CentML is a company that focuses on optimizing AI and machine learning models to improve efficiency and reduce costs. They offer solutions for large language model (LLM) serving with automated compute optimizations and advanced memory management techniques that enable model deployment on budget-friendly GPUs while ensuring high performance. By using CentML's technology, companies can achieve faster training times, higher throughput, and significant reductions in training and deployment costs. CentML provides tools such as a deep learning compiler, interactive performance profiling, and debugging tools for neural networks, serving a wide range of industries, including generative AI companies, with a goal to enhance model performance and optimize machine learning infrastructure.
Machine Learning • NLP • Computer Vision • Deep Learning • Optimizations
November 8, 2024
CentML is a company that focuses on optimizing AI and machine learning models to improve efficiency and reduce costs. They offer solutions for large language model (LLM) serving with automated compute optimizations and advanced memory management techniques that enable model deployment on budget-friendly GPUs while ensuring high performance. By using CentML's technology, companies can achieve faster training times, higher throughput, and significant reductions in training and deployment costs. CentML provides tools such as a deep learning compiler, interactive performance profiling, and debugging tools for neural networks, serving a wide range of industries, including generative AI companies, with a goal to enhance model performance and optimize machine learning infrastructure.
Machine Learning • NLP • Computer Vision • Deep Learning • Optimizations
• Build and foster a thriving developer community around CentML by engaging through forums, social media, conferences, and other relevant channels. • Develop high-quality technical content, including blog posts, tutorials, sample code, and video content, showcasing best practices and the value of CentML’s solutions. • Represent CentML at industry events, webinars, and meetups, and engage with the ML/AI community to evangelize CentML’s products. • Act as a liaison between the developer community and CentML’s engineering/product teams, gathering and relaying developer feedback to inform product improvements. • Work closely with CentML’s customers and partners to facilitate smooth onboarding, deployment, and troubleshooting processes, creating a seamless experience.
• Strong technical background in machine learning, machine learning systems, CUDA/HIP, Kubernetes, or software engineering, with a deep understanding of ML frameworks (e.g., PyTorch, JAX). • 5+ years in a Developer Advocate or related role, with proven success in community building and content creation. • Established online presence in the ML or AI space (e.g., GitHub projects, blogs, or social media following). • Excellent written and verbal communication skills, with experience creating various forms of technical content and delivering presentations. • Proficient in languages commonly used in ML (e.g., Python) and familiar with ML workflows and deployment. • Demonstrated experience building and engaging with developer communities, especially around complex technical products. • Strong analytical skills with the ability to identify and address community pain points effectively.
• An open and inclusive work environment • Employee stock options • Best-in-class medical and dental benefits • Parental Leave top-up for 6 months • Professional development budget • Flexible vacation time to promote a healthy work-life blend
Apply NowOctober 31, 2024
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