HPC Expert – Clear ML & Confidential Computing

EMRIOM SOLUTIONS

Bengaluru, Karnataka, India

Experience: 10+ Years

Level: EXP

Key Responsibilities



Administer ClearML Server, ClearML Agents, execution queues, projects, users, roles, experiment tracking, pipelines, datasets, artifacts, and model registry.

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Configure ClearML Agents on CPU and GPU worker nodes and integrate them with Slurm, PBS Professional, Kubernetes, or equivalent HPC execution platforms.

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Support GPU-based AI/ML workloads using NVIDIA drivers, CUDA, NCCL, UCX, and containerized environments.

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Maintain secure container execution using Apptainer/Singularity, Docker, Enroot, Pyxis, or Kubernetes.

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Implement confidential-computing controls using technologies such as AMD SEV-SNP, Intel TDX, NVIDIA Confidential Computing, Secure Boot, TPM, and remote attestation where supported.

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Integrate authentication, RBAC, TLS certificates, secrets management, and audit controls for ClearML and confidential workloads.

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Monitor ClearML services, agents, queues, GPU utilization, task failures, scheduler integration, and platform health.

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Automate deployment, configuration, monitoring, and troubleshooting using Python, Bash, Ansible, and Git.

Essential Skills

Strong Linux administration: RHEL, SLES, Rocky Linux, or Ubuntu.

Hands-on ClearML administration or strong experience with a comparable MLOps platform.

Experience with HPC schedulers: Slurm, PBS Professional, or LSF.

GPU platform knowledge: NVIDIA drivers, CUDA, GPU monitoring, distributed training basics.

Containers: Apptainer/Singularity, Docker, Enroot, Pyxis, or Kubernetes.

Scripting and automation: Python, Bash, Ansible, Git.

Security fundamentals: RBAC, IAM, TLS, certificates, secrets management, secure boot, and audit logging.

Understanding of confidential-computing concepts: TEE, encrypted memory, TPM, remote attestation, AMD SEV-SNP, Intel TDX, or equivalent technologies.

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