Senior Deep Learning Infrastructure Architect

Placements24; África do Sul; Presencial; ZAR 1 800 000 - 3 200 000; Tempo integral

Vantagens oferecidas por esta oferta de emprego

Competitive salary

Bonus opportunities

Comprehensive health and retirement

Paid time off

Resumo da oferta

Placements24 seeks a Senior Deep Learning Architect to lead the design and optimization of high-performance AI infrastructure in Pretoria. You will shape scalable pipelines, cluster management, and resource scheduling to empower cutting-edge models.

The role requires deep expertise in DL frameworks, container orchestration, and cloud services across AWS/Azure/GCP. You will drive CI/CD for AI workloads and ensure security and reliability across platforms.

Qualificações

• Master's or PhD in CS/EE with focus on systems or AI.
• 6+ years building large-scale distributed systems; 3+ years AI/ML infra.
• Expertise in TensorFlow, PyTorch, or Keras.
• Experience with Docker, Kubernetes and orchestration.
• Experience with AWS, Azure, or GCP for ML workloads.
• Strong Python, Go, or C++ programming.
• Knowledge of networking, storage, compute architectures.
• Excellent problem-solving and teamwork.
• ML monitoring/observability is a plus.

Responsabilidades

• Design scalable DL infrastructure, including cluster management, job scheduling, and resource allocation.
• Optimize training and inference pipelines on GPUs/TPUs using state-of-the-art hardware.
• Develop and maintain CI/CD pipelines for AI models and infra components.
• Collaborate with researchers to understand infrastructure needs.
• Evaluate and integrate new technologies and tools to enhance DL capabilities.
• Troubleshoot and resolve performance and reliability issues within AI infra.
• Develop best practices and documentation for AI infrastructure management.
• Assist in hardware/software resource selection and procurement for AI workloads.
• Ensure security and compliance of the AI infrastructure.

Conhecimentos

TensorFlow

PyTorch

Keras

Python

Go

C++

Distributed systems

Cloud platforms

AI/ML infra

Problem-solving

Teamwork

ML monitoring

Formação académica

Master's degree in CS/EE

PhD in CS/EE

Ferramentas

Docker

Kubernetes

Descrição da oferta de emprego

Placements24 seeks a Senior Deep Learning Architect to lead the design and optimization of high-performance AI infrastructure in Pretoria. You will shape scalable pipelines, cluster management, and resource scheduling to empower cutting-edge models.

The role requires deep expertise in DL frameworks, container orchestration, and cloud services across AWS/Azure/GCP. You will drive CI/CD for AI workloads and ensure security and reliability across platforms.