Antino Labs - Senior DevOps Engineer
Antino Labs
Roles & responsibilities : - Deploy and manage ML/LLM models (<20B parameters) in production environments.- Design and execute model load testing and performance benchmarking (latency, throughput, memory, cost).- Build and optimize multi-node, multi-GPU training pipelines.- Configure and tune distributed training frameworks (data parallelism, model parallelism, pipeline parallelism).- Optimize GPU utilization, memory footprint, and inference costs.- Set up CI/CD pipelines for model deployment and retraining.- Troubleshoot GPU, networking, and performance bottlenecks.- Work across cloud platforms to ensure portability and vendor-agnostic deployments.Skill Sets : - Strong experience with GPU workloads (NVIDIA GPUs, CUDA concepts).- Proven expertise in model deployment on AWS, Azure, and GCP.- Hands-on experience deploying models up to 20B parameters.- Experience with distributed training (multi-node, multi-GPU setups).- Deep understanding of load testing, stress testing, and benchmarking ML systems. (ref:hirist.tech)
Vacancy posted 2 days ago
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