MLflow Contract Job Trends in the UK excluding London

MLflow
UK > UK excluding London

The table below provides summary statistics and contractor rates for jobs advertised in the UK excluding London requiring MLflow skills. It covers contract job vacancies from the 6 months leading up to 20 December 2025, with comparisons to the same periods in the previous two years.

6 months to
20 Dec 2025
Same period 2024 Same period 2023
Rank 363 353 401
Rank change year-on-year -10 +48 +93
Contract jobs citing MLflow 26 1 5
As % of all contract jobs in the UK excluding London 0.14% 0.007% 0.026%
As % of the Development Applications category 0.99% 0.051% 0.20%
Number of daily rates quoted 21 1 3
10th Percentile £363 - -
25th Percentile £401 £763 -
Median daily rate (50th Percentile) £405 £775 £400
Median % change year-on-year -47.74% +93.75% -33.33%
75th Percentile £448 £788 £448
90th Percentile £550 - £476
UK median daily rate £500 £625 £508
% change year-on-year -20.00% +23.15% -23.40%

All Development Application Skills
UK excluding London

MLflow falls under the Development Applications category. For comparison with the information above, the following table provides summary statistics for all contract job vacancies requiring development application skills in the UK excluding London.

Contract vacancies with a requirement for development application skills 2,631 1,948 2,479
As % of all contract IT jobs advertised in the UK excluding London 14.47% 13.05% 12.64%
Number of daily rates quoted 1,812 1,184 1,686
10th Percentile £320 £325 £360
25th Percentile £400 £398 £425
Median daily rate (50th Percentile) £475 £485 £513
Median % change year-on-year -2.06% -5.37% -2.38%
75th Percentile £552 £575 £600
90th Percentile £643 £655 £675
UK median daily rate £500 £513 £538
% change year-on-year -2.44% -4.74% -3.93%
Number of hourly rates quoted 123 77 185
10th Percentile £39.53 £46.18 £46.18
25th Percentile £56.81 £54.36 £51.25
Median hourly rate £65.00 £62.50 £65.00
Median % change year-on-year +4.00% -3.85% -
75th Percentile £70.00 £68.75 £77.50
90th Percentile £82.80 £75.00 £90.00
UK median hourly rate £65.00 £62.50 £65.00
% change year-on-year +4.00% -3.85% +4.84%

MLflow
Job Vacancy Trend in the UK excluding London

Historical trend showing the proportion of contract IT job postings citing MLflow relative to all contract IT jobs advertised in the UK excluding London.

MLflow job vacancy trend in the UK excluding London

MLflow
Daily Rate Trend in the UK excluding London

Contractor daily rate distribution trend for jobs in the UK excluding London citing MLflow.

Contractor daily rate distribution trend for jobs in the UK excluding London citing MLflow

MLflow
Daily Rate Histogram in the UK excluding London

Daily rate distribution for jobs citing MLflow in the UK excluding London over the 6 months to 20 December 2025.

Daily rate histogram for MLflow in the UK excluding London

MLflow
Contract Job Locations in the UK excluding London

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing MLflow within the UK excluding London region over the 6 months to 20 December 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Jobs
Scotland - 11 £405 - 2
South East - 6 £488 - 11
North West - 5 £405 - 2
North of England - 5 £405 - 2
Midlands - 3 £387 - 1
West Midlands - 3 £387 - 1
East of England - 1 £475 -
MLflow
UK

MLflow
Co-Occurring Skills & Capabilities in the UK excluding London 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 12 (46.15%) Apache Airflow
1 12 (46.15%) Apache Spark
2 7 (26.92%) Apache
3 2 (7.69%) Jupyter
Cloud Services
1 18 (69.23%) AWS
2 13 (50.00%) Amazon S3
3 11 (42.31%) Amazon SageMaker
4 10 (38.46%) AWS Lambda
4 10 (38.46%) Serverless
5 9 (34.62%) Amazon ECS
5 9 (34.62%) AWS CloudFormation
6 5 (19.23%) AWS Step Functions
6 5 (19.23%) Azure
6 5 (19.23%) Virtual Private Cloud
7 4 (15.38%) GCP
8 3 (11.54%) Amazon EC2
8 3 (11.54%) Azure Key Vault
8 3 (11.54%) Azure Machine Learning
8 3 (11.54%) GitHub
9 2 (7.69%) Amazon EKS
9 2 (7.69%) Azure Cognitive Services
9 2 (7.69%) GitHub Actions
10 1 (3.85%) Azure Synapse Analytics
10 1 (3.85%) Dagster
Communications & Networking
1 3 (11.54%) SSH
1 3 (11.54%) TCP/IP
2 2 (7.69%) DNS
2 2 (7.69%) SSL
3 1 (3.85%) HTTP
Database & Business Intelligence
1 12 (46.15%) Delta Lake
2 8 (30.77%) Big Data
3 5 (19.23%) Amazon Athena
4 3 (11.54%) Data Lake
4 3 (11.54%) Hadoop
4 3 (11.54%) NoSQL
4 3 (11.54%) Parquet
4 3 (11.54%) PostgreSQL
5 2 (7.69%) Data Warehouse
6 1 (3.85%) Power BI
Development Applications
1 11 (42.31%) GitLab
2 9 (34.62%) Jenkins
3 3 (11.54%) Git
3 3 (11.54%) SonarQube
4 2 (7.69%) Poetry
4 2 (7.69%) PyCharm
4 2 (7.69%) Sonatype Nexus
4 2 (7.69%) Visual Studio Code
General
1 6 (23.08%) Finance
2 3 (11.54%) Banking
2 3 (11.54%) Public Sector
3 1 (3.85%) Analytical Skills
3 1 (3.85%) Legal
3 1 (3.85%) Social Skills
3 1 (3.85%) Telecoms
Job Titles
1 11 (42.31%) Senior
2 8 (30.77%) Data Engineer
3 7 (26.92%) AWS Engineer
4 4 (15.38%) Architect
4 4 (15.38%) Artificial Intelligence Architect
5 3 (11.54%) AWS Data Engineer
5 3 (11.54%) Cloud Engineer
5 3 (11.54%) Lead
5 3 (11.54%) Senior Architect
5 3 (11.54%) Senior Technical Architect
5 3 (11.54%) Technical Architect
5 3 (11.54%) Technical Leader
6 2 (7.69%) Data Scientist
6 2 (7.69%) Python Engineer
7 1 (3.85%) Artificial Intelligence Engineer
7 1 (3.85%) DevOps Engineer
7 1 (3.85%) Security Architect
7 1 (3.85%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 14 (53.85%) PySpark
2 9 (34.62%) PyTorch
3 8 (30.77%) Flask
3 8 (30.77%) TensorFlow
4 7 (26.92%) scikit-learn
5 6 (23.08%) NumPy
5 6 (23.08%) Pandas
6 5 (19.23%) HTML
6 5 (19.23%) RESTful
7 3 (11.54%) Apache Avro
7 3 (11.54%) Elastic Stack
7 3 (11.54%) Hugging Face
8 2 (7.69%) AWS CDK
8 2 (7.69%) FastAPI
8 2 (7.69%) OpenCV
8 2 (7.69%) SQLAlchemy
8 2 (7.69%) Streamlit
8 2 (7.69%) Torch
9 1 (3.85%) boto
9 1 (3.85%) REST
Miscellaneous
1 7 (26.92%) Algorithms
2 3 (11.54%) Distributed Computing
3 2 (7.69%) Cloud Native
3 2 (7.69%) Data Structures
4 1 (3.85%) Distributed Systems
4 1 (3.85%) Genomics
4 1 (3.85%) Legacy Systems
4 1 (3.85%) Product Ownership
Operating Systems
1 3 (11.54%) Linux
Processes & Methodologies
1 20 (76.92%) CI/CD
2 19 (73.08%) Machine Learning
3 16 (61.54%) AI
4 14 (53.85%) Data Pipeline
5 13 (50.00%) Data Engineering
6 11 (42.31%) MLOps
7 9 (34.62%) Containerisation
8 8 (30.77%) Infrastructure as Code
9 7 (26.92%) Feature Engineering
10 6 (23.08%) LLM
10 6 (23.08%) Migration
11 5 (19.23%) ETL
11 5 (19.23%) Natural Language Processing
11 5 (19.23%) Unit Testing
11 5 (19.23%) Validation
12 4 (15.38%) Agile
12 4 (15.38%) Front End Development
12 4 (15.38%) Generative AI
12 4 (15.38%) Mentoring
12 4 (15.38%) Statistical Modelling
Programming Languages
1 26 (100.00%) Python
2 7 (26.92%) SQL
3 3 (11.54%) Bash
3 3 (11.54%) Groovy
Qualifications
1 3 (11.54%) AWS Certification
1 3 (11.54%) Security Cleared
2 1 (3.85%) Degree
2 1 (3.85%) Master's Degree
2 1 (3.85%) PhD
Quality Assurance & Compliance
1 4 (15.38%) Data Quality
2 1 (3.85%) Accessibility
2 1 (3.85%) Disclosure Scotland
2 1 (3.85%) EU AI Act
2 1 (3.85%) NIST
System Software
1 14 (53.85%) Docker
Systems Management
1 13 (50.00%) Kubernetes
2 4 (15.38%) Terraform
3 3 (11.54%) Argo
3 3 (11.54%) Istio
4 2 (7.69%) Kubeflow
5 1 (3.85%) Grafana
Vendors
1 10 (38.46%) Databricks
2 4 (15.38%) Microsoft
3 3 (11.54%) Cloudera
4 2 (7.69%) OpenAI
4 2 (7.69%) Red Hat