Machine Learning Contracts in the North West

Machine Learning (ML)
England > North West

The table below provides summary statistics for contract job vacancies advertised in the North West requiring Machine Learning skills. It includes a benchmarking guide to the contractor rates offered in vacancies that cited Machine Learning over the 6 months leading up to 26 June 2025, comparing them to the same period in the previous two years.

6 months to
26 Jun 2025
Same period 2024 Same period 2023
Rank 89 110 126
Rank change year-on-year +21 +16 +37
Contract jobs citing Machine Learning 34 25 28
As % of all contract jobs advertised in the North West 1.69% 0.89% 0.93%
As % of the Processes & Methodologies category 1.90% 1.06% 1.04%
Number of daily rates quoted 22 14 18
10th Percentile £409 £387 £421
25th Percentile £448 £425 £511
Median daily rate (50th Percentile) £550 £523 £588
Median % change year-on-year +5.26% -11.06% +2.17%
75th Percentile £659 £606 £594
90th Percentile £697 - £658
England median daily rate £560 £588 £589
% change year-on-year -4.72% -0.21% -1.88%
Number of hourly rates quoted 3 0 4
10th Percentile £73.00 - -
25th Percentile £73.75 - £35.00
Median hourly rate £75.00 - £37.75
75th Percentile £78.13 - £43.98
90th Percentile £78.50 - £45.30
England median hourly rate £76.25 £52.50 £40.50
% change year-on-year +45.24% +29.63% -10.00%

All Process and Methodology Skills
North West

Machine Learning falls under the Processes and Methodologies category. For comparison with the information above, the following table provides summary statistics for all contract job vacancies requiring process or methodology skills in the North West.

Contract vacancies with a requirement for process or methodology skills 1,794 2,351 2,701
As % of all contract IT jobs advertised in the North West 89.30% 84.14% 89.70%
Number of daily rates quoted 1,193 1,434 1,884
10th Percentile £305 £306 £313
25th Percentile £381 £400 £410
Median daily rate (50th Percentile) £455 £495 £500
Median % change year-on-year -8.08% -1.00% +2.56%
75th Percentile £558 £585 £588
90th Percentile £663 £675 £675
England median daily rate £515 £525 £550
% change year-on-year -1.90% -4.55% -
Number of hourly rates quoted 106 265 140
10th Percentile £12.82 £11.00 £15.98
25th Percentile £18.90 £14.13 £20.00
Median hourly rate £31.88 £27.50 £30.27
Median % change year-on-year +15.93% -9.15% +28.56%
75th Percentile £63.30 £46.18 £43.75
90th Percentile £82.21 £66.61 £57.68
England median hourly rate £25.15 £38.12 £35.03
% change year-on-year -34.02% +8.82% +36.41%

Machine Learning
Job Vacancy Trend in the North West

Job postings citing Machine Learning as a proportion of all IT jobs advertised in the North West.

Job vacancy trend for Machine Learning in the North West

Machine Learning
Contractor Daily Rate Trend in the North West

3-month moving average daily rate quoted in jobs citing Machine Learning in the North West.

Daily rate trend for Machine Learning in the North West

Machine Learning
Daily Rate Histogram in the North West

Daily rate distribution for jobs citing Machine Learning in the North West over the 6 months to 26 June 2025.

Daily rate histogram for Machine Learning in the North West

Machine Learning
Contractor Hourly Rate Trend in the North West

3-month moving average hourly rates quoted in jobs citing Machine Learning in the North West.

Hourly rate trend for Machine Learning in the North West

Machine Learning
Contract Job Locations in the North West

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Machine Learning within the North West region over the 6 months to 26 June 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
Manchester +30 17 £465 -4.62% 176
Cheshire -3 15 £650 +10.64% 26
Lancashire -5 1 - - 41
Merseyside - 1 £650 - 23
Machine Learning
England

Machine Learning
Co-occurring Skills and Capabilities in the North West 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 4 (11.76%) Apache Spark
1 4 (11.76%) Confluence
2 1 (2.94%) Apache Airflow
Applications
1 2 (5.88%) Chatbot
Business Applications
1 1 (2.94%) Distributed Ledger
1 1 (2.94%) IBM Planning Analytics
1 1 (2.94%) SAP S/4HANA
Cloud Services
1 15 (44.12%) AWS
2 14 (41.18%) Azure
3 10 (29.41%) GCP
4 5 (14.71%) Azure Machine Learning
4 5 (14.71%) Power Platform
5 4 (11.76%) Anthropic Claude
5 4 (11.76%) Azure AI
5 4 (11.76%) Google Gemini
6 3 (8.82%) AWS Lambda
6 3 (8.82%) Cloud Computing
6 3 (8.82%) Serverless
7 2 (5.88%) Azure Data Factory
7 2 (5.88%) dbt
7 2 (5.88%) GitHub
8 1 (2.94%) Amazon SageMaker
8 1 (2.94%) Figma
8 1 (2.94%) GitHub Actions
8 1 (2.94%) Google Ads
8 1 (2.94%) Microsoft Copilot
8 1 (2.94%) Snowflake
Communications & Networking
1 1 (2.94%) Firewall
Database & Business Intelligence
1 5 (14.71%) Power BI
2 4 (11.76%) Big Data
2 4 (11.76%) Neo4j
2 4 (11.76%) Tableau
3 3 (8.82%) Data Mining
3 3 (8.82%) Hadoop
4 2 (5.88%) Data Vault
5 1 (2.94%) Azure SQL Database
5 1 (2.94%) BigQuery
5 1 (2.94%) Delta Lake
5 1 (2.94%) Power Query
5 1 (2.94%) Relational Database
5 1 (2.94%) SQL Server
Development Applications
1 5 (14.71%) Git
2 4 (11.76%) Jenkins
2 4 (11.76%) JIRA
3 2 (5.88%) GitLab
4 1 (2.94%) Cucumber
4 1 (2.94%) JUnit
4 1 (2.94%) MLflow
General
1 13 (38.24%) Analytical Skills
2 10 (29.41%) Finance
3 7 (20.59%) Social Skills
4 6 (17.65%) Legal
4 6 (17.65%) Pharmaceutical
5 4 (11.76%) Manufacturing
6 3 (8.82%) Public Sector
7 2 (5.88%) Banking
8 1 (2.94%) Advertising
8 1 (2.94%) Aerospace
8 1 (2.94%) Financial Institution
8 1 (2.94%) Marketing
8 1 (2.94%) Retail
Job Titles
1 7 (20.59%) Senior
2 6 (17.65%) Artificial Intelligence Engineer
2 6 (17.65%) Data Scientist
3 5 (14.71%) Architect
4 4 (11.76%) IT Manager
4 4 (11.76%) IT Project Manager
4 4 (11.76%) Project Manager
4 4 (11.76%) Security Architect
4 4 (11.76%) Solutions Architect
5 3 (8.82%) Data Engineer
5 3 (8.82%) Developer
5 3 (8.82%) Security Solutions Architect
6 1 (2.94%) Artificial Intelligence Architect
6 1 (2.94%) AWS Architect
6 1 (2.94%) Cloud Architect
6 1 (2.94%) Cloud Solutions Architect
6 1 (2.94%) Full-Stack Developer
6 1 (2.94%) Machine Learning Engineer
6 1 (2.94%) Senior Data Scientist
6 1 (2.94%) Splunk Engineer
Libraries, Frameworks & Software Standards
1 8 (23.53%) TensorFlow
2 7 (20.59%) PyTorch
3 4 (11.76%) Kafka
4 2 (5.88%) React
4 2 (5.88%) scikit-learn
5 1 (2.94%) Elastic Stack
5 1 (2.94%) FastAPI
5 1 (2.94%) LangChain
5 1 (2.94%) Matplotlib
5 1 (2.94%) OLE
5 1 (2.94%) OpenCV
5 1 (2.94%) Pandas
5 1 (2.94%) Regular Expression
5 1 (2.94%) REST
5 1 (2.94%) RESTful
5 1 (2.94%) Spring
5 1 (2.94%) Spring Boot
5 1 (2.94%) XGBoost
Miscellaneous
1 8 (23.53%) Algorithms
2 4 (11.76%) Onboarding
2 4 (11.76%) Virtual Team
3 2 (5.88%) Data Protection Act
4 1 (2.94%) Blockchain
4 1 (2.94%) Distributed Computing
4 1 (2.94%) Hybrid Cloud
4 1 (2.94%) Insider Threat
4 1 (2.94%) Legacy Systems
4 1 (2.94%) Management Information System
4 1 (2.94%) Private Cloud
4 1 (2.94%) Public Cloud
Processes & Methodologies
1 27 (79.41%) Artificial Intelligence
2 16 (47.06%) Agile
3 15 (44.12%) Generative AI
4 14 (41.18%) LLM
4 14 (41.18%) Problem-Solving
5 12 (35.29%) CI/CD
6 10 (29.41%) Natural Language Processing
7 9 (26.47%) Data Science
8 7 (20.59%) Containerisation
8 7 (20.59%) Decision-Making
9 6 (17.65%) Analytics
9 6 (17.65%) Data Visualisation
9 6 (17.65%) Microservices
9 6 (17.65%) SDLC
9 6 (17.65%) Visualisation
10 5 (14.71%) Business Intelligence
10 5 (14.71%) Data Cleansing
10 5 (14.71%) Data Protection
10 5 (14.71%) Mathematics
10 5 (14.71%) Project Management
Programming Languages
1 19 (55.88%) Python
2 8 (23.53%) SQL
3 4 (11.76%) R
4 3 (8.82%) Scala
5 2 (5.88%) Java
6 1 (2.94%) Data Analysis Expressions
6 1 (2.94%) Search Processing Language
6 1 (2.94%) Shell Script
Qualifications
1 4 (11.76%) Degree
1 4 (11.76%) Security Cleared
2 3 (8.82%) SC Cleared
3 2 (5.88%) BPSS Clearance
4 1 (2.94%) AWS Certification
4 1 (2.94%) AWS Certified Solutions Architect
4 1 (2.94%) Computer Science Degree
4 1 (2.94%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 4 (11.76%) California Consumer Privacy Act
1 4 (11.76%) Data Quality
1 4 (11.76%) GDPR
2 2 (5.88%) Accessibility
3 1 (2.94%) QA
System Software
1 8 (23.53%) Docker
Systems Management
1 9 (26.47%) Kubernetes
2 2 (5.88%) Ansible
3 1 (2.94%) Grafana
3 1 (2.94%) Prometheus
3 1 (2.94%) Terraform
Vendors
1 2 (5.88%) Databricks
1 2 (5.88%) Microsoft
2 1 (2.94%) Apple
2 1 (2.94%) Ariba
2 1 (2.94%) Cognos
2 1 (2.94%) Criteo
2 1 (2.94%) CrowdStrike
2 1 (2.94%) Fortinet
2 1 (2.94%) Genesys
2 1 (2.94%) Google
2 1 (2.94%) Infoblox
2 1 (2.94%) Red Hat
2 1 (2.94%) SAP
2 1 (2.94%) ServiceNow
2 1 (2.94%) Splunk
2 1 (2.94%) VMware
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