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 1 May 2025, comparing them to the same period in the previous two years.

6 months to
1 May 2025
Same period 2024 Same period 2023
Rank 89 113 124
Rank change year-on-year +24 +11 +11
Contract jobs citing Machine Learning 31 24 33
As % of all contract jobs advertised in the North West 1.58% 0.87% 1.03%
As % of the Processes & Methodologies category 1.75% 1.01% 1.14%
Number of daily rates quoted 20 14 20
10th Percentile £445 £387 £424
25th Percentile £459 £416 £500
Median daily rate (50th Percentile) £600 £525 £588
Median % change year-on-year +14.29% -10.64% +4.44%
75th Percentile £671 £606 £650
90th Percentile £749 - £676
England median daily rate £600 £580 £600
% change year-on-year +3.45% -3.33% -
Number of hourly rates quoted 3 0 4
10th Percentile £73.00 - -
25th Percentile £73.75 - £20.00
Median hourly rate £75.00 - £27.50
75th Percentile £78.13 - £35.00
90th Percentile £78.50 - -
England median hourly rate £65.00 £52.50 £35.00
% change year-on-year +23.81% +50.00% -22.22%

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 1,776 2,377 2,894
As % of all contract IT jobs advertised in the North West 90.24% 86.28% 90.61%
Number of daily rates quoted 1,147 1,519 2,058
10th Percentile £300 £306 £313
25th Percentile £393 £405 £413
Median daily rate (50th Percentile) £475 £500 £500
Median % change year-on-year -5.00% - +5.26%
75th Percentile £575 £593 £588
90th Percentile £661 £688 £675
England median daily rate £525 £525 £550
% change year-on-year - -4.55% +2.33%
Number of hourly rates quoted 108 244 144
10th Percentile £15.97 £10.95 £16.85
25th Percentile £22.66 £13.30 £21.25
Median hourly rate £31.88 £21.00 £35.00
Median % change year-on-year +51.81% -40.00% +70.82%
75th Percentile £60.00 £45.22 £48.91
90th Percentile £83.96 £57.50 £65.00
England median hourly rate £29.07 £36.00 £37.50
% change year-on-year -19.25% -4.00% +53.06%

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 1 May 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 1 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
Manchester +27 17 £475 +11.76% 138
Cheshire 0 12 £661 +12.43% 34
Lancashire +1 1 - - 43
Merseyside - 1 £650 - 71
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 (12.90%) Apache Spark
1 4 (12.90%) Confluence
Business Applications
1 1 (3.23%) Distributed Ledger
1 1 (3.23%) SAP S/4HANA
Cloud Services
1 14 (45.16%) AWS
2 13 (41.94%) Azure
3 10 (32.26%) GCP
4 4 (12.90%) Anthropic Claude
4 4 (12.90%) Azure AI
4 4 (12.90%) Azure Machine Learning
4 4 (12.90%) Google Gemini
5 3 (9.68%) Cloud Computing
5 3 (9.68%) Power Platform
6 2 (6.45%) AWS Lambda
6 2 (6.45%) dbt
6 2 (6.45%) Serverless
7 1 (3.23%) Azure Data Factory
7 1 (3.23%) Google Ads
7 1 (3.23%) OpenShift
7 1 (3.23%) Snowflake
Communications & Networking
1 1 (3.23%) Firewall
Database & Business Intelligence
1 5 (16.13%) Data Mining
2 4 (12.90%) Big Data
2 4 (12.90%) Neo4j
2 4 (12.90%) Tableau
3 3 (9.68%) Hadoop
3 3 (9.68%) Power BI
4 2 (6.45%) Data Vault
5 1 (3.23%) BigQuery
Development Applications
1 6 (19.35%) Git
2 4 (12.90%) JIRA
3 2 (6.45%) Jenkins
4 1 (3.23%) GitLab
General
1 12 (38.71%) Analytical Skills
2 7 (22.58%) Finance
3 6 (19.35%) Pharmaceutical
3 6 (19.35%) Social Skills
4 5 (16.13%) Legal
5 4 (12.90%) Manufacturing
5 4 (12.90%) Public Sector
6 2 (6.45%) Banking
7 1 (3.23%) Advertising
7 1 (3.23%) Aerospace
7 1 (3.23%) Marketing
7 1 (3.23%) Retail
Job Titles
1 8 (25.81%) Data Scientist
2 7 (22.58%) Senior
3 6 (19.35%) Artificial Intelligence Engineer
4 4 (12.90%) Architect
4 4 (12.90%) IT Manager
4 4 (12.90%) IT Project Manager
4 4 (12.90%) Project Manager
4 4 (12.90%) Solutions Architect
5 3 (9.68%) Security Architect
5 3 (9.68%) Security Solutions Architect
6 2 (6.45%) Data Engineer
6 2 (6.45%) Principal Technologist
6 2 (6.45%) Technologist
7 1 (3.23%) Analytics Consultant
7 1 (3.23%) AWS Solution Architect
7 1 (3.23%) Computer Vision Engineer
7 1 (3.23%) Lead
7 1 (3.23%) Python Engineer
7 1 (3.23%) Senior Data Scientist
7 1 (3.23%) Splunk Engineer
Libraries, Frameworks & Software Standards
1 8 (25.81%) TensorFlow
2 7 (22.58%) PyTorch
3 3 (9.68%) Kafka
4 2 (6.45%) LangChain
4 2 (6.45%) Regular Expression
4 2 (6.45%) scikit-learn
5 1 (3.23%) Elastic Stack
5 1 (3.23%) FastAPI
5 1 (3.23%) Matplotlib
5 1 (3.23%) OLE
5 1 (3.23%) OpenCV
5 1 (3.23%) Pandas
5 1 (3.23%) React
5 1 (3.23%) XGBoost
Miscellaneous
1 9 (29.03%) Algorithms
2 4 (12.90%) Onboarding
3 3 (9.68%) Virtual Team
4 1 (3.23%) Blockchain
4 1 (3.23%) Data Protection Act
4 1 (3.23%) Distributed Computing
4 1 (3.23%) Hybrid Cloud
4 1 (3.23%) Insider Threat
4 1 (3.23%) Management Information System
4 1 (3.23%) Private Cloud
4 1 (3.23%) Public Cloud
Processes & Methodologies
1 24 (77.42%) Artificial Intelligence
2 13 (41.94%) Agile
2 13 (41.94%) Generative AI
2 13 (41.94%) LLM
2 13 (41.94%) Problem-Solving
3 11 (35.48%) Data Science
4 10 (32.26%) CI/CD
4 10 (32.26%) Natural Language Processing
5 8 (25.81%) Decision-Making
6 7 (22.58%) Containerisation
7 6 (19.35%) Actionable Insight
7 6 (19.35%) Analytics
7 6 (19.35%) Mathematics
7 6 (19.35%) SDLC
8 5 (16.13%) Data Cleansing
8 5 (16.13%) Data Privacy
8 5 (16.13%) Data Protection
8 5 (16.13%) Data Visualisation
8 5 (16.13%) Microservices
8 5 (16.13%) Visualisation
Programming Languages
1 20 (64.52%) Python
2 7 (22.58%) SQL
3 4 (12.90%) R
4 3 (9.68%) Scala
5 1 (3.23%) Java
5 1 (3.23%) Search Processing Language
5 1 (3.23%) Shell Script
Qualifications
1 4 (12.90%) Degree
1 4 (12.90%) Security Cleared
2 1 (3.23%) AWS Certification
2 1 (3.23%) AWS Certified Solutions Architect
2 1 (3.23%) BPSS Clearance
2 1 (3.23%) Computer Science Degree
2 1 (3.23%) SC Cleared
2 1 (3.23%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 5 (16.13%) Data Quality
2 4 (12.90%) California Consumer Privacy Act
2 4 (12.90%) GDPR
3 3 (9.68%) Accessibility
System Software
1 7 (22.58%) Docker
Systems Management
1 8 (25.81%) Kubernetes
2 2 (6.45%) Ansible
3 1 (3.23%) Grafana
3 1 (3.23%) Prometheus
3 1 (3.23%) Terraform
Vendors
1 2 (6.45%) Databricks
1 2 (6.45%) Microsoft
2 1 (3.23%) Apple
2 1 (3.23%) Ariba
2 1 (3.23%) Criteo
2 1 (3.23%) Fortinet
2 1 (3.23%) Google
2 1 (3.23%) Infoblox
2 1 (3.23%) Red Hat
2 1 (3.23%) SAP
2 1 (3.23%) ServiceNow
2 1 (3.23%) Splunk
2 1 (3.23%) VMware