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Open nowPosted 138 days ago

算法工程师-地理位置中台(北京/上海/深圳)

ByteDance19,208 open roles

Where
Beijing, Chinese Mainland
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Your applicationOpen now算法工程师-地理位置中台(北京/上海/深圳)ByteDance · Beijing, Chinese Mainland
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The clock on this job

Early applications get read.

11.8% of postings close within 7 days. Measured by our own scanner across the market. ByteDance postings stay open a median of 2 days.

Share of postings closed within
  1. 2.1%1 day
  2. 4.4%3 days
  3. 11.8%7 days
  4. 18.5%14 days
  5. 35.5%30 days
  6. 45.1%60 days
This job: posted 138 days ago

ByteDance median: 2 days open

The posting

1、负责LBS算法能力建设,方向包括POI、定位、路线规划ETA、路况与交通事件、路网数据挖掘等,直接决定用户“在哪里、到哪去、怎么去”的真实出行体验; 2、深入理解地图出行场景中的算法问题本质,基于海量轨迹、视频、图片、路网拓扑、交通事件与多源信息,设计并优化规划、预估、挖掘类算法,持续提升效果指标与用户体验; 3、能基于业务目标拆解技术路径,建立算法效果评估体系,协同工程、数据、产品等多团队推动算法方案落地并拿到可量化的结果; 4、关注AI与地理信息结合的前沿方向(如大模型、多模态、时空预测、Agent技术),探索其在下一代导航中的应用机会。

1、本科及以上学历,计算机、地理信息系统、数学等相关专业,具备扎实的算法与工程基础; 2、熟悉机器学习/深度学习/MLLM/LLM/图算法/时空数据挖掘中的一个或多个方向,具备较强的数据分析与建模能力,能从数据中洞察问题并推动解决; 3、具备良好的跨团队沟通协作能力与结果导向意识,学习能力强、自驱力好,能在跨团队协作中推动复杂项目落地。

加分项 1、有路线规划、ETA、路况、路网挖掘、定位等LBS/出行/自动驾驶相关算法经验者优先; 2、熟悉路网拓扑、OSM等地图数据标准、地理信息系统领域知识优先。

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