Azure Machine Learning Contract Job Trends

Microsoft Azure Machine Learning (Azure ML)
UK

The table below provides summary statistics and contractor rates for jobs requiring Azure Machine Learning skills. It covers contract job vacancies from the 6 months leading up to 19 December 2025, with comparisons to the same periods in the previous two years.

6 months to
19 Dec 2025
Same period 2024 Same period 2023
Rank 486 463 583
Rank change year-on-year -23 +120 +138
Contract jobs citing Azure Machine Learning 98 81 22
As % of all contract jobs in the UK 0.27% 0.24% 0.050%
As % of the Cloud Services category 0.70% 0.65% 0.14%
Number of daily rates quoted 68 56 15
10th Percentile £459 £354 £384
25th Percentile £500 £419 £456
Median daily rate (50th Percentile) £550 £495 £525
Median % change year-on-year +11.11% -5.71% -14.77%
75th Percentile £675 £566 £558
90th Percentile £738 £638 £690
UK excluding London median daily rate £531 £450 £525
% change year-on-year +18.06% -14.29% -22.28%

All Cloud Skills
UK

Azure Machine Learning falls under the Cloud Services category. For comparison with the information above, the following table provides summary statistics for all contract job vacancies requiring cloud computing skills.

Contract vacancies with a requirement for cloud computing skills 14,018 12,403 15,413
As % of all contract IT jobs advertised in the UK 38.07% 36.28% 34.91%
Number of daily rates quoted 9,570 8,250 11,053
10th Percentile £308 £313 £300
25th Percentile £406 £415 £419
Median daily rate (50th Percentile) £500 £525 £525
Median % change year-on-year -4.76% - -4.55%
75th Percentile £603 £638 £638
90th Percentile £700 £732 £725
UK excluding London median daily rate £475 £500 £500
% change year-on-year -5.00% - -
Number of hourly rates quoted 328 172 273
10th Percentile £14.93 £18.19 £14.39
25th Percentile £18.87 £21.46 £17.72
Median hourly rate £26.86 £27.75 £25.00
Median % change year-on-year -3.23% +11.00% +11.11%
75th Percentile £55.00 £46.18 £58.00
90th Percentile £76.84 £68.75 £78.00
UK excluding London median hourly rate £25.08 £26.50 £21.00
% change year-on-year -5.38% +26.19% +7.69%

Azure Machine Learning
Job Vacancy Trend

Historical trend showing the proportion of contract IT job postings citing Azure Machine Learning relative to all contract IT jobs advertised.

Azure Machine Learning job vacancy trend in the UK

Azure Machine Learning
Daily Rate Trend

Contractor daily rate distribution trend for jobs in the UK citing Azure Machine Learning.

Contractor daily rate distribution trend for jobs in the UK citing Azure Machine Learning

Azure Machine Learning
Daily Rate Histogram

Daily rate distribution for jobs citing Azure Machine Learning over the 6 months to 19 December 2025.

Daily rate histogram for Azure Machine Learning in the UK

Azure Machine Learning
Hourly Rate Trend

Contractor hourly rate distribution trend for jobs in the UK citing Azure Machine Learning.

Contractor hourly rate distribution trend for jobs in the UK citing Azure Machine Learning

Azure Machine Learning
Top 9 Contract Job Locations

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Azure Machine Learning within the UK over the 6 months to 19 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
England -22 83 £550 +11.11% 59
London +3 71 £550 +13.99% 22
Work from Home +5 32 £550 +22.22% 54
UK excluding London -41 12 £531 +18.06% 50
South East -19 9 £508 -10.77% 13
Midlands -42 2 £625 +79.60% 9
West Midlands - 2 £625 - 5
Scotland +2 1 £750 +91.82% 6
Wales - 1 £750 - 3

Azure Machine Learning
Co-Occurring Skills & Capabilities 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 2 (2.04%) Apache Airflow
2 1 (1.02%) Apache Spark
2 1 (1.02%) Jupyter
Applications
1 5 (5.10%) Chatbot
Cloud Services
1 98 (100.00%) Azure
2 30 (30.61%) Azure DevOps
3 26 (26.53%) GitHub
4 25 (25.51%) Azure Data Factory
5 24 (24.49%) GitHub Actions
6 22 (22.45%) Azure AI
6 22 (22.45%) Azure Synapse Analytics
7 20 (20.41%) Azure AKS
7 20 (20.41%) Azure Cognitive Services
8 14 (14.29%) Power Platform
8 14 (14.29%) Vertex AI
9 13 (13.27%) Azure Key Vault
10 12 (12.24%) AWS
10 12 (12.24%) Azure Monitor
11 11 (11.22%) Amazon SageMaker
11 11 (11.22%) Entra ID
12 10 (10.20%) Serverless
13 8 (8.16%) Azure Cosmos DB
13 8 (8.16%) Azure Event Grid
13 8 (8.16%) Azure Logic Apps
Communications & Networking
1 5 (5.10%) Network Security
2 1 (1.02%) Firewall
2 1 (1.02%) HTTP
Database & Business Intelligence
1 15 (15.31%) Data Lake
2 11 (11.22%) Pinecone
2 11 (11.22%) Power BI
3 8 (8.16%) Delta Lake
3 8 (8.16%) Weaviate
4 6 (6.12%) NoSQL
5 4 (4.08%) DynamoDB
5 4 (4.08%) MongoDB
5 4 (4.08%) Redis
6 3 (3.06%) Azure SQL Database
7 1 (1.02%) Big Data
7 1 (1.02%) Data Vault
7 1 (1.02%) Data Warehouse
7 1 (1.02%) Elasticsearch
7 1 (1.02%) Enterprise Data Warehouse
7 1 (1.02%) Hadoop
7 1 (1.02%) Parquet
7 1 (1.02%) PostgreSQL
7 1 (1.02%) Power Query
Development Applications
1 14 (14.29%) MLflow
2 5 (5.10%) Git
2 5 (5.10%) GitLab
2 5 (5.10%) JMeter
2 5 (5.10%) SonarQube
3 4 (4.08%) Gatling
3 4 (4.08%) Jenkins
3 4 (4.08%) JUnit
3 4 (4.08%) Mockito
3 4 (4.08%) Snyk
4 1 (1.02%) JIRA
4 1 (1.02%) LoadRunner
4 1 (1.02%) Postman
4 1 (1.02%) REST Assured
General
1 28 (28.57%) Social Skills
2 17 (17.35%) Public Sector
3 8 (8.16%) Analytical Skills
4 7 (7.14%) Finance
5 4 (4.08%) Publishing
6 3 (3.06%) Banking
7 2 (2.04%) Presentation Skills
7 2 (2.04%) Retail
8 1 (1.02%) Documentation Skills
8 1 (1.02%) Legal
8 1 (1.02%) Marketing
Job Titles
1 26 (26.53%) Artificial Intelligence Engineer
1 26 (26.53%) Data Scientist
2 19 (19.39%) Developer
3 18 (18.37%) Senior
4 12 (12.24%) Architect
5 9 (9.18%) Azure Engineer
6 8 (8.16%) Data Engineer
6 8 (8.16%) Gen AI Engineer
7 7 (7.14%) Artificial Intelligence Developer
7 7 (7.14%) Azure Architect
7 7 (7.14%) Azure Developer
8 6 (6.12%) Senior Data Scientist
9 4 (4.08%) Cloud Architect
9 4 (4.08%) Java Developer
10 3 (3.06%) Artificial Intelligence Architect
10 3 (3.06%) Azure Platform Engineer
10 3 (3.06%) Backend Developer
10 3 (3.06%) Cloud Platform Engineer
10 3 (3.06%) Consultant
10 3 (3.06%) Platform Engineer
Libraries, Frameworks & Software Standards
1 35 (35.71%) PyTorch
2 28 (28.57%) TensorFlow
3 27 (27.55%) scikit-learn
4 14 (14.29%) LangChain
4 14 (14.29%) Node.js
5 13 (13.27%) .NET
5 13 (13.27%) Pandas
6 10 (10.20%) Faiss
6 10 (10.20%) NumPy
7 9 (9.18%) AngularJS
8 8 (8.16%) .NET Core
8 8 (8.16%) FastAPI
8 8 (8.16%) React
9 5 (5.10%) JSON
9 5 (5.10%) REST
10 4 (4.08%) Kafka
10 4 (4.08%) RESTful
10 4 (4.08%) Spring
10 4 (4.08%) Spring Boot
10 4 (4.08%) Spring Cloud
Miscellaneous
1 17 (17.35%) AI Agents
2 10 (10.20%) Algorithms
3 6 (6.12%) Cloud Native
3 6 (6.12%) Greenfield Project
4 4 (4.08%) Hybrid Cloud
4 4 (4.08%) Reinsurance
5 2 (2.04%) Data Protection Act
5 2 (2.04%) Legacy Systems
6 1 (1.02%) Derivative
6 1 (1.02%) Distributed Computing
6 1 (1.02%) Enterprise Software
6 1 (1.02%) Multi-touch
6 1 (1.02%) Onboarding
6 1 (1.02%) Synthetic Data
Operating Systems
1 2 (2.04%) Linux
2 1 (1.02%) VMS
Processes & Methodologies
1 98 (100.00%) Machine Learning
2 76 (77.55%) AI
3 59 (60.20%) Data Science
4 38 (38.78%) CI/CD
5 34 (34.69%) DevOps
6 32 (32.65%) LLM
7 31 (31.63%) Generative AI
7 31 (31.63%) MLOps
8 29 (29.59%) Analytics
8 29 (29.59%) Data Engineering
9 25 (25.51%) Containerisation
10 20 (20.41%) Agile
11 18 (18.37%) Computer Science
11 18 (18.37%) Data Pipeline
11 18 (18.37%) Infrastructure as Code
12 17 (17.35%) Observability
12 17 (17.35%) Retrieval-Augmented Generation
12 17 (17.35%) Use Case
13 15 (15.31%) Natural Language Processing
13 15 (15.31%) Problem-Solving
Programming Languages
1 76 (77.55%) Python
2 24 (24.49%) SQL
3 14 (14.29%) Bicep
4 13 (13.27%) C#
5 11 (11.22%) Java
6 7 (7.14%) JavaScript
6 7 (7.14%) PowerShell
6 7 (7.14%) R
7 5 (5.10%) Bash
8 1 (1.02%) C++
8 1 (1.02%) Data Analysis Expressions
8 1 (1.02%) Scala
8 1 (1.02%) TypeScript
Qualifications
1 23 (23.47%) Security Cleared
2 14 (14.29%) Degree
2 14 (14.29%) SC Cleared
3 9 (9.18%) Master's Degree
4 6 (6.12%) Computer Science Degree
5 5 (5.10%) Azure Certification
5 5 (5.10%) MCP
5 5 (5.10%) PhD
6 2 (2.04%) Microsoft Certification
7 1 (1.02%) BPSS Clearance
7 1 (1.02%) DV Cleared
Quality Assurance & Compliance
1 8 (8.16%) Data Quality
2 7 (7.14%) NIST
3 6 (6.12%) GDPR
4 5 (5.10%) ISO/IEC 27001
5 2 (2.04%) EU AI Act
5 2 (2.04%) QA
6 1 (1.02%) Sarbanes-Oxley
6 1 (1.02%) SOC 2
System Software
1 28 (28.57%) Docker
2 8 (8.16%) Active Directory
Systems Management
1 30 (30.61%) Kubernetes
2 25 (25.51%) Terraform
3 3 (3.06%) Grafana
3 3 (3.06%) Kubeflow
4 2 (2.04%) Knative
5 1 (1.02%) Ansible
5 1 (1.02%) Kibana
5 1 (1.02%) Prometheus
Vendors
1 35 (35.71%) Databricks
2 34 (34.69%) Microsoft
3 23 (23.47%) OpenAI
4 12 (12.24%) Foundry
5 7 (7.14%) Google
6 2 (2.04%) New Relic
6 2 (2.04%) UiPath
7 1 (1.02%) Blue Prism
7 1 (1.02%) Oracle
7 1 (1.02%) Progress
7 1 (1.02%) Splunk