Senior Software Engineer designing and operating ML infrastructure for Plaid's AI initiatives. Collaborating with product teams to accelerate AI - powered financial experiences and ensure scalable ML systems.
About the role
- MLOps Engineer responsible for managing open-source models and ensuring their reliability. Working with a global team to design and implement AI solutions that create real-world impact.
Responsibilities
- 高效运行并管理开源大模型，优化推理的成本与可靠性
- 确保在 GPU、CPU 与内存资源之间的高性能与稳定性
- 实时监控与排查推理性能问题，确保低延迟与高吞吐量
- 与工程团队协作，实现可扩展、可靠的模型服务架构
Requirements
- 有使用 vLLM、HuggingFace TGI 等模型推理平台的经验
- 熟悉 GPU 调度与资源编排，掌握 Kubernetes、Ray、Modal、RunPod、LambdaLabs 等工具
- 具备根据流量动态监控推理延迟、成本并高效扩展系统的能力
- 熟悉为后端工程师设置推理 API 接口的流程与规范
Benefits
- 扁平化团队结构与真实项目主导权
- 全程参与产品方向与决策制定
- 灵活办公制度
- 高影响力角色，跨产品、数据与工程多团队协作
- 顶尖市场薪酬 + 绩效奖金
- 全球化产品开发机会
- 丰厚福利：住房租赁补贴、优质公司食堂、加班餐补
- 健康、牙科与视力保险
- 全球差旅保险（适用于你与家属）
- 无限制、弹性带薪休假
Job title
Job type
Experience level
Salary
Not specified
Degree requirement
No Education Requirement
Tech skills
Location requirements
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