Note: The job is a remote job and is open to candidates in USA. NVIDIA is a leader in computer graphics and AI technology, seeking a Senior Software Engineer for large-scale compute analysis. The role involves analyzing datacenter workloads, applying machine learning techniques, and collaborating with engineers to improve platform performance.
Responsibilities
- Analyze large-scale workloads and infrastructure signals to find application and platform improvement opportunities
- Work with high-dimensional data: spot trends, tie changes to known events, summarize conclusions, and communicate results to engineers and leadership
- Partner with the team to clarify questions, scope analyses, and document methods so others can extend your work
- Build and maintain practical visualizations and lightweight implementations (e.g. ML/DL for classification/prediction) inside existing software workflows
Skills
- 5+ years analyzing complex datasets, debugging data issues, and communicating trends clearly
- BS or MS in Engineering, Mathematics, Physics, Computer Science, or equivalent experience
- Strong Python and JavaScript
- Comfortable being responsible for an analysis end-to-end
- Hands-on use of telemetry / observability stacks (e.g. Grafana, Elasticsearch, Splunk)
- Shown grasp of core ML concepts; quick learner; strong analytical and problem-solving skills
- Collaboration and communication
- TensorFlow or PyTorch
- Linux and HPC / large-scale or performance-sensitive environments
- Experience visualizing high-dimensional problems
- Diligent, action-biased analysis style
Benefits
- Health care coverage
- Dental and vision
- 401(K), including company matching and after tax contributions
- Employee Stock Purchase Program (ESPP)
- Employee Assistance Program (EAP)
- Company paid holidays
- Paid sick leave
- Vacation leave
- Professional time off
- Life and disability protection
- Equity
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