Pony.ai

大语言模型应用工程师

Pony.ai  •  Onsite  •  4 months ago
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Job Description

大语言模型应用工程师北京全职职位描述1. 负责大语言模型(LLM)的应用开发、性能优化与落地实施,根据具体业务场景设计并实施高效、可落地的 AI 解决方案;
2. 参与模型的微调(Fine-tuning)、提示工程(Prompt Engineering)、推理加速、评估监控及上线部署,提升模型在垂直领域中的表现力与稳定性;
3. 开发基于大语言模型的创新产品研发,如智能问答系统、企业知识库、智能检索系统等落地应用;
4. 跟进并研究模型技术前沿(如 LangChain、RAG、LoRA、MCP 等),与技术团队协同将原型技术转化为可规模化部署的应用。职位要求1. 学历与经验
- 计算机科学、人工智能、软件工程等相关专业本科及以上学历
- 至少 1 年以上大模型相关应用开发经验,有实际项目落地或开源贡献优先
2. 技术能力
- 熟练使用 Python,具备良好的代码风格与开发习惯;
- 熟悉主流深度学习框架(如 PyTorch/TensorFlow),理解 Transformer 等基础模型结构;
- 熟悉大模型的微调手段(如 SFT、LoRA)及部署流程,了解模型量化、压缩和性能优化方法;
- 掌握常见大模型应用开发技术,包括知识增强生成(RAG)、向量数据库(如 Faiss、Milvus 等)、LangChain 或 LlamaIndex 工具链;
- 了解智能体框架(如 AutoGen、LangGraph、CrewAI)和基础多智能体通信协议(如 MCP、A2A);
- 能进行 Prompt 工程优化,具备模型效果自动评估经验
3. 软性要求
- 热爱 AI 与自然语言处理,有持续学习和技术钻研的热情
- 具备较强的沟通协作能力,能与产品、业务和算法团队高效协同,将技术方案清晰传达转化为落地解决方案
加分项
- 有开源大模型(如 LLaMA、ChatGLM、Baichuan 等)调研或使用经验
- 有实际 AIGC 产品开发经验,如智能问答、代码生成、AI 辅助办公等
- 具备向量搜索系统、Prompt 评估、自动化测试落地经验者优先 投递
Pony.ai

About Pony.ai

Pony AI Inc. (“Pony.ai”) is a global leader in the large-scale commercialization of autonomous mobility.

Leveraging its vehicle-agnostic Virtual Driver technology, full-stack autonomous driving technology that seamlessly integrates its proprietary software, hardware, and services, Pony.ai is developing a commercially viable and sustainable business model that enables the mass production and deployment of vehicles across transportation use cases.

Founded in 2016, Pony.ai has expanded its presence across China, Europe, East Asia, the Middle East, and other regions, ensuring widespread accessibility to its advanced technology.

Pony.ai is among the first in China to obtain licenses to operate fully driverless vehicles in all four Tier-1 cities in China (Beijing, Guangzhou, Shanghai, Shenzhen) and has begun to offer public-facing, fare-charging robotaxi services without safety drivers in Beijing, Guangzhou and Shenzhen. Pony.ai operates a fleet consisting of over 250 robotaxis.

To date, Pony.ai has driven nearly 45 million autonomous testing and operation kilometers on open roads worldwide.

Industry
IT & Software
Company Size
501-1,000 employees
Headquarters
Fremont, California
Year Founded
2016
Website
pony.ai
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