Helio Additive 知晓一个复杂几何设计的 3D 打印部件（ FDM 工艺）是否可以首次打印正确的物理原理，进而可以帮助我们尽可能快地打印材料。我们所研发的软件和愿景是旨在可以颠覆目前的制造业，使世界能够从仅只能打印 3D 原型，转变为：可以在任何地方 3D 打印任何规模的任意东西。 为了让我们在这个旅途中更加顺利，我们正在与全球各地包括中国的，有影响力和著名的合作伙伴进行合作并得到他们的支持，我们将与他们一起进入下一个发展阶段。
Helio Additive understands the physics that determines whether a complex geometry design 3D printed part (FDM process) prints right for the first time AND helps us print material as fast as possible. Our software and vision aims to disrupt manufacturing to enable the world to shift from only 3D printing prototypes to instead 3D print anything, anywhere, at any scale. To help us in our journey we are working with and supported by influential and famous partners globally and in China, with whom we will move to the next stage in our growth.
职责
• 在云环境（ AWS 、阿里云等）中容器化 /部署大规模机器学习模型
• 与团队合作，设计和开发复杂的用户交互机器学习平台的前端和后端，并开发 /测试它的表现。
• 在 Dev/QA/Prod 环境中实施和维护 CI/CD 管道。
• 创建界面、基础设施和工具以有效地处理数据 /评分模型 /可视化数据。
• 开发具有记录、监控、可视化和健康监测的机器学习环境。
• 跨部门和不同级别的管理层进行有效的互动和沟通。
Responsibilities And Duties
Containerized/deploy a large-scale machine learning models in a cloud environment (AWS, Aliyun etc.) Collaborate with other teams to design and develop both front and backend of a complex user interactive ML platform, and develop/test its performance. Implement and maintain CI/CD pipelines across Dev/QA/Prod environment. Create interfaces, infrastructure, and tools to process data/score model/visualize data efficiently. Develop a life cycle ML environment with logging, monitoring, visualizing, and health monitoring. Interact and communicate effectively across business units and to different levels of management
要求
• 精通至少一种常见的 ML/DS 编程语言（ Python 、Go 、Julia 等）。
• 有至少 1 年与容器技术 (Docker) 和云基础设施供应商合作的经验。
• 有云开发和集成经验，例如但不限于 Kubernetes 、ECS 、EKS 。
• 熟悉 DevOps/MLOps 中的前沿方法。
• 熟练使用 Linux 操作系统。
• 良好的演讲沟通技巧
• 有计算机科学或相关专业的学士学位，或者拥有相关的教育和工作经验。
Required Qualifications
Proficient in at least one common ML/DS programming language (Python, Go, Julia etc.) At least 1 years working with containerization method (Docker) and cloud infrastructure providers Prior experiences in cloud-based development and integration, such as but not limited to Kubernetes, ECS, EKS Familiarity with cutting-edge method in DevOps/MLOps Comfortable with Linux OS Good communication skills in presentation Bachelor's degree in Computer Science or related discipline, or the education and work experience
Prefer a candidate with some background knowledge of Physics or Thermodynamics At least 1 year experience maintaining production environments and services Familiar with common python based web framework like Django, Flask and visualization packages like plotly/dash.