Remote AWS Trainium & NKI AI Task Auditor — Contractor

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

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.