ModelBest

大模型算力调度平台开发工程师

ModelBest  •  Onsite  •  21 hours ago
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Job Description

大模型算力调度平台开发工程师
北京
社招
全职
技术 - 开发
职位 ID:A147232
职位描述
1、负责 AI 算力调度平台核心服务的设计、开发与持续演进,支撑模型训练、研发调试、镜像管理、数据流转等关键场景;
2、基于 Kubernetes / Volcano 构建资源管理、项目配额、任务调度、队列治理、优先级与抢占等核心能力,持续提升 GPU 资源利用率与平台吞吐能力;
3、参与平台控制面架构设计,推动领域模型统一、接口规范升级和系统架构演进,推进 REST 向 gRPC、同步接口向异步任务、单体能力向平台化能力升级;
4、负责平台稳定性与可运维性建设,包括任务状态流转、失败重试、幂等控制、审计追踪、故障恢复及复杂线上问题排查;
5、与算法、训练平台、基础设施、运维/SRE 等团队协作,持续优化多集群资源治理、调度效率、平台稳定性和使用体验。
职位要求
1、本科及以上学历,计算机相关专业,3 年及以上后端或平台研发经验;
2、熟练掌握 Go 语言,具备良好的工程设计与编码能力,能够独立承担核心模块设计与实现;
3、熟悉 Kubernetes 核心原理,理解资源模型、调度链路、控制器机制;有调度系统、任务编排或平台开发经验者优先;
4、熟悉 PostgreSQL / MySQL、Redis 等常见基础组件,理解异步任务、幂等控制、重试补偿等分布式系统常见设计;
熟悉 gRPC、protobuf、RESTful API 设计,有控制面服务、平台 API 或架构升级经验者优先;
5、具备较强的 Linux 问题排查、系统分析、跨团队沟通与技术推动能力。
加分项
1、有 GPU 集群、AI Infra、训练平台、MLOps 或云原生资源治理平台相关经验;
2、有 Volcano、Kueue、Operator、Controller 或 Kubernetes 调度扩展相关经验;
3、有资源配额、优先级抢占、多租户治理、控制面建模等平台建设经验;
4、熟悉监控告警、链路追踪、成本分析等可观测体系,或有从 REST 向 gRPC、从单体向领域化演进的实际经验。
投递
ModelBest

About ModelBest

ModelBest established in August 2022, is an Artificial Intelligence technology company headquartered in Beijing, China. The company is deeply rooted in the field of general AI, with a focus on the innovation and application transformation of large-scale models. ModelBest boasts a prestigious founding R&D team from the Tsinghua in the AI field. Leveraging numerous cutting-edge technologies in natural language processing, the company is currently constructing a large-scale pre-trained model library and corresponding tools, aiming to standardize the technology and applications of large models.

Based on the capabilities of the CPM series of large models, ModelBest has successfully facilitated the intelligent upgrade and efficiency enhancement of various industries. Moreover, the company has released a multi-modal dialog assistant with hundreds of billions of parameters, “Luca", to the public. Adhering to the core philosophy of "intelligence encompassing all", we look forward to exploring and expanding unknown possibilities with global partners, aiming to ensure AI technology serves humanity for a better life in a safe and inclusive manner, laying a solid foundation for the advent of the AGI world.

OpenBMB (Open Lab for Big Model Base,https://github.com/OpenBMB), founded by ModelBest Inc & TsinghuaNLP, aims to build foundation models and systems towards AGI.

Industry
Biotech & Life Sciences
Company Size
11-50 employees
Headquarters
Beijing, CN
Year Founded
2022
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