MLOps Job Trends in Leeds

MLOps
West Yorkshire > Leeds

The table below provides summary statistics and salary benchmarking for jobs advertised in Leeds requiring MLOps skills. It covers permanent job vacancies from the 6 months leading up to 3 October 2025, with comparisons to the same periods in the previous two years.

6 months to
3 Oct 2025
Same period 2024 Same period 2023
Rank 81 106 114
Rank change year-on-year +25 +8 -
Permanent jobs citing MLOps 2 1 2
As % of all permanent jobs in Leeds 0.21% 0.062% 0.12%
As % of the Processes & Methodologies category 0.24% 0.079% 0.13%
Number of salaries quoted 1 1 2
10th Percentile - - £96,500
25th Percentile £68,000 £37,500 £100,625
Median annual salary (50th Percentile) £71,000 £40,000 £112,500
Median % change year-on-year +77.50% -64.44% -
75th Percentile £74,000 £42,500 £120,625
90th Percentile - - £122,500
West Yorkshire median annual salary £71,000 £40,000 £112,500
% change year-on-year +77.50% -64.44% -

All Process and Methodology Skills
Leeds

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 Leeds.

Permanent vacancies with a requirement for process or methodology skills 827 1,263 1,536
As % of all permanent jobs advertised in Leeds 87.14% 78.35% 95.94%
Number of salaries quoted 533 770 1,139
10th Percentile £31,250 £32,500 £31,250
25th Percentile £45,000 £44,162 £42,500
Median annual salary (50th Percentile) £60,000 £57,311 £56,500
Median % change year-on-year +4.69% +1.44% +2.73%
75th Percentile £72,750 £71,250 £73,750
90th Percentile £86,050 £85,000 £88,750
West Yorkshire median annual salary £55,000 £55,000 £55,000

MLOps
Job Vacancy Trend in Leeds

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

MLOps job vacancy trend in Leeds

MLOps
Salary Trend in Leeds

Salary distribution trend for jobs in Leeds citing MLOps.

Salary distribution trend for jobs in Leeds citing MLOps

MLOps
Co-Occurring Skills & Capabilities in Leeds 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 1 (50.00%) Apache Spark
Cloud Services
1 2 (100.00%) Amazon S3
1 2 (100.00%) AWS
2 1 (50.00%) Amazon EC2
2 1 (50.00%) Amazon EKS
2 1 (50.00%) Amazon ELB
2 1 (50.00%) Amazon SageMaker
2 1 (50.00%) AWS CloudFormation
2 1 (50.00%) AWS Lambda
2 1 (50.00%) GCP
2 1 (50.00%) Serverless
Database & Business Intelligence
1 2 (100.00%) DynamoDB
2 1 (50.00%) Big Data
2 1 (50.00%) Delta Lake
2 1 (50.00%) Metadata
2 1 (50.00%) Spark SQL
Development Applications
1 1 (50.00%) MLflow
General
1 1 (50.00%) Social Skills
Job Titles
1 2 (100.00%) Machine Learning Engineer
2 1 (50.00%) Operations Engineer
Libraries, Frameworks & Software Standards
1 2 (100.00%) NumPy
1 2 (100.00%) Pandas
1 2 (100.00%) PyTorch
1 2 (100.00%) TensorFlow
2 1 (50.00%) Dask
2 1 (50.00%) Kafka
2 1 (50.00%) Keras
2 1 (50.00%) Lambda Expressions
2 1 (50.00%) Metaflow
2 1 (50.00%) PySpark
2 1 (50.00%) scikit-learn
2 1 (50.00%) SciPy
2 1 (50.00%) YAML
Miscellaneous
1 1 (50.00%) Linux Command Line
Operating Systems
1 2 (100.00%) Unix
Processes & Methodologies
1 2 (100.00%) CI/CD
1 2 (100.00%) Machine Learning
2 1 (50.00%) Artificial Intelligence
2 1 (50.00%) Bayesian Methods
2 1 (50.00%) Cloud Security
2 1 (50.00%) Containerisation
2 1 (50.00%) Data Engineering
2 1 (50.00%) Data Science
2 1 (50.00%) Deployment Automation
2 1 (50.00%) DevOps
2 1 (50.00%) Information Security
2 1 (50.00%) Metadata Management
2 1 (50.00%) OO
2 1 (50.00%) OOP
2 1 (50.00%) OWASP
2 1 (50.00%) Reinforcement Learning
2 1 (50.00%) Software Engineering
2 1 (50.00%) Time Management
2 1 (50.00%) Unit Testing
2 1 (50.00%) Visualisation
Programming Languages
1 2 (100.00%) Python
2 1 (50.00%) Bash
2 1 (50.00%) SQL
Qualifications
1 1 (50.00%) AWS Certification
System Software
1 2 (100.00%) Docker
Systems Management
1 1 (50.00%) Kubeflow
1 1 (50.00%) Kubernetes
1 1 (50.00%) Terraform
Vendors
1 1 (50.00%) Databricks
1 1 (50.00%) Google