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AWS Trainium/NKI (TRN) AI Task Auditor

Meridial · 100% remote · Contract · Posted

Pay
$60/hr
Location
Worldwide
Languages
English
Hours
Flexible
Openings
Not listed
Level
Expert
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Summary

Audit AWS Trainium and NKI tasks for AI training and evaluation. Check accuracy, reproducibility, and tests, and report accelerator inefficiencies, kernel execution bugs, and logic errors.

What you'll do

  • Assess task accuracy, realism, solvability, and reproducibility.
  • Review supporting tests and evaluation criteria.
  • Identify hardware acceleration inefficiencies and kernel execution bugs.
  • Provide actionable feedback on technical and logic errors.

Requirements

  • Professional experience and deep technical knowledge in AWS Trainium architecture.
  • Expertise in model compilation, accelerator optimization, and NKI frameworks.
  • Strong analytical, troubleshooting, and problem-solving skills.
  • Supply a secure computer and high-speed internet.

Skills

  • AWS Trainium
  • Neuron Kernel Interface (NKI)
  • Model Compilation
  • Accelerator Optimization
  • Technical Auditing
  • Troubleshooting

Full 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 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

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