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Plum Lending
AI & Machine Learning 1d ago

AWS Trainium & Neuron Kernel Interface (NKI) Technical Specialist (Freelance Contract)

Leading AI Training Platform
United StatesUnited States
Freelance
$70 - $100 per hour (varies based on experience, expertise, and location)
Senior-Level

Job Description

Key Skills Required

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Neuron Kernel Interface (NKI)AI EngineerTechnical AuditingAWS Trainium

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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.

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Plum Lending (operating at plumlending.com) is a commercial real estate finance platform engineered for modern lending operations. Founded in 2015 and headquartered in San Francisco, CA, Plum Lending revolutionizes commercial real estate lending by combining data science with traditional lending practices. The company offers Plum Infinity, an AI-powered platform that optimizes lending operations for financial institutions, enabling intelligent prospect reactivation and seamless system integrations. This allows commercial real estate owners and investors to protect and grow their wealth while streamlining lending workflows. Backed by leading investors, including SoftBank, Plum Lending is positioned at the intersection of technology and finance to drive efficiency and innovation in the commercial real estate sector.

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