Note: The job is a remote job and is open to candidates in USA. NVIDIA is a technology company focused on accelerated computing and artificial intelligence. The Senior Software Engineer will analyze large-scale datacenter workloads and GPU-accelerated infrastructure data, develop visualizations and lightweight analytical tools, and collaborate with engineering teams to identify platform improvements. The role may apply machine learning and deep learning techniques for workload categorization and forecasting.
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
Company Overview
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