Kubernetes AI Task Auditor - Freelance AI Trainer Project

Triwill Group; Canada; Hybrid; CAD 83,000 - 124,000; Full time

Job summary

Triwill Group invites applications for a Kubernetes AI Task Auditor—Freelance AI Trainer Project based in Canada. The role focuses on auditing Kubernetes-focused tasks used to train and evaluate AI models, ensuring accuracy, realism, and practical relevance.

You will test scenarios, identify orchestration issues, configuration bugs, deployment problems, and logic errors, and provide feedback to improve AI training workflows in real cloud environments. Remote freelance engagement.

Qualifications

• Audit Kubernetes-focused tasks used to train and assess AI models.
• Identify orchestration issues, configuration bugs, deployment problems, and logic errors.

Responsibilities

• Audit Kubernetes-focused tasks used to train and assess AI models for accuracy, realism, and practicality.
• Provide technical feedback to improve AI training workflows in cloud environments.

Job description

Description:

This position is listed on behalf of a partner company, who manages all applications and next steps. Our partner is looking for a Kubernetes AI Task Auditor - Freelance AI Trainer Project based in Canada.

This freelance opportunity is designed for experienced Kubernetes specialists who want to apply their infrastructure expertise to the development and evaluation of AI systems.
You will audit Kubernetes-focused tasks used to train and assess AI models, ensuring they are technically accurate, realistic, and practical.
The role involves rigorously testing complex scenarios to confirm that tasks are solvable, reproducible, and supported by reliable evaluation criteria.
You’ll identify orchestration issues, configuration bugs, deployment problems, and logic errors that could compromise task quality.
Your technical feedback will directly contribute to making AI training workflows more reliable and representative of real-world cloud environments.
The position offers fully remote work and the flexibility of a freelance engagement centered on your Kubernetes specialization.