[Skip to main content](#main-content) [OpenNash Jobs](https://jobs.opennash.com/) [Hiring report](/reports/hiring/) · [All Tencent Holdings jobs](https://jobs.opennash.com/companies/tencent-holdings/) · [Search jobs](/search/) Tencent Holdings · Shenzhen # AI管线数据专家/架构师（深圳/北京） Shenzhen Listed on Tencent Holdings’s official careers site. Listed as of October 19, 2026. Check that it is still open and apply there. [Apply on Tencent Holdings’s careers site →](https://careers.tencent.com/en-us/jobdesc.html?postId=1945294221971922944) [OpenNash Jobs](https://jobs.opennash.com/) / [Tencent Holdings](https://jobs.opennash.com/companies/tencent-holdings/) / AI管线数据专家/架构师（深圳/北京） ## Job description ### Responsibilities - 面向预训练、后训练数据管线，设计并实现高效的数据处理平台。单管线上，通过算子编排形成数据计算、存储、一体化符合大模型训练的管线平台，平台级别上，通过存储、计算优化实现平台产能提升； - 计算方向，提升平台级别计算效率，通过海量数据、任务、资源、合理化系统设计，抽象，对各个可编排算子的合并、拆分，达成易用性和计算性能平衡。对热点的算子，考虑单点优化以及公共服务的方式达到平台级性能提升； - 存储方向，构建服务于整个预训练和后训练的dataset，优化海量存储管理与访问方案（对象存储分层、冷热分层、缓存策略、数据压缩与列式格式优化、读写并发控制、成本与生命周期管理）； - 编写技术文档、最佳实践与性能评估报告，推动能力沉淀与工具链升级。 Requirements - 本科/硕士及以上学历，有大模型管线架构、优化、存储等全链路万亿级数据计算存储经验； - 精通 Python／C++／Java 中至少一种，有良好工程化编码能力与测试习惯； - 熟悉端到端数据管线、数据版本控制、数据血缘与可观测性（例如 DVC、MLflow、Delta Lake、Data Catalog、审计/溯源）； - 熟练使用并调优分布式批处理框架（Spark、Ray、Flink、Dask 等）以处理海量数据； - 具备良好的沟通能力、跨团队协作与 owner 意识，能推动复杂平台能力落地。 ## At a glance - Posted by the employer: Not stated - First seen by OpenNash: Jul 19, 2026 - Last checked: Oct 19, 2026 - Listed for: 92 days - Location: Shenzhen[Apply on Tencent Holdings’s careers site →](https://careers.tencent.com/en-us/jobdesc.html?postId=1945294221971922944) ## More jobs at Tencent Holdings ### [#QQ游戏中心-发行运营#](https://jobs.opennash.com/companies/tencent-holdings/jobs/9d1cfc780fbcdb0a0a4a/) Shenzhen ### [3D 动作游戏《狩》美术项目经理（APM）](https://jobs.opennash.com/companies/tencent-holdings/jobs/74fb431b49d65f1be30c/) Shenzhen ### [3D动作游戏《狩》-文案策划-角色方向](https://jobs.opennash.com/companies/tencent-holdings/jobs/aefb8e04d3a158528ea5/) Shenzhen ### [3D动作游戏《狩》-游戏运营-PC渠道运营](https://jobs.opennash.com/companies/tencent-holdings/jobs/bd0613468de8267b860a/) Shenzhen ### [3D动作游戏《狩》-游戏运营-内容生态运营](https://jobs.opennash.com/companies/tencent-holdings/jobs/a1394d4df104126e0aac/) Shenzhen ## Similar jobs at other companies ### [架构师](https://jobs.opennash.com/companies/ping-an-insurance/jobs/50575679fe9958095ac9/) Ping An Insurance Group · 深圳市 ### [AI Native 架构师（企业级 AI Agent 开发平台）](https://jobs.opennash.com/companies/siemens/jobs/a313d374a5f03056cb2f/) Siemens ### [Android 高级研发工程师/架构师](https://jobs.opennash.com/companies/xiaomi/jobs/792842a876d9e91f161a/) Xiaomi · 北京 ### [中间件-微服务工程师/架构师](https://jobs.opennash.com/companies/kuaishou-technology/jobs/79c2f8038147ec2ee82c/) Kuaishou Technology · Beijing, Hangzhou OpenNash lists jobs from employers’ own careers sites and does not handle applications. Dates come from the employer where stated; “first seen” and “last checked” are our own observations. OpenNash Jobs · Official listings with dates and links to the employer. [Weekly hiring report](/reports/hiring/) · [Methodology](/methodology/)