04 Nov
|
TriOptus
|
Bengaluru
04 Nov
TriOptus
Bengaluru
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 Skilled, 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.
📌 HPC Expert Clear ML & Confidential Computing (Bengaluru)
🏢 TriOptus
📍 Bengaluru