Aartificial intelligence, AIOps, Data science techniques, High performance computing- HPC, IT, Leadership Skill, Machine learning techniques
As an AI technical program manager in NVIDIA's AI4DC team, you will be at the forefront of revolutionizing datacenter operations through AI. Join our team of expert data scientists in this innovative and collaborative environment, driving significant advancements in AI and ML. Most of our product are inbound. Over the last two decades, GPU acceleration became the standard for scientific computing, with the fastest supercomputers in the world combining CPUs and GPUs. The emergence of Generative AI has created the larger GPU datacenters ever, creating the strongest ever supercomputers.
These datacenters are sophisticated and thus challenging to operate. Yet, as an analogy from autonomous vehicle industry, we strive to automate it as much as possible. Therefore, today we are building an outstanding data scientist team to tackle these challenges. The emerging field of Artificial Intelligence for IT operations (AIOps https://arxiv.org/pdf/2304.04661.pdf) strives to apply AI with the big data generated by IT Operations processes, particularly in cloud infrastructures, to provide practical insights with the primary goal of improving availability. There are a wide variety of problems to address, and multiple use-cases, where AI capabilities can be used to improve operational efficiency. We categorize the key AIOps tasks as - incident detection (e.g. via Anomaly Detection), failure prediction, root cause analysis and automated actions.
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NVIDIA is committed to encouraging a diverse work environment and proud to be an equal opportunity employer. As we highly value diversity in our current and future employees, we do not discriminate (including in our hiring and promotion practices) on the basis of race, religion, color, national origin, gender, gender expression, sexual orientation, age, marital status, veteran status, disability status or any other characteristic protected by law.
NVIDIA’s invention of the GPU sparked the PC gaming market. The company’s pioneering work in accelerated computing—a supercharged form of computing at the intersection of computer graphics, high performance computing and AI—is reshaping trillion-dollar industries, such as transportation, healthcare and manufacturing, and fueling the growth of many others.
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