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Director of LLM Large Language Model Algorithm
A prominent consumer electronics brand is seeking a highly skilled Director of Large Model Algorithms to lead their algorithm team based in Shenzhen. The successful candidate will be responsible for managing the technical roadmap and driving innovation in AI technologies within the organization.
Responsibilities
- Manage and mentor the algorithm team, guiding the development and iteration of algorithms.
- Oversee research and analysis for AI modules in NAS projects, focusing on innovative applications of AI technology in smart storage scenarios.
- Lead the development of AI algorithm architectures and models, establishing an algorithm platform and conducting relevant technical research.
- Stay abreast of AI technology trends, quickly analyzing new developments and guiding the team in applying cutting-edge technology to business scenarios.
- Focus on practical deployment of large models, including fine-tuning, Retrieval-Augmented Generation (RAG), and heterogeneous computing.
- Collaborate with stakeholders to align AI initiatives with product strategies and drive differentiation and innovation.
Qualifications
- Master's degree or higher in Artificial Intelligence, Computer Science, Mathematics, or a related field.
- Minimum of 5 years of experience in AI, with at least 1 year in a leadership role managing technical teams.
- Strong innovative mindset with a passion for exploring new AI technologies and applications.
- Up-to-date with developments in the AI field through academic conferences, research papers, and online courses.
- Background in large language models, multimodal models, and generative models.
- Proficient in deep learning frameworks such as TensorFlow and PyTorch, with practical experience in mainstream inference engines.
- Extensive software development experience, with expertise in programming languages such as Python and C++.
- Familiarity with model deployment, quantization, pruning, distillation, and optimization techniques.
- Strong team management and collaboration skills, with excellent problem analysis and resolution capabilities.
- Proficient in English, with strong reading, writing, and speaking skills.
Preferred Qualifications
- Knowledge of NPU and GPU architectures, with experience in resource optimization.
- Understanding of trends in AI algorithms and chip design, providing future-oriented guidance for AI algorithm chip customization.
- Familiarity with heterogeneous computing acceleration technologies for edge deployment in AI applications.
- Ability to evaluate hardware platform options and provide technical support for strategic hardware planning.
- Experience in commercializing AI applications and a strong understanding of product insights.
大模型算法总监
一家知名消费电子品牌正在寻找一位高技能的大模型算法总监，负责领导位于深圳的算法团队。成功的候选人将负责管理技术路线图，并推动组织内AI技术的创新。
职责
- 管理和指导算法团队，推动算法的开发和迭代。
- 负责NAS项目中AI模块的研究与分析，专注于在智能存储场景中创新性应用AI技术。
- 领导AI算法架构和模型的开发，建立算法平台并进行相关技术研究。
- 关注AI技术趋势，快速分析新发展，并指导团队将前沿技术应用于业务场景。
- 专注于大模型的实际部署，包括微调、检索增强生成（RAG）和异构计算。
- 与利益相关者合作，确保AI项目与产品战略对齐，推动差异化和创新。
资格
- 人工智能、计算机、数学或相关领域的硕士及以上学历。
- 至少5年AI工作经验，其中1年以上技术团队管理经验。
- 具备强烈的创新意识，热衷于探索新的AI技术和应用。
- 通过学术会议、研究论文和在线课程保持对AI领域发展的关注。
- 具有大语言模型、多模态模型和生成模型的背景。
- 熟练掌握TensorFlow和PyTorch等深度学习框架，具备主流推理引擎的实际经验。
- 拥有丰富的软件开发经验，精通Python和C++等编程语言。
- 熟悉模型部署、量化、剪枝、蒸馏和优化等技术。
- 具备较强的团队管理和协作能力，以及良好的问题分析和解决能力。
- 英语读写和口语表达能力优秀。
加分项
- 了解NPU和GPU架构，具备资源优化经验。
- 理解AI算法和芯片设计趋势，为AI算法芯片定制提供前瞻性指导。
- 熟悉AI应用的边缘部署异构计算加速技术。
- 能够评估硬件平台选项，并为战略硬件规划提供技术支持。
- 具备AI应用商业化经验和良好的产品洞察能力。
Apply / Refer a Friend
Interested parties, please send your CV / LinkedIn profile to Scarlett Chan at [email protected] or apply directly.
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Please note that only shortlisted applicants will be contacted.