MTS - AI / MLOps
Pure StorageResponsibilities
- Design and automate complete MLOps pipelines for data ingestion, training, and inference.
- Build repeatable AI/ML reference architectures using Ansible or Terraform across bare metal, virtual machines, and GPU-accelerated Kubernetes clusters.
- Architect and implement high-throughput, low-latency GPU inference and model-serving solutions for large language models.
- Develop GPU-enabled MLOps labs, technical documentation, and live demonstrations for sales, field engineering teams, and strategic partners.
- Collaborate with Data Scientists and Product Management to shape AI platform integration strategy and future product roadmaps.
- Integrate Pure Storage FlashBlade, FlashArray, and Portworx into AI/ML environments as the high-performance data plane.
Requirements
- Expert-level Python skills for data science and MLOps, including pandas and NumPy.
- Hands-on experience designing and automating MLOps workflows with tools such as Kubeflow, MLflow, Vertex AI, or SageMaker.
- Proficiency with infrastructure-as-code tools such as Terraform or Ansible.
- Experience with deep learning frameworks, particularly PyTorch, including distributed training and model handling.
- Strong knowledge of GPU computing, CUDA, NVIDIA Triton Inference Server, and Kubernetes GPU resource management.
- Understanding of high-performance data-center infrastructure, RoCE, 100GbE, high-performance S3, and parallel file systems.
- Knowledge of model optimization techniques such as quantization, model sharding, and dynamic batching.
Benefits
- Primarily in-office work is expected from the assigned office location, with exceptions for paid time off, work travel, or approved leave.
- Flexible time off, wellness resources, and company-sponsored team events are offered.
- The company provides growth opportunities, employee resource groups, inclusive leadership initiatives, and an inclusive workplace.
- Accommodations are available for candidates with disabilities during the hiring process.
Tech Stack
Categories
About Pure Storage
Pure Storage (NYSE: PSTG) uncomplicates data storage, forever. Pure delivers a cloud experience that empowers every organization to get the most from their data while reducing the complexity and expense of managing the infrastructure behind it. Pure’s commitment to providing true storage as-a-service gives customers the agility to meet changing data needs at speed and scale, whether they are deploying traditional workloads, modern applications, containers, or more. Pure believes it can make a significant impact in reducing data center emissions worldwide through its environmental sustainability efforts, including designing products and solutions that enable customers to reduce their carbon and energy footprint. And with a certified customer satisfaction score in the top one percent of B2B companies, Pure's ever-expanding list of customers are among the happiest in the world. For more information, visit www.purestorage.com.