岗位描述: 本岗位隶属Audio 团队,负责音频 AI 模型从研发完成到业务上线的工程落地全过程,支持公司多个核心业务平台。本岗位专注模型部署与性能优化方向,对推理效率、资源占用、设备适配和线上稳定性负责。
岗位职责:
- 云端模型部署与生产稳定性: 负责云端模型的容器化部署、容量评估、发布与回滚机制设计,建立监控告警和故障处置流程,对生产服务的全生命周期负责。
- Client 端推理加速与跨平台适配: 针对实时音频场景定位性能瓶颈,完成推理加速和资源优化;负责 Android、iOS 及低端设备的平台适配。
- 工程代码开发与问题定位: 使用 C++/Python 完成模型部署相关的集成、自动化和性能优化,独立完成代码级与系统级问题的根因定位。
- 新模型上线全链路交付: 从方案设计、容量评估、平台对接到上线后稳定性跟踪,完成音频 AI 模型的完整落地闭环,沉淀可复用的工程规范。
- 跨团队协作与推进: 主动识别并协调部署过程中的跨团队依赖,推动模型从可用到稳定上线。
- 运维优化与效率提升: 利用 AI 工具或自动化手段提升部署、排障和运维效率,持续降低团队运维成本。
任职要求:
- 本科及以上学历,计算机科学、信号处理或相关专业;具备模型部署、性能优化或相关工程开发实际经验。
- 扎实的 C++/Python 工程能力,能够独立完成模型集成相关代码的开发与调试。
- 具备云端模型生产部署经验,有容器化架构、发布回滚、监控告警及故障处置的完整实践。
- 具备模型推理性能优化经验,能清晰说明性能瓶颈、优化思路及可量化结果。
- 具备主动推进能力,有跨团队协调并推动结果落地的实际经历。
- 对实时音视频领域有基本了解,能将现有经验迁移到音频 AI 场景。
加分项:
- 有音频 AI 模型(ASR、说话人识别等方向)部署或推理优化的直接经验。
- 熟悉推理引擎(TensorRT、ONNX Runtime 等)、模型压缩或 GPU 加速。
- 有 Android/iOS 端侧适配及低端设备性能优化的实际案例。
- 有 Docker 容器化生产运维或多业务平台对接经验。
- 有主动使用 AI 工具提升工程效率的实践经验。
Ways of Working
Our structured hybrid approach is centered around our offices and remote work environments. The work style of each role, Hybrid, Remote, or In-Person is indicated in the job description/posting.
Benefits
As part of our award-winning workplace culture and commitment to delivering happiness, our benefits program offers a variety of perks, benefits, and options to help employees maintain their physical, mental, emotional, and financial health; support work-life balance; and contribute to their community in meaningful ways. Click Learn
for more information.
About Us
Zoomies help people stay connected so they can get more done together. We set out to build the best collaboration platform for the enterprise, and today help people communicate better with products like Zoom Contact Center, Zoom Phone, Zoom Events, Zoom Apps, Zoom Rooms, and Zoom Webinars.
We’re problem-solvers, working at a fast pace to design solutions with our customers and users in mind. Find room to grow with opportunities to stretch your skills and advance your career in a collaborative, growth-focused environment.
Our Commitment
At Zoom, we believe great work happens when people feel supported and empowered. We’re committed to fair hiring practices that ensure every candidate is evaluated based on skills, experience, and potential. If you require an accommodation during the hiring process, let us know—we’re here to support you at every step.
If you need assistance navigating the interview process due to a medical disability, please submit an Accommodations Request Form and someone from our team will reach out soon. This form is solely for applicants who require an accommodation due to a qualifying medical disability. Non-accommodation-related requests, such as application follow-ups or technical issues, will not be addressed.
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