Senior Performance Optimization Engineer
2 months ago
We are seeking a highly skilled Senior Performance Optimization Engineer to join our AI Applications organization at NVIDIA. As a key member of our team, you will be responsible for optimizing the performance of our distributed cloud native accelerated video analytics applications.
Our team is building cutting-edge distributed cloud native accelerated real-time video streaming AI inference and video analytics platforms running on the Edge and cloud in a Kubernetes environment as part of the Metropolis ecosystem. As a Senior Performance Optimization Engineer, you will work closely with our Application teams to understand the architecture, profile, identify bottlenecks, and optimize our applications.
You will have a deep understanding of application resource utilization characteristics across CPU, GPU, and network accelerators. A good understanding of distributed systems performance is essential to scale our applications across multiple CPU and GPU nodes.
Key Responsibilities:- Collect data and information on the applications you wish to optimize
- Identify areas for improvement and develop strategies to bring about positive changes
- Plan, enable, and drive performance initiatives across our Cloud Native application teams
- Review, develop, deploy, and manage tools and strategies to systematically run performance experiments
- Collect and organize performance data and share with key partners
- Work closely with application teams to understand application resource utilization characteristics
- Identify performance issues through profiling of the various components
- Learn and have a good understanding of various accelerators in the system for an application workload and recommend E2E performance optimizations relative to capabilities of the system
- Assist developers and product teams on best accelerators and systems for E2E system performance
- Improve and standardize performance measurement processes across our applications and GPU systems
- Work closely with GPU cloud native teams at NVIDIA to deploy the latest and most optimal GPU resource sharing strategies for our applications in a Kubernetes environment
- Masters degree or PhD in Computer Science or a related field, or equivalent experience
- 15+ years of experience in optimizing system design, complexity analysis, software design in Unix/Linux systems, performance, and application issues
- Experience in real-time streaming AI inference systems
- A history of working on distributed accelerated systems and solving sophisticated performance problems
- Deep hands-on experience with Distributed systems based on Kubernetes
- Experience with on-prem and cloud systems and ability to work with partners across multiple teams
- Experience using and handling and optimizing modern Cloud and container-based Enterprise computing architectures
- Strong verbal and written communication and teamwork skills
- Ability to multitask effectively in a multifaceted environment and action-driven with strong analytical skills
- Background with real-time computer vision AI inference and/or Analytics platforms
- Experience in application issues, algorithms, and data structures
- Understanding of the functioning of AI services, deep learning, and AI
- Exposure to scheduling and resource management systems
- Knowledge of GPU programming such as OpenCL or CUDA and knowledge of Multi-node GPU setups, GPU clusters, or Cloud computing
NVIDIA is a leader in groundbreaking developments in Artificial Intelligence, High-Performance Computing, and Visualization. Our work opens new universes to explore, enables outstanding creativity and discovery, and powers what were once science fiction inventions from artificial intelligence to autonomous cars.
We are looking for phenomenal people like you to help us accelerate the next wave of artificial intelligence. Widely considered to be one of the technology world's most desirable employers, we have some of the most forward-thinking and hardworking people in the world working for us. If you're creative and passionate about new technologies, we want you on our team.
The base salary range is $272,000 USD - $419,750 USD. Your base salary will be determined based on your location, experience, and the pay of employees in similar positions. You will also be eligible for equity and benefits.
NVIDIA is committed to fostering a diverse work environment and proud to be an equal opportunity employer. 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.
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