Machine Learning Contracts in Knutsford

Machine Learning (ML)
Cheshire > Knutsford

The table below provides summary statistics for contract job vacancies advertised in Knutsford 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 26 20 -
Rank change year-on-year -6 - -
Contract jobs citing Machine Learning 3 5 0
As % of all contract jobs advertised in Knutsford 2.05% 4.63% -
As % of the Processes & Methodologies category 2.10% 5.10% -
Number of daily rates quoted 2 5 0
Median daily rate (50th Percentile) £671 £588 -
Median % change year-on-year +14.21% - -
Cheshire median daily rate £661 £588 £550
% change year-on-year +12.43% +6.82% -8.33%

All Process and Methodology Skills
Knutsford

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 Knutsford.

Contract vacancies with a requirement for process or methodology skills 143 98 139
As % of all contract IT jobs advertised in Knutsford 97.95% 90.74% 91.45%
Number of daily rates quoted 134 90 115
10th Percentile £341 £362 £342
25th Percentile £358 £401 £445
Median daily rate (50th Percentile) £402 £506 £550
Median % change year-on-year -20.59% -7.95% +19.05%
75th Percentile £492 £598 £621
90th Percentile £537 £627 £680
Cheshire median daily rate £455 £500 £475
% change year-on-year -9.05% +5.26% +5.56%

Machine Learning
Job Vacancy Trend in Knutsford

Job postings citing Machine Learning as a proportion of all IT jobs advertised in Knutsford.

Job vacancy trend for Machine Learning in Knutsford

Machine Learning
Contractor Daily Rate Trend in Knutsford

3-month moving average daily rate quoted in jobs citing Machine Learning in Knutsford.

Daily rate trend for Machine Learning in Knutsford

Machine Learning
Co-occurring Skills and Capabilities in Knutsford 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:

Business Applications
1 1 (33.33%) Distributed Ledger
Cloud Services
1 3 (100.00%) AWS
2 2 (66.67%) Azure
2 2 (66.67%) Cloud Computing
2 2 (66.67%) GCP
3 1 (33.33%) AWS Lambda
3 1 (33.33%) OpenShift
3 1 (33.33%) Serverless
Communications & Networking
1 1 (33.33%) Firewall
General
1 2 (66.67%) Analytical Skills
1 2 (66.67%) Banking
2 1 (33.33%) Finance
2 1 (33.33%) Legal
Job Titles
1 3 (100.00%) Architect
1 3 (100.00%) Solutions Architect
2 2 (66.67%) Security Architect
2 2 (66.67%) Security Solutions Architect
3 1 (33.33%) AWS Architect
3 1 (33.33%) AWS Solution Architect
3 1 (33.33%) Cloud Architect
3 1 (33.33%) Cloud Solutions Architect
Libraries, Frameworks & Software Standards
1 1 (33.33%) Elastic Stack
1 1 (33.33%) Kafka
Miscellaneous
1 1 (33.33%) Blockchain
1 1 (33.33%) Hybrid Cloud
1 1 (33.33%) Private Cloud
1 1 (33.33%) Public Cloud
Processes & Methodologies
1 3 (100.00%) Artificial Intelligence
2 2 (66.67%) Cybersecurity
2 2 (66.67%) Data Ingestion
2 2 (66.67%) Data Privacy
2 2 (66.67%) Data Protection
2 2 (66.67%) Generative AI
2 2 (66.67%) Penetration Testing
2 2 (66.67%) Problem-Solving
2 2 (66.67%) Security Architecture
2 2 (66.67%) Threat Modelling
2 2 (66.67%) Vulnerability Assessment
3 1 (33.33%) Architectural Design
3 1 (33.33%) Containerisation
3 1 (33.33%) DevOps
3 1 (33.33%) Fraud Detection
3 1 (33.33%) Full-Stack Development
3 1 (33.33%) GitOps
3 1 (33.33%) Infrastructure as Code
3 1 (33.33%) Infrastructure Automation
3 1 (33.33%) Observability
Programming Languages
1 1 (33.33%) Java
Qualifications
1 1 (33.33%) AWS Certification
1 1 (33.33%) AWS Certified Solutions Architect
1 1 (33.33%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 2 (66.67%) California Consumer Privacy Act
1 2 (66.67%) GDPR
System Software
1 1 (33.33%) Docker
Systems Management
1 1 (33.33%) Ansible
1 1 (33.33%) Grafana
1 1 (33.33%) Kubernetes
1 1 (33.33%) Prometheus
1 1 (33.33%) Terraform
Vendors
1 1 (33.33%) Red Hat
1 1 (33.33%) VMware