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Open nowPosted 382 days ago

AIOS-AI算法工程师-北京/成都

thundersoft/campus141 open roles

Where
Beijing, Chinese Mainland
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Your applicationOpen nowAIOS-AI算法工程师-北京/成都thundersoft/campus · Beijing, Chinese Mainland
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The clock on this job

Early applications get read.

12.3% of postings close within 7 days. Measured by our own scanner across the market. thundersoft/campus postings stay open a median of 1 days.

Share of postings closed within
  1. 2.1%1 day
  2. 4.5%3 days
  3. 12.3%7 days
  4. 19.7%14 days
  5. 35.6%30 days
  6. 58.0%60 days
This job: posted 382 days ago

thundersoft/campus median: 1 days open

The posting

2027届的小伙伴,你好。在中科创达智能汽车事业群该岗位下,你可能会负责如下某一领域工作: 1.负责智能汽车行业专用大模型的研发,包括 10B–100B 参数级模型的预训练、领域微调、对齐(SFT/RLHF/DPO 等),构建面向车载场景的行业大模型。 2.负责多模态融合算法的研究与开发,包括语言、视觉、语音等模态的对齐与联合建模,支持实时车端交互,如智能座舱多模态助手、多模态感知、人机共驾交互等。 3.负责边缘侧推理加速,包括模型量化、剪枝、蒸馏、投机解码、算子融合与定制优化等,实现车端推理性能提升 2–5 倍,满足低延迟、低功耗、高稳定性要求。 跟踪 NeurIPS、ICML、ACL、CVPR、ICCV 等顶级会议前沿论文,完成关键算法的快速复现、评估与产品化落地,建立技术预研到工程转化的闭环。 4.参与车端 AI 平台建设,包括数据管道、分布式训练框架、多模态评测体系、模型部署工具链及持续集成流水线。 5.参与多模态模型在实车环境中的性能分析、稳定性优化、安全问题排查及迭代改进。 编写技术方案、实验报告与设计文档,参与代码评审、技术分享与团队知识沉淀。 福利待遇 1.自有员工,五险一金,13薪,午餐补助/交通补助/误(晚)餐补助 2.每周双休,上班时间:早9:30-晚19:00,可提前1H弹性打卡;午休时间12:00-13:30 3.清晰的晋升通道/明确的培养计划/导师1对1学习,雏鹰计划/superman计划提供丰富的晋升通道

1.本科及以上学历,计算机、人工智能、数学、自动化、电子信息、软件工程等相关专业。 2.扎实的机器学习与深度学习基础,深入理解 Transformer、注意力机制、归一化、优化器等核心组件。 3.精通 Python,熟练使用 PyTorch / TensorFlow 等深度学习框架,具备独立搭建、训练和调试大模型的能力。 4.熟悉大模型技术栈,包括预训练、SFT、RLHF、DPO、PPO 等对齐方法,掌握 LoRA、QLoRA、Adapter 等高效微调技术。 5.熟悉分布式训练框架与策略,如 DeepSpeed、Megatron-LM、FSDP、数据并行、模型并行、流水线并行、ZeRO 等。 6.了解主流多模态模型架构,如 CLIP、BLIP、LLaVA、Flamingo、Qwen-VL、InternVL、GPT-4o 等,了解模态对齐、跨模态注意力、视觉编码器与 LLM 结合方法。 7.了解模型压缩与推理加速技术,包括 PTQ/QAT 量化、结构化/非结构化剪枝、知识蒸馏、投机解码、KV Cache 优化等。

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