MLOps Jobs in England

MLOps
UK > England

The table below provides summary statistics for permanent job vacancies advertised in England 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 30 May 2025, comparing them to the same period in the previous two years.

6 months to
30 May 2025
Same period 2024 Same period 2023
Rank 510 695 743
Rank change year-on-year +185 +48 +50
Permanent jobs citing MLOps 177 148 154
As % of all permanent jobs advertised in England 0.36% 0.17% 0.18%
As % of the Processes & Methodologies category 0.38% 0.20% 0.19%
Number of salaries quoted 42 72 75
10th Percentile £61,250 £55,000 £52,500
25th Percentile £75,000 £65,000 £65,000
Median annual salary (50th Percentile) £85,000 £82,500 £77,500
Median % change year-on-year +3.03% +6.45% -3.13%
75th Percentile £111,250 £111,250 £93,750
90th Percentile £120,000 £120,000 £109,000
UK median annual salary £85,000 £85,000 £77,500
% change year-on-year - +9.68% +3.33%

All Process and Methodology Skills
England

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 England.

Permanent vacancies with a requirement for process or methodology skills 46,039 75,199 82,570
As % of all permanent jobs advertised in England 94.03% 84.05% 95.58%
Number of salaries quoted 22,875 54,702 49,146
10th Percentile £29,500 £29,000 £34,452
25th Percentile £41,250 £40,000 £46,000
Median annual salary (50th Percentile) £57,500 £55,000 £62,500
Median % change year-on-year +4.55% -12.00% +4.17%
75th Percentile £75,000 £72,500 £82,500
90th Percentile £97,528 £93,750 £102,500
UK median annual salary £57,443 £55,000 £60,899
% change year-on-year +4.44% -9.69% +1.50%

MLOps
Job Vacancy Trend in England

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

Job vacancy trend for MLOps in England

MLOps
Salary Trend in England

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

Salary trend for MLOps in England

MLOps
Salary Histogram in England

Salary distribution for jobs citing MLOps in England over the 6 months to 30 May 2025.

Salary histogram for MLOps in England

MLOps
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing MLOps within the England region over the 6 months to 30 May 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
London +89 88 £90,000 -4.00% 120
South East +134 50 £110,000 +57.14% 223
South West +122 23 £75,000 -15.49% 78
North of England +46 11 £62,500 -13.79% 147
North West +7 8 £65,126 +8.54% 76
Midlands +84 3 £53,500 -28.67% 108
West Midlands +58 3 £53,500 -28.67% 57
North East +47 2 £62,500 -16.67% 17
Yorkshire +56 1 - - 54
East of England +46 1 £64,000 +24.68% 88
MLOps
UK

MLOps
Co-occurring Skills and Capabilities in England 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 23 (12.99%) Jupyter
2 22 (12.43%) Apache Spark
3 9 (5.08%) Apache
3 9 (5.08%) Apache Airflow
Cloud Services
1 73 (41.24%) Azure
2 53 (29.94%) AWS
3 36 (20.34%) GCP
4 17 (9.60%) Azure AI
5 15 (8.47%) Azure Synapse Analytics
5 15 (8.47%) Vertex AI
6 14 (7.91%) Azure Data Factory
7 11 (6.21%) Azure Machine Learning
7 11 (6.21%) Azure Monitor
7 11 (6.21%) Microsoft Copilot
7 11 (6.21%) SaaS
8 8 (4.52%) Amazon SageMaker
9 7 (3.95%) Snowflake
10 6 (3.39%) Amazon EKS
10 6 (3.39%) Serverless
11 5 (2.82%) Amazon S3
11 5 (2.82%) AWS Lambda
12 4 (2.26%) Amazon ECS
12 4 (2.26%) Amazon EMR
12 4 (2.26%) Azure DevOps
Database & Business Intelligence
1 27 (15.25%) Big Data
2 24 (13.56%) Data Mining
3 13 (7.34%) Tableau
4 12 (6.78%) Data Warehouse
5 8 (4.52%) Hadoop
6 7 (3.95%) Data Lake
7 6 (3.39%) Amazon Redshift
8 5 (2.82%) NoSQL
8 5 (2.82%) Relational Database
9 4 (2.26%) Apache Hive
9 4 (2.26%) Data Vault
10 3 (1.69%) Pinecone
10 3 (1.69%) Power BI
10 3 (1.69%) Weaviate
11 2 (1.13%) Amazon Athena
11 2 (1.13%) Amazon Aurora
11 2 (1.13%) PostgreSQL
12 1 (0.56%) DynamoDB
12 1 (0.56%) MongoDB
12 1 (0.56%) Text Mining
Development Applications
1 14 (7.91%) Git
2 5 (2.82%) MLflow
3 3 (1.69%) Jenkins
4 2 (1.13%) Spinnaker
5 1 (0.56%) GitLab
General
1 67 (37.85%) Law
2 62 (35.03%) Finance
2 62 (35.03%) Social Skills
3 41 (23.16%) Analytical Skills
4 34 (19.21%) Retail
5 31 (17.51%) Inclusion and Diversity
6 18 (10.17%) Banking
7 12 (6.78%) Legal
8 5 (2.82%) Games
9 4 (2.26%) Financial Institution
9 4 (2.26%) Influencing Skills
9 4 (2.26%) Investment Banking
9 4 (2.26%) Private Banking
9 4 (2.26%) Retail Banking
10 2 (1.13%) Marketing
11 1 (0.56%) Public Sector
Job Titles
1 89 (50.28%) Senior
2 48 (27.12%) Data Scientist
3 45 (25.42%) Lead
4 44 (24.86%) Senior Data Scientist
5 21 (11.86%) Architect
6 15 (8.47%) Solutions Architect
7 13 (7.34%) Artificial Intelligence Architect
8 12 (6.78%) Artificial Intelligence Engineer
9 11 (6.21%) Senior Manager
10 10 (5.65%) Data Engineer
10 10 (5.65%) Software Engineer
11 9 (5.08%) Principal Data Scientist
12 8 (4.52%) Gen AI Engineer
12 8 (4.52%) Gen AI Software Engineer
13 7 (3.95%) Data Science Leader
14 5 (2.82%) Machine Learning Engineer
15 4 (2.26%) Enterprise Architect
15 4 (2.26%) Head of Analytics
15 4 (2.26%) Head of Data Analytics
15 4 (2.26%) Lead Enterprise Architect
Libraries, Frameworks & Software Standards
1 48 (27.12%) PyTorch
2 40 (22.60%) TensorFlow
3 29 (16.38%) Pandas
4 23 (12.99%) NumPy
4 23 (12.99%) scikit-learn
5 21 (11.86%) SciPy
6 18 (10.17%) OpenCV
7 12 (6.78%) Hugging Face
7 12 (6.78%) LangChain
8 11 (6.21%) PySpark
9 9 (5.08%) Kafka
10 6 (3.39%) Keras
11 4 (2.26%) AWS CDK
11 4 (2.26%) REST
11 4 (2.26%) SpaCy
12 1 (0.56%) .NET
12 1 (0.56%) AngularJS
12 1 (0.56%) Great Expectations
12 1 (0.56%) MEAN Stack
12 1 (0.56%) Node.js
Miscellaneous
1 103 (58.19%) Algorithms
2 23 (12.99%) Cyberattack
3 18 (10.17%) Virtual Team
4 17 (9.60%) Robotics
5 11 (6.21%) Enterprise Software
6 9 (5.08%) Credit Risk
7 8 (4.52%) Cloud Native
7 8 (4.52%) Distributed Systems
7 8 (4.52%) Product Ownership
8 4 (2.26%) Greenfield Project
8 4 (2.26%) Public Cloud
9 1 (0.56%) AI Agents
9 1 (0.56%) Management Information System
9 1 (0.56%) Renewable Energy
Operating Systems
1 2 (1.13%) Linux
2 1 (0.56%) Ubuntu
2 1 (0.56%) Windows
Processes & Methodologies
1 166 (93.79%) Machine Learning
2 159 (89.83%) Artificial Intelligence
3 147 (83.05%) Data Science
4 85 (48.02%) Analytics
5 83 (46.89%) LLM
6 75 (42.37%) DevOps
7 73 (41.24%) Problem-Solving
8 71 (40.11%) Generative AI
9 69 (38.98%) Visualisation
10 64 (36.16%) Agile
11 63 (35.59%) Roadmaps
12 58 (32.77%) Natural Language Processing
13 55 (31.07%) Computer Science
14 50 (28.25%) Software Engineering
15 46 (25.99%) Mentoring
16 43 (24.29%) Data Engineering
16 43 (24.29%) Strategic Thinking
17 41 (23.16%) Decision-Making
17 41 (23.16%) Use Case
18 40 (22.60%) Incident Management
Programming Languages
1 117 (66.10%) Python
2 37 (20.90%) SQL
3 30 (16.95%) Java
4 24 (13.56%) JavaScript
5 7 (3.95%) R
6 6 (3.39%) Scala
7 5 (2.82%) C++
7 5 (2.82%) Go
8 4 (2.26%) Clojure
8 4 (2.26%) Elixir
8 4 (2.26%) Rust
9 2 (1.13%) Bash
9 2 (1.13%) C#
10 1 (0.56%) Bicep
10 1 (0.56%) Data Analysis Expressions
Qualifications
1 89 (50.28%) Degree
2 52 (29.38%) Computer Science Degree
3 47 (26.55%) Master's Degree
4 27 (15.25%) PhD
5 25 (14.12%) Security Cleared
6 24 (13.56%) DV Cleared
7 12 (6.78%) Azure Certification
8 9 (5.08%) DBS Check
9 2 (1.13%) AWS Certification
Quality Assurance & Compliance
1 19 (10.73%) GDPR
2 15 (8.47%) Accessibility
2 15 (8.47%) California Consumer Privacy Act
3 5 (2.82%) Data Quality
4 4 (2.26%) PCI DSS
5 1 (0.56%) EU AI Act
5 1 (0.56%) HIPAA
5 1 (0.56%) NIST
5 1 (0.56%) QA
System Software
1 40 (22.60%) Docker
2 2 (1.13%) HDFS
Systems Management
1 49 (27.68%) Kubernetes
2 14 (7.91%) Grafana
2 14 (7.91%) Prometheus
3 8 (4.52%) Terraform
4 4 (2.26%) Ansible
5 3 (1.69%) Kubeflow
6 1 (0.56%) Bugsnag
Vendors
1 47 (26.55%) Microsoft
2 38 (21.47%) OpenAI
3 34 (19.21%) Databricks
4 30 (16.95%) Google
5 11 (6.21%) SAP
5 11 (6.21%) ServiceNow
5 11 (6.21%) Workday
6 5 (2.82%) Foundry
7 2 (1.13%) Splunk
8 1 (0.56%) Red Hat