Systems Architect 2, MLOps Engineer

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Current Employees: If you are a current Staff, Faculty or Temporary employee at the University of Miami , please click here to log in to Workday to use the internal application process. To learn how to apply for a faculty or staff position, please review this tip sheet. The UHealth- University of Miami Health System Information Technology Systems Department has an opportunity for a full-time Systems Architect 2, MLOps Engineer. The Systems Architect 2, MLOps Engineer is responsible for the independent design, development, and deployment of clinical applications and technologies. The architect defines system solutions based on user/client needs, cost, and required integration with existing applications, systems, or platforms. This employee also researches, identifies, selects, and tests technology products required for solution delivery. Establishes, implements, and documents technology integration or migration strategies. The employee must have the ability to proactively identify needs within the organization and, using expert technical and industry knowledge, design and build new solutions in support of organizational goals. Core Responsibilities: Engineers new workflows or optimize existing business processes that supersede existing standards set in place internally or by vendors utilizing expert knowledge crossing multiple clinical applications and operational areas. Leads projects associated with application implementation and execution of high complexity and larger impact. Applies project management methodology and utilizes standard project management for software in development and maintenance of project plans. Functions as an independent project lead or provides oversight for project manager and/or business analyst on assigned projects and recognize/ minimize business value lost during project/program execution. Performs proactive analysis on current systems and technology in order to recommend potential changes or enhancements that will assist in adhering to organization's strategic vision and improve operational workflows as well as patient and end user experience. Identifies product and customization requirements to effectively address necessary product configuration, while working within project scope and time line. Serves as mentor to senior analysts and is proficient and/or certified in numerous applications. Holds a comprehensive working knowledge and understands healthcare operational processes and job functions pertaining to assigned UHealth IT clinical applications and solutions. Possesses expert knowledge of third party partnerships, experience with managing vendor relationships, and contract negotiations. Provides support to the team in analyzing, resolving, and escalating complex integration problems encountered by the team during system implementations and upgrades. Implement projects that are ahead of industry/peer trends. Thinks out of the box and follows the marking curve to stay on the forefront of Healthcare technology. Designs new solutions. Participates in new hire orientation by providing the clinical application support in the work area required for the job role. Collaborates with clinic leadership to develop or improve operational processes, polices, and procedures. Participates in all clinical operations meetings to assess user feedback, gather future requirements for modifications, and provide a status on competency, adoption, and utilization rates. Facilitates knowledge transfer of the technology-enabled user workflows and best practice use of applications. Adheres to University and unit-level policies and procedures and safeguards University assets. Department Specific Functions: Architect and implement infrastructure to support machine learning (ML) and artificial intelligence (AI) workloads across research, clinical, and operational domains Apply strong proficiency in Python and machine learning frameworks to build a platform that ensures reproducibility and scalability of advanced ML/AI so

现有员工：如果您是University of Miami的现有教职员工、教师或临时员工，请点击此处登录Workday以使用内部申请流程。要了解如何申请教职员工或教师职位，请查阅此提示表。UHealth-University of Miami Health System信息技术系统部门现有一个全职Systems Architect 2, MLOps Engineer的机会。Systems Architect 2, MLOps Engineer负责临床应用程序和技术的独立设计、开发和部署。该架构师根据用户/客户需求、成本以及与现有应用程序、系统或平台所需的集成来定义系统解决方案。该员工还研究、识别、选择和测试解决方案交付所需的技术产品。建立、实施和记录技术集成或迁移策略。该员工必须能够主动识别组织内的需求，并利用专家级技术和行业知识，设计并构建新解决方案以支持组织目标。核心职责：利用跨多个临床应用程序和运营领域的专家知识，设计新工作流或优化现有业务流程，以取代内部或供应商既有的标准。领导与应用程序实施和执行相关的、高复杂度和较大影响的项目。应用项目管理方法论，并利用标准项目管理软件来制定和维护项目计划。作为独立项目负责人发挥作用，或为指定项目中的项目经理和/或业务分析师提供监督，并识别/尽量减少项目/计划执行期间损失的商业价值。对当前系统和技术进行主动分析，以建议可能的变更或增强，从而帮助遵循组织的战略愿景，并改善运营工作流以及患者和最终用户体验。识别产品和定制需求，以有效满足必要的产品配置，同时在项目范围和时间线内工作。担任高级分析师的导师，并精通和/或获得众多应用的认证。拥有全面的工作知识，并了解与指定UHealth IT临床应用程序和解决方案相关的医疗运营流程和工作职能。具备第三方合作伙伴关系的专家知识、管理供应商关系的经验以及合同谈判经验。在系统实施和升级期间，支持团队分析、解决和升级团队遇到的复杂集成问题。实施领先于行业/同行趋势的项目。跳出框框思考，并跟随市场曲线以保持在医疗保健技术的前沿。设计新解决方案。通过在工作区域提供该职位所需的临床应用程序支持，参与新员工入职培训。与诊所领导层合作，制定或改进运营流程、政策和程序。参加所有临床运营会议，以评估用户反馈、收集未来修改需求，并提供能力、采用和使用率方面的状态。促进技术赋能用户工作流和应用程序最佳实践使用的知识转移。遵守大学和部门层面的政策和程序，并保护大学资产。部门特定职能：架构并实施基础设施，以支持跨研究、临床和运营领域的机器学习（ML）和人工智能（AI）工作负载。运用对Python和机器学习框架的熟练掌握，构建一个平台，确保高级ML/AI的可重复性和可扩展性，从而

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