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Mirage

Research Engineer, LLMs

Mirage
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25 days ago
New York, NY, USAMid Level / Senior

Base Salary

$175k - $275k/yr

Responsibilities

  • Build pipelines for large-scale LLM training and fine-tuning.
  • Optimize training and inference performance.
  • Implement distributed systems for scalable experimentation.
  • Improve latency, throughput, and cost efficiency for multimodal inputs.
  • Support deployment of LLM systems into production environments.
  • Develop tools for evaluation, monitoring, and iteration.

Requirements

  • 2+ years of professional industry experience.
  • Strong experience with large-scale ML systems.
  • Proficiency in PyTorch, CUDA, Triton, and distributed training.
  • Experience optimizing LLM training or inference.
  • Strong systems intuition regarding memory, compute, and throughput tradeoffs.
  • Ability to bridge research and production.
  • Strong software engineering and debugging skills.

Benefits

  • Comprehensive medical, dental, and vision plans.
  • 401K with employer match.
  • Commuter Benefits.
  • Catered lunch multiple days per week.
  • Dinner stipend for late work hours.
  • Grubhub subscription.
  • Health & Wellness Perks.
  • Multiple team offsites per year with monthly team events.
  • Generous PTO policy.

Tech Stack

PyTorch

Categories

AI & MLData Engineering