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

Invisible Technologies; United States; Remote; USD 68,000 - 97,000; Full time

Job summary

Meridial is seeking an experienced Machine Learning Task Auditor to vet AI training tasks for accuracy, reproducibility, and realistic expectations. This freelance role requires deep technical knowledge of ML pipelines, data preprocessing, and evaluation criteria, with hands-on experience in PyTorch or TensorFlow.

You will provide actionable feedback on data pipelines and model training workflows, working remotely on a contract basis.

Qualifications

• Proven experience in machine learning model development and evaluation.
• Deep knowledge of ML frameworks (PyTorch or TensorFlow).
• Strong analytical and problem-solving skills for rigorous testing.

Responsibilities

• Audit ML tasks for accuracy, realism, solvability, and test coverage.
• Provide actionable feedback on data pipelines and training workflows.

Skills

Machine Learning

PyTorch

TensorFlow

Data preprocessing

Analytical thinking

Tools

PyTorch

TensorFlow

Job description

Job Application for Machine Learning (ML) AI Task Auditor - Freelance AI Trainer Project at Meridial

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 rate of $60 per hour, with the exact rate determined after evaluating your experience, expertise, and geographic location. 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