MLflow Contracts

MLflow
UK

The table below provides summary statistics for contract job vacancies requiring MLflow skills. It includes a benchmarking guide to the contractor rates offered in vacancies that cited MLflow over the 6 months leading up to 17 May 2025, comparing them to the same period in the previous two years.

6 months to
17 May 2025
Same period 2024 Same period 2023
Rank 497 561 670
Rank change year-on-year +64 +109 +133
Contract jobs citing MLflow 25 15 14
As % of all contract jobs advertised in the UK 0.085% 0.035% 0.025%
As % of the Development Applications category 0.59% 0.29% 0.17%
Number of daily rates quoted 18 13 8
10th Percentile £459 - £530
25th Percentile £531 £513 £607
Median daily rate (50th Percentile) £600 £700 £800
Median % change year-on-year -14.29% -12.50% +33.33%
75th Percentile £772 £800 £838
90th Percentile £800 - £943
UK excluding London median daily rate £625 £700 -
% change year-on-year -10.71% - -

All Development Application Skills
UK

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.

Contract vacancies with a requirement for development application skills 4,205 5,136 8,429
As % of all contract IT jobs advertised in the UK 14.29% 12.07% 14.80%
Number of daily rates quoted 2,815 3,452 5,946
10th Percentile £334 £353 £381
25th Percentile £410 £425 £460
Median daily rate (50th Percentile) £500 £525 £550
Median % change year-on-year -4.76% -4.55% -
75th Percentile £600 £625 £663
90th Percentile £700 £725 £750
UK excluding London median daily rate £475 £500 £500
% change year-on-year -5.00% - -
Number of hourly rates quoted 72 205 228
10th Percentile £25.03 £32.23 £44.06
25th Percentile £47.36 £46.25 £53.75
Median hourly rate £58.88 £65.00 £61.50
Median % change year-on-year -9.42% +5.69% +17.04%
75th Percentile £75.00 £70.00 £72.50
90th Percentile £83.67 £78.45 £82.50
UK excluding London median hourly rate £60.50 £65.00 £61.50
% change year-on-year -6.92% +5.69% +11.82%

MLflow
Job Vacancy Trend

Job postings citing MLflow as a proportion of all IT jobs advertised.

Job vacancy trend for MLflow in the UK

MLflow
Contractor Daily Rate Trend

3-month moving average daily rate quoted in jobs citing MLflow.

Daily rate trend for MLflow in the UK

MLflow
Daily Rate Histogram

Daily rate distribution for jobs citing MLflow over the 6 months to 17 May 2025.

Daily rate histogram for MLflow in the UK

MLflow
Top 6 Contract Locations

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 over the 6 months to 17 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Jobs
England +70 21 £600 -14.29% 99
London +43 19 £600 -5.88% 79
Work from Home +50 13 £575 -23.33% 42
UK excluding London +47 1 £625 -10.71% 40
North of England - 1 £625 - 7
North West - 1 £625 - 7

MLflow
Co-occurring Skills and Capabilities 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 8 (32.00%) Jupyter
2 7 (28.00%) Apache Spark
3 6 (24.00%) Apache
4 3 (12.00%) Apache Airflow
5 2 (8.00%) Confluence
Cloud Services
1 22 (88.00%) AWS
2 12 (48.00%) Azure
3 11 (44.00%) Amazon SageMaker
4 10 (40.00%) GCP
5 9 (36.00%) GitHub
6 7 (28.00%) GitHub Actions
7 5 (20.00%) Amazon Bedrock
8 3 (12.00%) Amazon S3
8 3 (12.00%) Power Platform
9 2 (8.00%) AWS Lambda
9 2 (8.00%) Azure Machine Learning
9 2 (8.00%) PowerApps
9 2 (8.00%) Serverless
10 1 (4.00%) Azure Data Factory
10 1 (4.00%) Azure Synapse Analytics
10 1 (4.00%) Cloud Computing
10 1 (4.00%) IBM Watson
10 1 (4.00%) SaaS
10 1 (4.00%) Snowflake
10 1 (4.00%) Vertex AI
Database & Business Intelligence
1 6 (24.00%) PostgreSQL
2 4 (16.00%) Big Data
3 3 (12.00%) Data Lake
3 3 (12.00%) Power BI
3 3 (12.00%) Tableau
4 2 (8.00%) Data Warehouse
4 2 (8.00%) Delta Lake
4 2 (8.00%) Hadoop
4 2 (8.00%) Redis
5 1 (4.00%) MongoDB
Development Applications
1 5 (20.00%) Git
2 4 (16.00%) Jenkins
3 3 (12.00%) GitLab
4 2 (8.00%) JIRA
General
1 9 (36.00%) Social Skills
2 5 (20.00%) Finance
2 5 (20.00%) Public Sector
3 3 (12.00%) Analytical Skills
4 1 (4.00%) Financial Institution
4 1 (4.00%) Marketing
4 1 (4.00%) Presentation Skills
Job Titles
1 7 (28.00%) Machine Learning Engineer
2 5 (20.00%) Data Engineer
3 4 (16.00%) Senior
4 3 (12.00%) Backend Developer
4 3 (12.00%) Developer
4 3 (12.00%) Python Developer
5 2 (8.00%) Delivery Manager
5 2 (8.00%) Platform Engineer
5 2 (8.00%) Python Engineer
5 2 (8.00%) Senior Data Engineer
6 1 (4.00%) Artificial Intelligence Engineer
6 1 (4.00%) AWS Data Engineer
6 1 (4.00%) AWS Engineer
6 1 (4.00%) Azure Data Engineer
6 1 (4.00%) Azure Engineer
6 1 (4.00%) Cloud Engineer
6 1 (4.00%) Data Science Engineer
6 1 (4.00%) Data Scientist
6 1 (4.00%) Senior Cloud Engineer
6 1 (4.00%) Technical Business Analyst
Libraries, Frameworks & Software Standards
1 13 (52.00%) PyTorch
1 13 (52.00%) TensorFlow
2 8 (32.00%) scikit-learn
3 7 (28.00%) Pandas
4 6 (24.00%) FastAPI
4 6 (24.00%) LangChain
4 6 (24.00%) NumPy
4 6 (24.00%) SQLAlchemy
5 5 (20.00%) Lambda Expressions
5 5 (20.00%) OpenTelemetry
5 5 (20.00%) pydantic
5 5 (20.00%) pytest
6 4 (16.00%) Hugging Face
7 2 (8.00%) Kafka
7 2 (8.00%) OAuth
7 2 (8.00%) XGBoost
8 1 (4.00%) Keras
8 1 (4.00%) React
8 1 (4.00%) REST
8 1 (4.00%) RESTful
Miscellaneous
1 3 (12.00%) Distributed Systems
2 2 (8.00%) Algorithms
2 2 (8.00%) Distributed Computing
2 2 (8.00%) Onboarding
3 1 (4.00%) Cloud Native
3 1 (4.00%) Data Fabric
3 1 (4.00%) Data Structures
3 1 (4.00%) Product Ownership
3 1 (4.00%) Public Cloud
3 1 (4.00%) Virtual Team
Processes & Methodologies
1 22 (88.00%) Machine Learning
2 18 (72.00%) Artificial Intelligence
3 13 (52.00%) Data Science
4 12 (48.00%) CI/CD
4 12 (48.00%) Generative AI
5 10 (40.00%) DevOps
5 10 (40.00%) MLOps
6 9 (36.00%) Data Engineering
6 9 (36.00%) Data Pipeline
7 8 (32.00%) Analytics
7 8 (32.00%) Problem-Solving
8 7 (28.00%) Agile
8 7 (28.00%) LLM
8 7 (28.00%) Microservices
8 7 (28.00%) Natural Language Processing
9 4 (16.00%) API Design
9 4 (16.00%) Containerisation
9 4 (16.00%) Data Strategy
9 4 (16.00%) Fintech
9 4 (16.00%) Workflow
Programming Languages
1 19 (76.00%) Python
2 7 (28.00%) SQL
3 2 (8.00%) Rust
4 1 (4.00%) Clojure
4 1 (4.00%) Elixir
4 1 (4.00%) Go
4 1 (4.00%) Haskell
4 1 (4.00%) Java
4 1 (4.00%) R
4 1 (4.00%) Scala
4 1 (4.00%) TypeScript
Qualifications
1 6 (24.00%) AWS Certification
2 5 (20.00%) Degree
2 5 (20.00%) Master's Degree
3 2 (8.00%) SC Cleared
3 2 (8.00%) Security Cleared
4 1 (4.00%) Azure Certification
4 1 (4.00%) Computer Science Degree
4 1 (4.00%) PhD
Quality Assurance & Compliance
1 4 (16.00%) QA
2 2 (8.00%) Data Quality
System Software
1 11 (44.00%) Docker
Systems Management
1 11 (44.00%) Kubernetes
2 6 (24.00%) Kubeflow
3 5 (20.00%) Terraform
Vendors
1 10 (40.00%) Databricks
2 6 (24.00%) Dataiku
2 6 (24.00%) DataRobot
3 4 (16.00%) Google
4 2 (8.00%) Palantir
4 2 (8.00%) Virgin Media
5 1 (4.00%) IBM
5 1 (4.00%) Sage
5 1 (4.00%) ServiceNow