Job Description
3D Data Engineer3D数据工程师Beijing、HangzhouExperiencedFull-timeResponsibilitiesPosition Overview:
Responsible for building a data synthesis, collection, and processing platform centered on a 3D engine for the next generation of dynamic 3D generation models.
Core Responsibilities:
1.Data Synthesis: Spearheaded the development of a game engine-based (procedural) content generation pipeline, automating the synthesis of large-scale, diverse 3D training scenes and interactive events.
2.Data Collection and Toolchain: Build a data collection toolchain to support recording from 3D engine projects and injective recording of existing programs, extracting interactive data such as environment, state, and behavior sequences.
3.Quality and Model Closed Loop: Establish a data quality monitoring and validation system, and collaborate with the model team to build an efficient data-model iteration closed loop.
职位概述:
负责为下一代动态3D生成模型,构建以3D引擎为核心的数据合成、采集与处理平台。
核心职责:
1、数据合成: 主导开发基于游戏引擎的(程序化)内容生成流程,自动化合成大规模、多样化的3D训练场景与交互事件;
2、数据采集与工具链: 构建数据采集工具链,支持从3D引擎项目进行录制,以及对现有程序进行注入式录制,提取环境、状态、行为序列等交互数据;
3、质量与模型闭环: 建立数据的质量监控与验证体系,并与模型团队协作,构建高效的数据-模型迭代闭环。QualificationsJob Requirements:
1.Direct experience in building 3D engine data pipelines for AI applications:
Establish data generation and recording processes for proprietary projects.
2.Extract structured data from third-party programs through methods such as Modding or program injection.
3.Proficient in the toolchain development of at least one commercial engine and skilled in scripted programming for DCC tools.
4.Strong software engineering skills and experience in distributed data processing.
5.Experience in autonomous driving, robotics simulation, or AI data platform development is preferred.
任职要求:
1、具备为AI应用构建3D引擎数据管道的直接经验:为自有项目构建数据生成与录制流程;
2、通过Modding或程序注入等方式,从第三方程序中提取结构化数据;
3、精通至少一种商业引擎的工具链开发,并熟练掌握DCC工具的脚本化编程;
4、扎实的软件工程能力与分布式数据处理经验;
5、具备自动驾驶、机器人仿真或AI数据平台开发经验者优先。 Apply