MLOps Contract Job Trends in Glasgow

MLOps
Scotland > Glasgow

The table below provides summary statistics and contractor rates for jobs advertised in Glasgow requiring MLOps skills. It covers contract job vacancies from the 6 months leading up to 13 December 2025, with comparisons to the same periods in the previous two years.

6 months to
13 Dec 2025
Same period 2024 Same period 2023
Rank 75 - -
Rank change year-on-year - - -
Contract jobs citing MLOps 5 0 0
As % of all contract jobs in Glasgow 0.66% - -
As % of the Processes & Methodologies category 0.76% - -
Number of daily rates quoted 1 0 0
Median daily rate (50th Percentile) £537 - -
Scotland median daily rate £533 - £525

All Process and Methodology Skills
Glasgow

MLOps 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 656 677 804
As % of all contract IT jobs advertised in Glasgow 86.89% 89.67% 90.95%
Number of daily rates quoted 420 441 538
10th Percentile £299 £306 £348
25th Percentile £381 £363 £412
Median daily rate (50th Percentile) £450 £450 £500
Median % change year-on-year - -10.00% +5.26%
75th Percentile £538 £538 £625
90th Percentile £625 £675 £700
Scotland median daily rate £464 £450 £493
% change year-on-year +3.06% -8.63% +3.68%
Number of hourly rates quoted 16 14 17
10th Percentile £15.16 £16.75 £12.08
25th Percentile £17.18 £17.32 £12.13
Median hourly rate £26.21 £19.59 £17.72
Median % change year-on-year +33.79% +10.55% -40.38%
75th Percentile £47.45 £26.86 £19.50
90th Percentile £60.00 £40.10 £36.70
Scotland median hourly rate £20.00 £22.94 £19.18
% change year-on-year -12.81% +19.59% +3.68%

MLOps
Job Vacancy Trend in Glasgow

Historical trend showing the proportion of contract IT job postings citing MLOps relative to all contract IT jobs advertised in Glasgow.

MLOps job vacancy trend in Glasgow

MLOps
Daily Rate Trend in Glasgow

Contractor daily rate distribution trend for jobs in Glasgow citing MLOps.

Contractor daily rate distribution trend for jobs in Glasgow citing MLOps

MLOps
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:

Cloud Services
1 3 (60.00%) OpenShift
2 2 (40.00%) Amazon Bedrock
2 2 (40.00%) Amazon SageMaker
2 2 (40.00%) AWS
Database & Business Intelligence
1 5 (100.00%) Redis
2 3 (60.00%) Big Data
2 3 (60.00%) NoSQL
Development Applications
1 3 (60.00%) Artifactory
1 3 (60.00%) Jenkins
2 2 (40.00%) GitLab
General
1 3 (60.00%) Social Skills
2 2 (40.00%) Finance
3 1 (20.00%) Banking
Job Titles
1 3 (60.00%) Data Engineer
1 3 (60.00%) Python Data Engineer
1 3 (60.00%) Python Engineer
2 2 (40.00%) Architect
2 2 (40.00%) Artificial Intelligence Architect
Libraries, Frameworks & Software Standards
1 5 (100.00%) LangGraph
2 3 (60.00%) FastAPI
2 3 (60.00%) Flask
2 3 (60.00%) Hugging Face
2 3 (60.00%) Kafka
2 3 (60.00%) LangChain
2 3 (60.00%) Loki
2 3 (60.00%) OAuth
2 3 (60.00%) OAuth2
2 3 (60.00%) OpenTelemetry
2 3 (60.00%) PyTorch
2 3 (60.00%) RESTful
2 3 (60.00%) TensorFlow
3 2 (40.00%) CrewAI
3 2 (40.00%) pgvector
Miscellaneous
1 5 (100.00%) AI Agents
2 3 (60.00%) Private Cloud
Processes & Methodologies
1 5 (100.00%) AI
1 5 (100.00%) CI/CD
1 5 (100.00%) Computer Science
1 5 (100.00%) Generative AI
1 5 (100.00%) Machine Learning
1 5 (100.00%) ModelOps
2 3 (60.00%) Blue-Green Deployment
2 3 (60.00%) Containerisation
2 3 (60.00%) Data Engineering
2 3 (60.00%) Data Privacy
2 3 (60.00%) Deep Learning
2 3 (60.00%) DevOps
2 3 (60.00%) Distributed Cache
2 3 (60.00%) GitOps
2 3 (60.00%) LLM
2 3 (60.00%) Microservices
2 3 (60.00%) Secure Coding
2 3 (60.00%) Site Reliability Engineering
2 3 (60.00%) Software Engineering
2 3 (60.00%) Task Automation
Programming Languages
1 5 (100.00%) Python
2 3 (60.00%) SQL
Qualifications
1 5 (100.00%) Computer Science Degree
1 5 (100.00%) Degree
1 5 (100.00%) Master's Degree
Systems Management
1 5 (100.00%) Kubernetes
2 3 (60.00%) Grafana
2 3 (60.00%) Kustomize
2 3 (60.00%) Prometheus