Senior Deep Learning Infrastructure Engineer — Remote

Placements24; Upington; Híbrido; ZAR 1 200 000 - 1 800 000; Tempo integral

Vantagens oferecidas por esta oferta de emprego

Health insurance

Home office budget

Equipment provided

Professional development

Flexible hours

Remote work

Stock options

Team events

Resumo da oferta

Placements24 is seeking a Senior AI Software Engineer specializing in Deep Learning Infrastructure to join our fully remote team. You will design, build, and optimize scalable ML infrastructure, enabling researchers to train large models efficiently.

The ideal candidate has 5+ years in distributed systems, strong Python and C++, experience with TensorFlow/PyTorch/JAX, containers, Kubernetes, and cloud ML services. You will collaborate across time zones to deliver robust, secure ML platforms.

Qualificações

• Bachelor's or Master's degree in Computer Science, Software Engineering, or a related field.
• 5+ years of software engineering with a focus on distributed systems or ML infrastructure.
• Strong Python and proficiency in C++ programming.
• Experience with DL frameworks such as TensorFlow, PyTorch, or JAX.
• Hands-on experience with Docker and Kubernetes.
• Familiarity with cloud ML services (AWS, GCP, Azure) and MLOps concepts.

Responsabilidades

• Design, develop, and maintain scalable deep learning infrastructure.
• Optimize resources for training and inference of large-scale models.
• Implement and manage distributed training frameworks (Horovod, TensorFlow distributed).
• Develop containerization (Docker) and orchestration (Kubernetes) for ML workloads.
• Collaborate with researchers/engineers to understand infrastructure needs.
• Apply MLOps best practices including CI/CD, monitoring, and logging.

Conhecimentos

Python

C++

Distributed systems

ML infrastructure

TensorFlow

PyTorch

JAX

Docker

Kubernetes

MLOps

Formação académica

Bachelor's or Master's in CS/SE

Ferramentas

Docker

Kubernetes

Horovod

Descrição da oferta de emprego

Placements24 is seeking a Senior AI Software Engineer specializing in Deep Learning Infrastructure to join our fully remote team. You will design, build, and optimize scalable ML infrastructure, enabling researchers to train large models efficiently.

The ideal candidate has 5+ years in distributed systems, strong Python and C++, experience with TensorFlow/PyTorch/JAX, containers, Kubernetes, and cloud ML services. You will collaborate across time zones to deliver robust, secure ML platforms.