MLOps Job Trends in West Yorkshire

MLOps
Yorkshire > West Yorkshire

The table below provides summary statistics and salary benchmarking for jobs advertised in West Yorkshire 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 107 121 154
Rank change year-on-year +14 +33 -
Permanent jobs citing MLOps 2 1 2
As % of all permanent jobs in West Yorkshire 0.13% 0.047% 0.087%
As % of the Processes & Methodologies category 0.14% 0.061% 0.091%
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
Yorkshire median annual salary £63,000 £40,000 £112,500
% change year-on-year +57.50% -64.44% -

All Process and Methodology Skills
West Yorkshire

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 West Yorkshire.

Permanent vacancies with a requirement for process or methodology skills 1,443 1,646 2,198
As % of all permanent jobs advertised in West Yorkshire 91.04% 77.46% 96.07%
Number of salaries quoted 740 935 1,620
10th Percentile £30,000 £31,250 £31,250
25th Percentile £40,000 £41,250 £42,485
Median annual salary (50th Percentile) £55,000 £55,000 £55,000
75th Percentile £71,250 £70,000 £72,433
90th Percentile £83,750 £85,000 £87,500
Yorkshire median annual salary £47,500 £52,500 £52,500
% change year-on-year -9.52% - -

MLOps
Job Vacancy Trend in West Yorkshire

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

MLOps job vacancy trend in West Yorkshire

MLOps
Salary Trend in West Yorkshire

Salary distribution trend for jobs in West Yorkshire citing MLOps.

Salary distribution trend for jobs in West Yorkshire citing MLOps

MLOps
Job Locations in West Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing MLOps within the West Yorkshire region over the 6 months to 3 October 2025. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Jobs
Leeds +25 2 £71,000 +77.50% 2
MLOps
Yorkshire

MLOps
Co-Occurring Skills & Capabilities in West Yorkshire 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