
Software Innovation Leader
1 day ago
Job Description:
As a Senior Software Engineer, you will play a key role in driving the design, optimization, and scaling of our inference systems. You will build systems for optimized inference serving of well-known open-source models, develop novel techniques for serving custom models, and scale the platform to handle millions of users across the globe.
Key Responsibilities:
- Design and implement a distributed inference platform for serving large language models.
- Optimize runtime and infrastructure layers of the inference stack for best model performance.
- Build native cross-platform inference support across NVIDIA and AMD GPUs for various model architectures.
- Contribute to open-source inference engines to improve their performance on our cloud.
- Develop tooling and observability to monitor system health and build auto-tuning capabilities.
- Create benchmarking frameworks to test model serving performance and guide system and infrastructure tuning efforts.
- Mentor engineers on inference systems, GPU infrastructure, and distributed inference best practices.
Requirements:
- Bachelor's or Master's in Computer Science, Electrical Engineering, or a related field.
- Experience building distributed systems with Kubernetes, gRPC, GoLang, Python.
- Experience with GPU programming using CUDA, ROCm.
- Experience with L3-L7 network protocols, block storage, object storage.
- Experience with building multi-tenant systems - identity management, tenant isolation, etc.
- Proven track record defining and achieving performance KPIs (latency, throughput, cost).
Benefits:
- A dynamic team dedicated to revolutionizing cloud computing and AI.
- Career development opportunities, including reimbursement for relevant conferences, training, and education.
- A competitive array of benefits to support your well-being, including flexible time off policy, Employee Assistance Program, and local employee meetups.
- A bonus structure based on company and individual performance, as well as equity compensation for eligible employees.
- A commitment to diversity and inclusion, recognizing that a diverse team builds stronger products to serve our customers.
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