出海雷达

Data Science Dev/Ops Engineer

AI开发工程职能支持限定地区(需当地身份)
公司Yale New Haven Health
薪资未公开
工作地点United States
地域资格限定地区(需当地身份)
时区要求日间重叠约 9 小时,基本正常作息
用工类型Full Time
发布时间今天
数据来源Himalayas
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概述 要成为我们组织的一部分,每个员工都应该理解和分享 YNHHS 愿景,支持我们的使命,并生活在我们的价值观。这些价值观 - 诚信,以患者为中心,尊重,责任感和同情心 - 都必须指导我们作为个人和专业人士每天所做的事情.ITS 领先数据科学开发/运营工程师将是一个经验丰富的系统管理者和 DevOps 工程师,拥有管理分布式硬件和软件环境,集成新兴技术以及合作发展和分析环境中的经验记录。个人将负责使用 Kubernettes 运行数据科学平台的专用和虚拟环境管理。个人必须熟悉 Linux 和 Windows 环境.EO/AA/残疾/退伍军人责任 ·系统管理 / DevOps ·协调并支持 Ubuntu Linux 工程和操作 ·部署,管理和管理 Kubernetes ·管理容器工作负载 (Kubernetes) ·开发和支持基础设施作为代码 (Python, Ansible, Helm, GitLab) ·监控和警报 (Prometheus) ·协调和支持 Nutanix (虚拟服务器管理)的操作 ·研究新技术或方法,以提高合作社的技术能力;与系统所有者进行系统设计咨询并收集复杂 IT 系统的技术要求 · 经验在高可用性和灾难恢复需求上设计。包括数据中心,集群以及数据中心内部系统设计,包括故障测试 · 能够编写包含 KB 文章,技术规格,建筑图表等系统文档 · 存储系统 (NAS, SAN, AWS S3) 的知识 · 数据管理 ·参与为关键项目创建数据管理计划 · 开发平台内的新数据集的数据库 ·应用程序开发 · 帮助定义应用程序使用情况和要求 · 协助制定和审查企业应用程序架构 · 与有关医疗保健数据库访问,特别是与 Epic 相关的数据仓库系统有关的团队成员进行咨询 · 建立自动化工作流程的新工具 · 在数据科学平台内开发应用程序的能力 · 团队合作 · 创建并维护定期状态报告 · 每周参加团队会议讨论团队和项目相关的讨论

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Overview

To be part of our organization, every employee should understand and share in the YNHHS Vision, support our Mission, and live our Values. These values - integrity, patient-centered, respect, accountability, and compassion - must guide what we do, as individuals and professionals, every day.

ITS Lead Data Science Dev/Ops Engineer will be an experienced system administrator and DevOps engineer with aproven track record of managing distributed hardware and software environments, integrating emerging technologies and working within a collaborative development and analytics environment. The individual will be responsible for management of dedicated and virtual environments that run data science platforms using Kubernettes. The individual must have familiarity with both Linux and Windows environments.
EEO/AA/Disability/Veteran

Responsibilities

  • System Management /DevOps
  • Coordinates and supports Ubuntu Linux engineering and operations
  • Deploying, managing and administering Kubernetes
  • Manages container workloads (Kubernetes)
  • Develops and supports Infrastructure as code (Python, Ansible, Helm, GitLab)
  • Monitoring and alerting (Prometheus)
  • Coordinates and supports Nutanix operations (management of virtual servers)
  • Researches new technologies or methods to advance technical capabilities of the Co-op; Works with system owners to consult on system design and gather technical requirements fo rcomplex IT systems
  • Experience designing to high availability and disaster recovery requirements. This includes designing system across data centers, clusters and within data centers including failover testing
  • Ability to draft system documentation inclusive of KB articles, technical specifications, architecture diagrams
  • Knowledge of storage systems (NAS, SAN, AWS S3)
  • Data Management
  • Participates in the creation of data management plans for key projects
  • Develops data inventory for new data sets within the platform
  • Application Development
  • Assists with defining application use cases and requirements
  • Assists with the development and review of enterprise application architectures
  • Consults with team members related to healthcare database access, particularly for Epic-related data warehouse systems
  • Builds new tools to automate workflows
  • Ability to develop applications within a data science platform
  • Teamwork
  • Creates and maintains regular status reports
  • Attends weekly team meetings to discuss team and project related activities, issues, change, communications, and updates
  • Completes specific task activities as documented in work plans
  • Supports department with application and information systems knowledge
  • Promotes a team atmosphere that is conducive to the overall accomplishment of goals, schedules, and deadlines
  • Openly shares information with all team members
  • Documentation
  • Documents and maintains all required architecture and software comments and configures systems accordingly
  • Contributes to preparation of testing scripts and materials and performs unit, system, and integrated testing tasks
  • Assists with implementation and deployment plans and contributes information to change control process
  • Provides expertise and experience to the development of production environment readiness plan
  • Other
  • Provides training to other staff as appropriate
  • Helps coordinate interactions with vendors
  • Work closely with departmental staff to identify needs and benefits of implementing software solutions and strives to understand their needs

Qualifications

EDUCATION
· Bachelor's Degree required, Master's Degree in Healthcare Administration, ITS, or related field preferred.
EXPERIENCE
· Three to four years of experience in healthcare information technology. Seven to ten years prior experience in ITS, electronic health records or data science platforms. Prior experience in Healthcare or other regulated environment (such as financial services) preferred.
SPECIAL SKILLS

  • Strong background in Linux and Windows system administration.
  • Experience with deployment and maintenance of the Kubernetes platform.
  • Knowledge of Python and other data science tools.
  • Familiarity with Kerberos and or Active Directory configuration.
  • Knowledge of DevOps tools (Ansible) for deployment and configuration of infrastructure, container orchestration and implementation of security frameworks within a distributed environment for application deployments.

YNHHS Requisition ID

180233Originally posted on Himalayas

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