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Software Developer 3

Software Developer 3

Oracle

3 - 5 years

0 Lacs

india

Posted:15 hours ago| Platform: Foundit logo

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Skills Required

ai ml frameworks benchmarking troubleshooting

Work Mode

On-site

Job Type

Full Time

Job Description

Basic Qualifications:

. BS or MS degree in CS or related engineering or science field with 3+ years of relevant experience

. Experience with benchmarking and troubleshooting or optimizing performance of a system.

. Experience with coding, scripting, and automation.

. Background in Networking.

. General Linux skills.

. Demonstrated ability to lead complex projects, independently resolve ambiguity, collaborate with stakeholders across teams, and communicate effectively.

Desired qualifications:

. Experience working on clusters, e.g., running HPC/AI workloads, or maintaining an HPC/AI system.

. Experience troubleshooting or tuning performance on distributed systems.

. Familiarity with elements of the AI/HPC software stack such as job schedulers (e.g., Slurm) NCCL, RCCL, or MPI or ML frameworks.

. Experience with RDMA Networking, i.e., RoCE or Infiniband.

. Experience architecting or developing solutions on a public cloud platform.

Responsibilities

. Carry out performance studies on GPU clusters with focus on AIML workload performance, network performance and tuning.

. Design and code solutions for performance benchmarking.

. Troubleshoot performance problems on RDMA clusters and perform cluster performance validation, including on very novel and not fully understood systems.

. Document new tools and procedures to a high standard.

. Write whitepapers to disseminate findings of performance studies.

. Participate in architecture design and review, code review, and contribute to roadmap development.

. Mentor junior engineers.

. Participate in operational rotations.

Career Level - IC3

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Software Developer 3