Machine Learning (ML) AI Task Auditor - Freelance AI Trainer Project

Requirements

• Machine Learning model development and trainingMust
• Data preprocessing and pipeline developmentMust
• PyTorch or TensorFlow framework proficiencyMust
• Strong analytical and problem-solving skillsMust
• Deep technical knowledge in machine learning algorithms and systemsMust
• Remote work with secure computer and high-speed internet setupMust

What you'll do

• Assess technical accuracy and feasibility of ML tasks
• Evaluate whether ML tasks are reproducible and solvable
• Review data pipeline design and identify flaws
• Audit model training workflows and identify inefficiencies
• Analyze algorithmic logic for correctness and errors
• Provide actionable technical feedback on identified issues
• Evaluate test design and validation criteria reliability
• Rigorous testing and troubleshooting of complex technical scenarios

About the role

> Project Overview We are sourcing experienced technical specialists in Machine Learning to audit tasks used to train and evaluate AI systems. The objective of this project is to ensure that AI training workflows and tasks are technically rigorous, practical, and highly accurate within your specific area of expertise. Project Deliverables & Scope • Task Evaluation: Assess whether machine learning tasks are technically accurate, realistic, solvable, reproducible, and supported by reliable tests and evaluation criteria. • Technical Auditing & Feedback: Provide clear, actionable feedback on any identified data pipeline flaws, model training inefficiencies, or algorithmic logic errors within the tasks. Required Expertise • Demonstrable professional experience and deep technical knowledge in Machine Learning (including model development, data preprocessing pipelines, and ML frameworks like PyTorch or TensorFlow). (Note: Candidates will be considered for one specialty based on their experience; expertise across other domains is not required). • Strong analytical and problem-solving skills to rigorously test, troubleshoot, and evaluate complex technical scenarios. We offer a pay range of $70 - $100per hour, with the exact rate determined after evaluating your experience, expertise, and geographic location. Final offer amounts may vary from the pay range listed above. As a contractor you’ll supply a secure computer and high‑speed internet; company‑sponsored benefits such as health insurance and PTO do not apply. Employment type: Freelance Contract Workplace type: Remote Originally posted on Himalayas