Desay SV

AI大模型算法工程师(深圳)

Desay SV  •  Onsite  •  2 months ago
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Job Description

AI大模型算法工程师(深圳)深圳全职职位描述1. 主导 AI 中台架构设计,覆盖云原生基建、数据工程、模型训推一体化、Agent框架、RAG 等核心模块,支撑 AI 赋能研发效能、办公自动化、智能制造等多场景落地,保障架构扩展性、稳定性与高并发。
2. 主导完成 AI 中台从设计到交付的全流程落地,构建分布式算力调度、大模型 Agent 构建、研发流程 AI 赋能等核心能力,推动模型训推一体化,以及低代码、零代码 AI能力应用接口等的输出和落地。
3. 负责 AI 中台安全合规、可观测体系建设,对接和融合研发知识库、管理系统构建 AI 能力闭环,统筹技术选型与算力成本优化。
4. 负责多模态大模型在座舱场景的落地,包括跨模态对齐、场景理解、情感计算、意图预测等核心技术攻关,构建座舱场景下的垂直大模型与智能体系统,驱动座舱交互体验从被动指令式交互向自主智能化体验创新演进。
5. 构建端云协同的AI工具链,主导设计覆盖感知、融合、决策、生成的全栈工具链平台,优化端侧推理性能(NPU/CPU资源调度与量化压缩),驱动工具链从自动化向智能化演进。
6. 设计并实现AI驱动的智能体(Agent)系统,自动化完成架构设计、参数调优、问题根因分析等复杂任务
7. 具备协调跨团队协同能力,能根据业务情况把控和输出中台技术规范与长期演进方向。职位要求1. 计算机科学、软件工程、通信及电子信息类等相关专业硕士及以上学历。5 年以上技术研发 、技术架构经验,2 年以上 AI 中台、大模型平台架构设计或技术管理经验;
2. 精通大模型原理,具备涉及Agent、RAG、MCP 协议、PE/CE工程实战经验;掌握模型训练、推理优化全流程,能落地自动化训推平台。
3. 精通Python/C++,熟悉TensorRT/NCNN端侧优化,有大模型微调(LoRA/QLoRA)与CUDA/TensorRT优化经验,熟悉MLOps工具链(Kubeflow/MLflow)
4. 精通数据湖、数仓、特征存储、多源知识库接入,能构建研发数据闭环,解决数据漂移、特征一致性问题。
5. 具备 AI 赋能研发全流程(代码生成 、评审、测试等)落地经验,熟悉基于AI的IDE、Plugin、CLI设计开发。
6. 精通云原生、分布式算力规划与调度,具备 AI 中台从0到1设计落地经验,能保障系统弹性、高可用与高并发。
7. 掌握 AI 中台安全合规、可观测体系(监控 / 链路追踪)设计能力。
8. 具备复杂系统分层解耦设计能力,能平衡技术先进性与落地成本,并制定中台长期演进路线;
9. 具备跨团队沟通协调能力,能协同团队攻克复杂技术难题,推动方案落地。
10. 有研发效能、智能制造领域 AI 中台落地成功案例,具备分布式 AI 系统、云原生平台搭建经验优先。 投递
Desay SV

About Desay SV

Desay SV, one of the leading mobility technology companies, is committed to realizing a smarter mobility for all. Desay SV’s core business focuses on the efficient integration of three major areas of smart cabin, combined driver assistance, and smart service. We continuously develop highly integrated leading hardware and software algorithms to provide global customers with safe, delightful and sustainable mobility solutions and services.

Relying on 39 years of deep accumulation in the design, development, and production processes, Desay SV has continuously expanded its comprehensive strength in R&D innovation, customer service, and safety verification, and built a technical link from smart travel to smart transportation, actively responding to the challenges of the industry transformation. We meet the diverse needs of customers for different product portfolios and business development models, provide drivers and passengers with an excellent travel experience, and bring more room for imagination to future mobility.

Focusing on the sustainable development goal of "safety and reliability”, “win-win growth”, and “green environmental protection", Desay SV actively participates in the global carbon neutral strategy and integrates sustainable development into all aspects of business operations. While giving back to society, respecting every employee of the company, and creating a diverse working environment and development platform for employees, we encourage equality, openness, and coordinated development among all our branches around the world. Desay SV people adhere to the same mission and work together for the same goal—to create a safe, delightful and sustainable mobility.

Industry
Automotive & Mobility
Company Size
501-1,000 employees
Headquarters
Huizhou, CN
Year Founded
1986
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