AWS Trainium/NKI (TRN) AI Task Auditor - Freelance AI Trainer Project

Meridial; United States; Remote; USD 96,000 - 138,000; Part time

Job summary

Meridial is seeking a freelance contractor to audit AWS Trainium tasks and Neuron Kernel Interface (NKI) pipelines. You will evaluate accuracy, realism, solvability, and reproducibility; provide actionable feedback on hardware acceleration issues and kernel bugs.

This remote role offers hourly pay with final offers based on experience and geographic location. All work is conducted on a freelance basis, with no company-sponsored benefits.

Qualifications

• Demonstrable professional experience and deep technical knowledge in AWS Trainium architecture, including model compilation, accelerator optimization, and NKI frameworks.
• Strong analytical and problem-solving skills to rigorously test, troubleshoot, and evaluate complex technical scenarios.

Responsibilities

• Task Evaluation: Assess whether AWS Trainium/NKI tasks are technically accurate, realistic, solvable, reproducible, and supported by reliable tests and evaluation criteria.
• Technical Auditing & Feedback: Provide clear, actionable feedback on hardware acceleration inefficiencies, kernel execution bugs, or logic errors within the tasks.

Skills

AWS Trainium architecture

Analytical skills

Job description

Project Overview

We are sourcing experienced technical specialists in AWS Trainium and Neuron Kernel Interface (NKI) 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 AWS Trainium/NKI 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 hardware acceleration inefficiencies, kernel execution bugs, or logic errors within the tasks.

Required Expertise

• Demonstrable professional experience and deep technical knowledge in AWS Trainium architecture (including model compilation, accelerator optimization, and NKI frameworks). (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