High Performance Computing( Pan India)

2 weeks ago

Aurangabad, Maharashtra, India Tata Consultancy Services Full time

Greetings from TCS

Job Title: High Performance Computing

Loction : Pan India

Experience Range: 8 - 10 Years

Minimum Qualification: 15 years of full-time education

Job description

Design Build & Support

  • Assessment of Current AI INFRA requirement and future growth
  • Design ,Deploy support AI infra to suit the business requirements includes CPU\GPU \Middleware\orchestration tool.
  • PFS\NFS Configuration and management
  • Libraries\Compilers Installation & Configuration
  • Deployment and management of monitoring & Observabilities tools for AI lcuster
  • Network Management & troubleshooting of

InfiniBand \ROCE switches \UFM \NETQ \tools.

  • Nvidia GPU Management ,Cuda tool kit support.
  • Knowledge in Cloud Infra Management AWS\GCP
  • Cloud Bursting Technique.
  • Kubernetes Installation & configuration

Skills

  • Operating systems: Linux: RHEL, CentOS, SuSE,
  • Languages: C, C++, bash, Python
  • Schedulers & Resource Management : PBS , SLURM, Grid Engine, LSF
  • Cluster management : xCAT, Bright Cluster Manager, War wolf
  • Monitoring: Grafana, Nagios, Zabbix, Gangalia
  • Compilers & Libraries : GNU, Intel, OpenMPI, Cuda, MPI
  • Networking : InfiniBand/ ROCE/UFM/Ethernet/DPU

Connectix,

  • Parallel File System : GPFS, Lustre, Weka.,BeeGFS,VAST
  • Benchmarking tools : IOR ,Lim pack
  • Nvidia Stack : Nvidia AI Enterprise, RunAi
  • Configuration & Troubleshooting PFS like Lustre\GPFS\WEKA
  • Job scheduler Installation configuration & troubleshooting
  • Root Cause Analysis of Cluster issues.
  • Performance benchmarking of Cluster
  • Basic knowledge of parallel programming – OpenMPI, MPI
  • Knowledge In GPU orchestration \MIG Instance creation
  • Scripting and automation – bash, Perl, Python
  • Advanced Linux OS debugging skills

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