Remote Deep Learning Engineer: Distributed Training Expert

BairesDev

Montes de María

A distancia

COP 374.895.000 - 562.342.000

Jornada completa

Hace 4 días
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Ventajas ofrecidas por este puesto de trabajo

Remote work
Competitive USD salary
Hardware provided
Flexible hours
Paid parental leave
Multinational team
Growth opportunities

Descripción de la vacante

BairesDev is seeking a Deep Learning Engineer (Distributed) to lead the development and optimization of large-scale model training across multi-GPU and multi-node environments. You will focus on maximizing throughput and scalability while ensuring models train efficiently on high-performance compute clusters.

This role is 100% remote with excellent USD compensation or local currency, flexible hours, and a supportive, multinational team.

Formación

  • 4+ years of experience in ML engineering or distributed systems.
  • Expertise with PyTorch distributed training frameworks (DDP, FSDP, DeepSpeed).
  • Familiarity with CUDA and Nvidia profiling tools (Nsight).
  • Experience with performance optimization using Triton or TensorRT.
  • Excellent command of English.

Responsabilidades

  • Design and implement distributed training pipelines using PyTorch DDP, FSDP, and DeepSpeed.
  • Optimize model performance with mixed-precision training and sharding.
  • Profile and resolve bottlenecks with Nsight and related tools.
  • Develop optimized kernels with Triton/TensorRT for speed.
  • Collaborate with research and systems teams on distributed state and checkpoints.

Conocimientos

PyTorch DDP/DeepSpeed
Distributed systems
CUDA/Nsight
Triton/TensorRT
English proficiency

Herramientas

CUDA toolkit

Descripción del empleo

BairesDev is seeking a Deep Learning Engineer (Distributed) to lead the development and optimization of large-scale model training across multi-GPU and multi-node environments. You will focus on maximizing throughput and scalability while ensuring models train efficiently on high-performance compute clusters.

This role is 100% remote with excellent USD compensation or local currency, flexible hours, and a supportive, multinational team.

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