Senior Data Scientist - DGX Cloud

4 days ago

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NVIDIA

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GPU-accelerated computing • artificial intelligence • deep learning • virtual reality • gaming

10,000+

Description

• Develop models to understand and predict how various failure rates of infrastructure and hardware systems affect total system efficiency and performance. • Take academic modeling theories and apply them to real world situations to optimize performance and make software feature development decisions. • Apply ML/AI techniques to solve and improve the productivity of GPUs in our data centers/ Develop frameworks for data ingestion and processing. • Extend our intelligent approaches to detect and to identify inconsistencies in data pipelines. • Develop scalable algorithms (for data processing and machine learning) to diagnose the root causes of errors. • Act as a link, working within and coordinating between multiple distributed teams for end-to-end feature delivery.

Requirements

• Bachelor's Degree in Computer Science, statistics or related field (or equivalent experience) • 12+ years of professional experience in software development and building successful production software systems • Proven ability in solving problems using machine learning algorithms and techniques (clustering, classification, outlier analysis, anomaly detection) and deep learning models (Neural Networks) • System design/architecture skills to build reliable data flows, combining analytical batch processing and low-latency services • Passion for efficient algorithms and data structures, advantages/limitations of using them in distributed environments

Benefits

• Eligible for equity and benefits