ModelOps Contracts in Edinburgh

ModelOps (Model Operations)
Scotland > Edinburgh

The table below provides summary statistics for contract job vacancies advertised in Edinburgh requiring ModelOps skills. It includes a benchmarking guide to the contractor rates offered in vacancies that cited ModelOps over the 6 months leading up to 21 July 2025, comparing them to the same period in the previous two years.

6 months to
21 Jul 2025
Same period 2024 Same period 2023
Rank 66 - -
Rank change year-on-year - - -
Contract jobs citing ModelOps 1 0 0
As % of all contract jobs advertised in Edinburgh 0.16% - -
As % of the Processes & Methodologies category 0.16% - -
Number of daily rates quoted 1 0 0
Median daily rate (50th Percentile) £545 - -
Scotland median daily rate £505 - -

All Process and Methodology Skills
Edinburgh

ModelOps 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 Edinburgh.

Contract vacancies with a requirement for process or methodology skills 607 736 1,091
As % of all contract IT jobs advertised in Edinburgh 95.14% 85.38% 92.69%
Number of daily rates quoted 315 410 749
10th Percentile £225 £213 £213
25th Percentile £400 £363 £386
Median daily rate (50th Percentile) £463 £450 £474
Median % change year-on-year +2.78% -4.96% -1.56%
75th Percentile £531 £550 £538
90th Percentile £600 £650 £600
Scotland median daily rate £463 £450 £475
% change year-on-year +2.78% -5.26% -
Number of hourly rates quoted 16 28 6
10th Percentile £16.93 £13.24 £17.21
25th Percentile £17.30 £15.96 £21.36
Median hourly rate £17.59 £18.77 £32.09
Median % change year-on-year -6.33% -41.49% +42.92%
75th Percentile £32.73 £38.00 £51.25
90th Percentile £62.50 £60.75 £58.13
Scotland median hourly rate £20.00 £19.59 £18.33
% change year-on-year +2.09% +6.90% -51.04%

ModelOps
Co-occurring Skills and Capabilities in Edinburgh by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Cloud Services
1 1 (100.00%) OpenShift
Database & Business Intelligence
1 1 (100.00%) Redis
Development Applications
1 1 (100.00%) Jenkins
General
1 1 (100.00%) Social Skills
Job Titles
1 1 (100.00%) Artificial Intelligence Engineer
1 1 (100.00%) Development Engineer
1 1 (100.00%) Platform Engineer
Libraries, Frameworks & Software Standards
1 1 (100.00%) FastAPI
1 1 (100.00%) Flask
1 1 (100.00%) Kafka
1 1 (100.00%) LangChain
1 1 (100.00%) LangGraph
1 1 (100.00%) OAuth
1 1 (100.00%) OAuth2
1 1 (100.00%) PyTorch
1 1 (100.00%) REST
1 1 (100.00%) RESTful
1 1 (100.00%) TensorFlow
Miscellaneous
1 1 (100.00%) AI Agents
1 1 (100.00%) Cloud Native
Processes & Methodologies
1 1 (100.00%) Agile
1 1 (100.00%) Artificial Intelligence
1 1 (100.00%) BDD
1 1 (100.00%) CI/CD
1 1 (100.00%) Data Engineering
1 1 (100.00%) Deep Learning
1 1 (100.00%) DevOps
1 1 (100.00%) GitOps
1 1 (100.00%) Machine Learning
1 1 (100.00%) Microservices
1 1 (100.00%) MLOps
1 1 (100.00%) Observability
1 1 (100.00%) Performance Testing
1 1 (100.00%) Platform Engineering
1 1 (100.00%) Scrum
1 1 (100.00%) Secure Coding
1 1 (100.00%) Site Reliability Engineering
1 1 (100.00%) Unit Testing
1 1 (100.00%) Use Case
1 1 (100.00%) Workload Management
Programming Languages
1 1 (100.00%) Python
1 1 (100.00%) SQL
Quality Assurance & Compliance
1 1 (100.00%) Disclosure Scotland
Systems Management
1 1 (100.00%) Grafana
1 1 (100.00%) Kubernetes
1 1 (100.00%) Kustomize
1 1 (100.00%) Prometheus