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HPC Expert Clear ML & Confidential Computing

HPC Expert Clear ML & Confidential Computing

TriOptus
Fresher
Not Disclosed
  • Posted 9 hours ago
  • Be among the first 10 applicants

Job Description

Job Title: HPC Expert – ClearML & Confidential Computing

Duration: 1-year contract

Location: Bengaluru

Key Responsibilities

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

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

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

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

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

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

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

· 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.

More Info

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Key Skills

audit logging

ClearML

secrets management

UCX

NVIDIA drivers

Intel TDX

Singularity

Enroot

TLS certificates

AMD SEV-SNP

Apptainer

Pyxis

NCCL

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