Senior Software Engineer, At Scale Compute Analysis
$152k - $242k • Remote • US, CA, Santa Clara
Posted 6d ago
Job Location
US, CA, Santa Clara
Tech Stack
Remote Work Policy
Fully remote
Categories
Machine Learning Engineer
About the job
Join a team that analyzes large-scale datacenter workloads on GPU-accelerated clusters. You will transform telemetry and workload data into clear findings and visuals, partnering with OS, container, GPU, and systems engineers. When useful, you will apply machine learning and deep learning techniques for categorization and forecasting, coordinating these into tools the team uses. This role involves analyzing signals to identify opportunities for application and platform improvements, working with high-dimensional data to spot trends, and communicating conclusions to engineers and leadership.
Responsibilities
- Analyze large-scale workloads and infrastructure signals to find application and platform improvement opportunities.
- Work with high-dimensional data to spot trends, tie changes to known events, summarize conclusions, and communicate results.
- Partner with the team to clarify questions, scope analyses, and document methods.
- Build and maintain practical visualizations and lightweight implementations (e.g., ML/DL for classification/prediction) within existing software workflows.
Requirements
- 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 skills.
- Comfortable taking responsibility for an analysis end-to-end.
- Hands-on experience with telemetry/observability stacks (e.g., Grafana, Elasticsearch, Splunk).
- Demonstrated understanding of core ML concepts.
- Quick learner with strong analytical and problem-solving skills.
- Excellent collaboration and communication skills.
Benefits
- Health care coverage
- Dental and vision insurance
- 401(K) with 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
- Benefits package