About the Role
Build the machine learning brain that keeps NVIDIA’s global DGX Cloud healthy, efficient and ready for AI breakthroughs. DGX Cloud fuses NVIDIA GPUs, NVLink networking and the full AI software stack into elastic infrastructure powering large language models, drug discovery, autonomous driving and climate science. Your models will turn billions of telemetry signals into predictive insight, enabling customers to innovate while the platform runs smarter.
Responsibilities
- Ground breaking and developing innovative machine learning algorithms and models that propel our AI products.
- Build production models for anomaly detection, predictive maintenance and usage optimization.
- Develop tools surfacing real time telemetry, efficiency metrics and long term trends.
- Develop forecasting and simulation models for global scale planning.
- Analyzing complex datasets to determine the best approach for model training and optimization.
- Translate findings into clear engineering actions with infrastructure, operations and product teams.
- Participating in cross-functional projects to integrate machine learning capabilities into various NVIDIA products.
Requirements
- 8+ years experience applying Machine Learning to operational systems.
- Proven track record of building and deploying Machine Learning models in production environments.
- Experience with time series analysis and optimization algorithms.
- Familiarity with distributed systems and cloud platforms such as AWS and Kubernetes.
- Strong software engineering skills and proficiency in Python.
- Effective verbal/written communication, and technical presentation skills.
- Experience with machine learning frameworks such as TensorFlow, PyTorch, or similar.
- A track record of delivering high-impact projects to compete in a fast-paced environment.
Skills
- Machine Learning
- Python
- TensorFlow
- PyTorch
- Time series analysis
- Optimization algorithms
- Distributed systems
- Cloud platforms
- AWS
- Kubernetes
- Software engineering
- Capacity planning
- GPU performance metrics
- Prometheus
- PromQL
Location
- Global
Work Type
- Full-time
Experience Level
- Senior
- 8+ years
Education Level
- Master's degree or PhD in Mathematics, Statistics, Machine Learning or related quantitative field (or equivalent experience).
Salary/Compensations
- 184,000 USD - 287,500 USD
Benefits
- Equity
- Benefits
About the Company
- DGX Cloud fuses NVIDIA GPUs, NVLink networking and the full AI software stack into elastic infrastructure powering large language models, drug discovery, autonomous driving and climate science.
- NVIDIA uses AI tools in its recruiting processes.
- NVIDIA is committed to fostering an inclusive work environment and proud to be an equal opportunity employer.
Equal Opportunity
- 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.
