Мэтч & Сопровод
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Описание вакансии
TL;DR
Lead Software Engineer (AI): Building a first-class observability and root-cause analysis system for GPU fabrics with an accent on high-volume telemetry ingestion, topology modeling, and real-time failure diagnosis. Focus on solving complex distributed systems challenges at the boundary of networking and inference software to ensure reliability for large-scale AI model deployment.
Location: Must be based in or able to work from San Francisco (Hybrid)
Salary: $200,000 – $380,000
Company
Baseten powers mission-critical inference for the world's most dynamic AI companies by uniting applied AI research, flexible infrastructure, and seamless developer tooling.
What you will do
- Own the architecture for GPU fabric observability and root-cause analysis.
- Build telemetry pipelines across switches, NICs, hosts, GPUs, Kubernetes, and inference services.
- Model topology, flow paths, and failure domains to isolate system faults.
- Differentiate between fabric, host, NIC, GPU, kernel, driver, and workload failures.
- Create actionable operator workflows for triage, remediation, and post-incident learning.
Requirements
- Staff-level or senior staff-level experience building production infrastructure software.
- Strong background in distributed systems, specifically streaming, telemetry, or control-plane software.
- Experience processing high-volume, high-cardinality, noisy operational data.
- Deep understanding of networking fundamentals and high-performance networks.
- Ability to work with low-level infrastructure signals to build anomaly detection systems.
Culture & Benefits
- Competitive compensation with meaningful equity grants.
- 100% coverage of medical, dental, and vision insurance for employees and dependents.
- Flexible PTO policy including a company-wide Winter Break.
- Paid parental leave and fertility/family-building stipends.
- Company-facilitated 401(k) plan.
- Exposure to a variety of ML startups and networking opportunities.
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