Elevate AI workloads with Baseten as an Inference Performance Engineer. Focus on optimizing cutting-edge inference techniques while working in a dynamic, fast-paced environment.
At Baseten, we're seeking an Inference Performance Engineer committed to improving AI model performance. This role requires expertise in runtime internals and includes skills such as quantization, decoder specs, and KV-cache management. You'll be directly impacting how our customers' models run and how efficiently we serve them.
Key Responsibilities:
- Implement advanced inference techniques for runtime optimization
- Optimize end-to-end performance, identifying bottlenecks
- Provide clear latency/throughput/cost tradeoffs to stakeholders
- Bring up new model architectures on release day
- Develop benchmarking frameworks for performance measurement
Requirements:
- Degree in Computer Science, Engineering, or related field
- Proficient in Python, C++, or similar languages
- Familiarity with LLM optimization techniques
- Strong experience with ML libraries like PyTorch
- Deep understanding of GPU architecture
Make a significant impact on AI performance with your expertise in inference techniques at Baseten.
Inference Performance Engineer at Baseten in Montréal employer: Baseten
At Baseten, we pride ourselves on fostering a dynamic work culture that encourages innovation and collaboration. As an Engineering Manager, you'll not only lead a talented team of Forward Deployed Engineers but also have access to exceptional growth opportunities in the rapidly evolving AI landscape. Located in a vibrant tech hub, our employees enjoy a supportive environment that values work-life balance and offers competitive benefits, making Baseten an outstanding employer for those seeking meaningful and rewarding careers.
