Remote Deep Learning Scientist: PyTorch & Distributed Training

BairesDev; Colombia; Presencial; COP 381.667.000 - 572.501.000; Jornada completa

Ventajas ofrecidas por este puesto de trabajo

Remote work

USD or local currency pay

Home setup provided

Flexible hours

Paid parental leave & holidays

Mentorship & growth opportunities

Descripción de la vacante

BairesDev, a global technology leader with 15+ years in delivering cutting-edge solutions, seeks a Deep Learning Scientist for a 100% remote role. You will design and implement advanced neural networks, translate research into high-performance models, and optimize training for large-scale distributed environments.

Join a diverse team pushing the boundaries of PyTorch development, collaborating with engineers to deploy production-ready systems while enjoying global mentorship and a flexible,

Formación

• 4+ years of experience in Deep Learning, Machine Learning, or a related research field.
• Mastery of Python and deep expertise in PyTorch for developing custom model architectures.
• Proven experience with distributed training and GPU optimization techniques at scale.
• Hands-on experience implementing mixed-precision training to improve computational efficiency.
• Solid understanding of large-scale model development and training optimization.
• Advanced proficiency in English.

Responsabilidades

• Design, develop, and refine custom deep learning model architectures for specialized tasks.
• Implement and optimize large-scale distributed training workflows across multiple GPU nodes.
• Apply mixed-precision training and other optimization techniques to improve computational efficiency.
• Enhance model performance through deep PyTorch expertise and custom operator development.
• Partner with engineering teams to integrate complex deep learning systems into production-ready infrastructure.
• Monitor and tune training dynamics to ensure the stability and convergence of large-scale models.

Conocimientos

Python

PyTorch

Distributed training

GPU optimization

Mixed-precision training

English

Descripción del empleo

BairesDev, a global technology leader with 15+ years in delivering cutting-edge solutions, seeks a Deep Learning Scientist for a 100% remote role. You will design and implement advanced neural networks, translate research into high-performance models, and optimize training for large-scale distributed environments.

Join a diverse team pushing the boundaries of PyTorch development, collaborating with engineers to deploy production-ready systems while enjoying global mentorship and a flexible,