MLOps Jobs in Edinburgh

MLOps
Scotland > Edinburgh

The table below provides summary statistics for permanent job vacancies advertised in Edinburgh requiring MLOps skills. It includes a benchmarking guide to the annual salaries offered in vacancies that cited MLOps over the 6 months leading up to 10 June 2025, comparing them to the same period in the previous two years.

6 months to
10 Jun 2025
Same period 2024 Same period 2023
Rank 81 104 -
Rank change year-on-year +23 - -
Permanent jobs citing MLOps 6 1 0
As % of all permanent jobs advertised in Edinburgh 0.69% 0.064% -
As % of the Processes & Methodologies category 0.71% 0.073% -
Number of salaries quoted 2 1 0
10th Percentile - - -
25th Percentile £53,750 £53,750 -
Median annual salary (50th Percentile) £57,500 £57,500 -
75th Percentile £61,250 £61,250 -
90th Percentile - - -
Scotland median annual salary £57,500 £57,500 -

All Process and Methodology Skills
Edinburgh

MLOps falls under the Processes and Methodologies category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies requiring process or methodology skills in Edinburgh.

Permanent vacancies with a requirement for process or methodology skills 844 1,369 1,734
As % of all permanent jobs advertised in Edinburgh 96.90% 87.14% 95.43%
Number of salaries quoted 365 949 1,013
10th Percentile £26,250 £35,000 £35,750
25th Percentile £32,951 £46,250 £43,750
Median annual salary (50th Percentile) £55,000 £60,000 £60,000
Median % change year-on-year -8.33% - +4.35%
75th Percentile £80,000 £73,000 £77,715
90th Percentile £98,474 £96,731 £89,776
Scotland median annual salary £51,645 £52,500 £57,500
% change year-on-year -1.63% -8.70% +4.55%

MLOps
Job Vacancy Trend in Edinburgh

Job postings citing MLOps as a proportion of all IT jobs advertised in Edinburgh.

Job vacancy trend for MLOps in Edinburgh

MLOps
Salary Trend in Edinburgh

3-month moving average salary quoted in jobs citing MLOps in Edinburgh.

Salary trend for MLOps in Edinburgh

MLOps
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:

Application Platforms
1 1 (16.67%) Apache Spark
Cloud Services
1 6 (100.00%) AWS
2 5 (83.33%) Azure
3 2 (33.33%) Azure Machine Learning
3 2 (33.33%) GCP
4 1 (16.67%) Amazon EMR
4 1 (16.67%) Amazon SageMaker
4 1 (16.67%) Snowflake
Database & Business Intelligence
1 3 (50.00%) Data Warehouse
2 2 (33.33%) Big Data
2 2 (33.33%) Geospatial Data
3 1 (16.67%) Tableau
General
1 5 (83.33%) Finance
2 3 (50.00%) Banking
2 3 (50.00%) Private Banking
3 2 (33.33%) Inclusion and Diversity
4 1 (16.67%) Influencing Skills
4 1 (16.67%) Social Skills
Job Titles
1 3 (50.00%) Head of Analytics
1 3 (50.00%) Head of Data Analytics
2 2 (33.33%) Senior
2 2 (33.33%) Senior Software Engineer
2 2 (33.33%) Software Engineer
3 1 (16.67%) Architect
3 1 (16.67%) Data Science Leader
3 1 (16.67%) Enterprise Architect
3 1 (16.67%) Lead
3 1 (16.67%) Lead Architect
3 1 (16.67%) Lead Enterprise Architect
Libraries, Frameworks & Software Standards
1 1 (16.67%) Kafka
Processes & Methodologies
1 6 (100.00%) Artificial Intelligence
2 4 (66.67%) Data Architecture
3 3 (50.00%) Analytics
3 3 (50.00%) Budget Management
3 3 (50.00%) Customer-Centricity
3 3 (50.00%) Data Engineering
3 3 (50.00%) Data Management
3 3 (50.00%) Data Modelling
3 3 (50.00%) Data Strategy
3 3 (50.00%) Decision-Making
3 3 (50.00%) Machine Learning
3 3 (50.00%) Matrix Organization
3 3 (50.00%) Monetization
3 3 (50.00%) Wealth Management
3 3 (50.00%) Workflow
4 2 (33.33%) Computer Vision
4 2 (33.33%) DataOps
4 2 (33.33%) DevOps
4 2 (33.33%) Image Processing
4 2 (33.33%) Software Engineering
Programming Languages
1 3 (50.00%) Python
Quality Assurance & Compliance
1 1 (16.67%) California Consumer Privacy Act
1 1 (16.67%) GDPR
1 1 (16.67%) PCI DSS
Systems Management
1 2 (33.33%) Terraform