
6 3 (5.17%) Legacy Systems
6 3 (5.17%) Onboarding
6 3 (5.17%) Product Ownership
6 3 (5.17%) Reference Data
6 3 (5.17%) Virtual Team
7 2 (3.45%) Algorithms
7 2 (3.45%) CMDB
7 2 (3.45%) Management Information System
7 2 (3.45%) PMI
8 1 (1.72%) CCTV
8 1 (1.72%) Data Centre
8 1 (1.72%) Data Structures
8 1 (1.72%) Enterprise Software
8 1 (1.72%) LIMS
Operating Systems
1 2 (3.45%) Linux
1 2 (3.45%) Windows
2 1 (1.72%) Red Hat Enterprise Linux
2 1 (1.72%) Windows Server
2 1 (1.72%) Windows Server 2016
Processes & Methodologies
1 25 (43.10%) CI/CD
2 20 (34.48%) DevOps
2 20 (34.48%) Infrastructure as Code
2 20 (34.48%) Problem-Solving
3 19 (32.76%) Data Migration
4 14 (24.14%) Agile
4 14 (24.14%) Data Governance
4 14 (24.14%) Disaster Recovery
5 13 (22.41%) High Availability
6 12 (20.69%) Analytics
6 12 (20.69%) Data Engineering
7 11 (18.97%) AI
7 11 (18.97%) Continuous Improvement
7 11 (18.97%) Data Protection
7 11 (18.97%) Machine Learning
8 10 (17.24%) Data Security
9 9 (15.52%) Design Patterns
9 9 (15.52%) Stakeholder Engagement
9 9 (15.52%) Validation
10 8 (13.79%) Decision-Making
Programming Languages
1 26 (44.83%) Python
2 7 (12.07%) SQL
3 4 (6.90%) Java
4 2 (3.45%) Perl
4 2 (3.45%) PowerShell
5 1 (1.72%) Bash
5 1 (1.72%) Bicep
5 1 (1.72%) Data Analysis Expressions
5 1 (1.72%) Ruby
5 1 (1.72%) Shell Script
Qualifications
1 7 (12.07%) Degree
2 6 (10.34%) AWS Certification
3 5 (8.62%) Security Cleared
4 4 (6.90%) Computer Science Degree
4 4 (6.90%) PMI Certification
5 2 (3.45%) AWS Certified Solutions Architect
5 2 (3.45%) PMP
5 2 (3.45%) PRINCE2 Certification
6 1 (1.72%) CCDP
6 1 (1.72%) CCIE
6 1 (1.72%) CCNP
6 1 (1.72%) Cisco Certification
6 1 (1.72%) NCDA
6 1 (1.72%) SC Cleared
6 1 (1.72%) VCAP
6 1 (1.72%) VCP6
6 1 (1.72%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 13 (22.41%) GDPR
2 10 (17.24%) Data Quality
3 6 (10.34%) PCI DSS
4 5 (8.62%) ISO/IEC 27001
5 3 (5.17%) HIPAA
5 3 (5.17%) PMO
6 2 (3.45%) Accessibility
6 2 (3.45%) Disclosure Scotland
6 2 (3.45%) QA
System Software
1 4 (6.90%) Docker
2 1 (1.72%) Virtual Servers
2 1 (1.72%) VMware Infrastructure
2 1 (1.72%) VMware NSX
Systems Management
1 19 (32.76%) Terraform
2 11 (18.97%) Ansible
3 4 (6.90%) Kubernetes
4 3 (5.17%) Grafana
5 2 (3.45%) Prometheus
5 2 (3.45%) Single Sign-On
6 1 (1.72%) PowerCLI
6 1 (1.72%) vMotion
6 1 (1.72%) vRealize
Vendors
1 10 (17.24%) Greenplum
2 9 (15.52%) ServiceNow
3 8 (13.79%) Cisco
4 7 (12.07%) Microsoft
5 6 (10.34%) Databricks
6 5 (8.62%) Avaya
6 5 (8.62%) Genesys
6 5 (8.62%) Salesforce
7 3 (5.17%) Pega
8 2 (3.45%) ForgeRock
8 2 (3.45%) IBM
8 2 (3.45%) Meraki
8 2 (3.45%) MobileIron
8 2 (3.45%) Okta
8 2 (3.45%) Oracle
8 2 (3.45%) Ping Identity
9 1 (1.72%) Brocade
9 1 (1.72%) Checkmarx
9 1 (1.72%) Commvault
9 1 (1.72%) NetApp