Zeitview
Senior MLOps Engineer I
US · Boston · Boston, Massachusetts, United States · Remote · Full-time · Senior
Salary not stated
AI summary
About the company
Zeitview是全球领先的智能航空成像公司，服务太阳能、风电、保险等70余国客户，使命是推动可再生能源与可持续基础设施转型。
Role overview
作为高级MLOps工程师，你需将ML科学家、数据科学家的模型转化为可靠的生产级服务，负责模型注册、部署流水线、云基础设施等，对接研发、软件工程、DevOps团队，保障ML工作负载的稳定运行，推动自动化与标准制定。
Responsibilities
- 与ML科学家等协作，将实验代码转化为生产级服务
- 对接DevOps与软件工程团队，协调基础设施与数据流水线需求
- 维护模型注册、部署流水线，实施安全发布实践
- 构建维护ML工作负载的云基础设施与CI/CD流水线
- 实现模型与流水线的监控，支持实验与版本管理
- 维护部署的ML系统，处理依赖与基础设施升级
- 制定模型版本、部署等规范，构建自助服务工具
- 沟通研发与工程团队，保障目标与挑战透明
Requirements
- 计算机相关专业本科，4+年MLOps或相关工程经验
- 扎实的MLOps实践知识，能独立处理生产场景
- 有与研究人员/ML科学家协作的经验
- 熟练Python，具备软件工程基础（测试、代码审查等）
- 掌握AWS、Terraform、Github Actions、Docker/K8s等工具
- 有构建生产ML流水线与模型注册的经验
- 具备从生产到训练数据的反馈循环构建经验
Nice to have
- 有生产环境LLM/Agent系统运营经验
- 有构建关系数据库与API数据流水线的经验
- 熟悉计算机视觉或地理空间ML流水线
Pay & benefits
- 基本工资170,000-180,000美元/年，目标年度奖金
- 股票期权资格，多种医疗保险（含HSA）
- 100%全额牙科与视力保险
- 无限带薪休假，重视工作生活平衡
- 自主发展与晋升空间，多元包容文化
Notes for China-based candidates
- 岗位为美国雇主的全职远程岗位，面向全球候选人
- 薪资以美元结算，需符合美国税务相关要求
- 无明确时区要求，需适配团队协作时间
- 无需赴美国驻场，远程完成工作
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Excerpt
About Us : Zeitview is the leading intelligent aerial imaging company for high-value infrastructure, providing businesses with actionable, real-time insights to recover revenue, reduce risk and improve build quality. We serve customers in the solar, wind, insurance, construction, real estate, and…
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