AI Benchmarking and Telemetry Engineer

🕒 vor 4 Monaten

🏄 California, Texas, +1 weitere Bundesländer – Remote

🏄 California – Remote 🤠 Texas – Remote ⚔️ Virginia – Remote

💵 $184.000 - $287.500 / Jahr

⏰ Vollzeit

🟠 Senior

🔴 Experte

🤖 Künstliche Intelligenz

🦅 H1B-Visum-Sponsor

Dieses Unternehmen hat in der Vergangenheit H1B-Visa gesponsert.

Jetzt Bewerben

Ähnliche Remote-Jobs finden

E-Mails für Remote-Jobs erhalten

📊 Überprüfen Sie Ihre Lebenslauf-Bewertung für diese Stelle

Verbessern Sie Ihre Chancen auf ein Vorstellungsgespräch, indem Sie Ihre Lebenslauf-Bewertung vor der Bewerbung überprüfen.

Lebenslauf hochladen

NVIDIA

WebsiteLinkedInAlle Stellen

10.000+ Mitarbeiter

Gegründet 1993

🤖 Künstliche Intelligenz

🎮 Gaming

Artificial Intelligence • Gaming • Automotive

NVIDIA ist ein führendes Technologieunternehmen mit Spezialisierung auf beschleunigtes Computing und Künstliche Intelligenz (AI). NVIDIA treibt Fortschritte bei Grafikprozessoren (GPUs), Cloud Computing, Rechenzentren und Virtual Reality voran und fokussiert dabei Branchen wie Gaming, Automotive, Gesundheitswesen und Robotik. Innovationen des Unternehmens wie NVIDIA Omniverse transformieren traditionelle digitale Prozesse, indem sie hochrealistische Simulationen und Rendering-Aufgaben ermöglichen. Die Anwendungen erstrecken sich über zahlreiche Branchen – von autonomen Fahrzeugen mit NVIDIA DRIVE über Gesundheitslösungen mit NVIDIA Clara bis hin zu AI-gestützten Analysen und Workflows.

Beschreibung

• Formulate benchmarking methods for high-performance computing and AI tasks. • Perform and bring these methods to completion on large-scale GPU clusters. • Assess performance metrics to detect optimization opportunities and upgrade architecture. • Develop and maintain telemetry infrastructure to capture performance data. • Collaborate closely with hardware engineering, software development, and customer-facing teams to define performance requirements, fix bottlenecks, and validate configurations against real-world workloads. • Deploy and manage observability stacks including monitoring tools like Prometheus, visualization platforms such as Grafana, NVIDIA's DCGM, and custom telemetry solutions to provide actionable insights into cluster health, utilization, and performance trends. • Work directly with engineering and collaborate with internal partners to understand their performance requirements, conduct on-site benchmarking engagements, and deliver detailed analysis and recommendations for workload optimization. • Maintain extensive knowledge of industry-standard benchmarks in advanced computing and machine learning fields such as HPL, HPCG, MLPerf, and NCCL tests. • Contribute to developing new benchmarking methodologies for emerging workloads.

🎯 Anforderungen

• Bachelor's degree in Computer Science, Electrical Engineering, Computer Engineering, or a related field (or equivalent experience). • 8+ years of direct experience working with HPC and/or AI infrastructure, including cluster deployment, performance analysis, and benchmarking. • Deep expertise in Linux system administration, including kernel tuning, process scheduling, storage I/O optimization, and solving performance issues at scale. • Proven experience crafting and implementing telemetry and monitoring solutions for large-scale distributed systems, with proficiency in tools such as Prometheus, Grafana, DCGM, collectd, or similar observability platforms. • Solid grasp of GPU architectures, CUDA programming principles, and GPU performance traits in high-performance computing and artificial intelligence workloads. • Familiarity with job schedulers (Slurm, PBS, LSF) and container orchestration platforms (Kubernetes, Docker) in HPC/AI environments. • Proficiency in Python, Bash, and other scripting languages for automation, data analysis, and workflow orchestration. • Excellent analytical and problem-solving skills with the ability to interpret complex performance data and communicate findings to both technical and non-technical audiences.

🏖️ Vorteile

• Competitive salaries • Equity and benefits