Resumen del rol

Machine Learning Engineer

Requisitos y responsabilidades

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Responsibilities:

  • Design and implement scalable systems for serving deep learning and reinforcement learning models.
  • Optimize inference performance of deep learning and reinforcement learning models using techniques such as quantization, pruning, and distillation.
  • Utilize GPU computing to accelerate model training and inference.
  • Develop and deploy production workflows for training and serving machine learning models.
  • Collaborate with data scientists and software engineers to design and implement machine learning systems.
  • Monitor and improve the performance of machine learning models in production.
  • Stay up-to-date with the latest research and techniques in deep learning and reinforcement learning.

Qualifications:

  • Bachelor's or Master's degree in Computer Science, Electrical Engineering, or a related field.
  • 3+ years of experience in software engineering or machine learning engineering.
  • Strong programming skills in Python (C++ or Java a plus)
  • Experience with deep learning frameworks such as TensorFlow or PyTorch.
  • Experience with GPU programming using CUDA, OpenCL, or similar libraries.
  • Experience with distributed systems and cloud computing platforms such as Kubernetes, Docker, GCP, and AWS.

Preferred Qualifications:

  • Ph.D. in Computer Science, Electrical Engineering, or a related field.
  • 5+ years of experience in software engineering or machine learning engineering.
  • Experience with reinforcement learning algorithms and frameworks.
  • Experience with production deployment of machine learning models and implementation of APIs for big data.
  • Strong understanding of computer architecture and performance optimization.
  • Strong communication and collaboration skills.
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FocoMachine Learning EngineerÁrea del rol
Señal de senioritySeniorNivel del candidato
StackAWS, Docker, GCPSkills principales
Ubicación1 país aceptadoElegibilidad

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