UHealth IT数据科学家（H）
UHealth IT Data Scientist (H)
现任员工：
如果您是迈阿密大学的现任员工、教职员工或临时员工，请点击此处登录Workday以使用内部申请流程。有关如何申请教职或员工职位，请查阅此提示表。
迈阿密大学健康体系（“UHealth”）信息科技与系统部有一个全职UHealth IT数据科学家的职位机会。
UHealth IT数据科学家提供数据科学方法方面的专业知识，包括预测建模和机器学习。该职位设计并实施先进的分析解决方案，同时与迈阿密大学企业内的各种利益相关者合作。UHealth IT数据科学家负责定义问题陈述，制定假设，并构建分析模型，以支持商业决策和结果。该职位需要独立主动性和与跨职能团队的合作，以增强数据驱动策略。
核心职责：
- 开发和实施先进的分析解决方案，包括预测和处方模型，以支持临床、运营、财务和技术决策。
- 与利益相关者合作，将复杂的数据洞察转化为可操作的建议，确保与组织目标一致。
- 参与机器学习开发生命周期，包括数据获取、模型开发、训练和部署，确保解决方案的稳健性和可扩展性。
- 与外部机器学习模型合作，协助利益相关者理解并应用模型输出到实际场景中。
- 向非技术受众传达技术概念和分析结果，提高数据驱动洞察的可访问性和影响力。
- 参与跨职能团队，将数据科学方法整合到工作流程和技术产品中。
- 贡献于数据提取、处理和分析的文档开发和维护，确保数据产品的完整性和质量。
- 持续扩展医疗保健分析和数据科学最佳实践的知识，将新技术和工具融入日常工作中。
- 支持数据产品的准备和维护，如仪表板和交互式报告，与数据工程团队合作进行部署。
- 与更广泛的企事业社区互动，促进技术的传播和应用
查看英文原文
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 University of Miami Health System (“UHealth”) Information Technology & Systems Department has an exciting opportunity for a full-time UHealth IT Data Scientist.
The UHealth IT Data Scientist provides expertise in data science methodologies, including predictive modeling and machine learning. This incumbent is this position designs and implements advanced analytics solutions while collaborating with various stakeholders across the University of Miami enterprise. The UHealth IT Data Scientist works to define problem statements, develops hypotheses, and builds analytical models that inform business decisions and outcomes. This role requires both independent initiative and collaboration with cross-functional teams to enhance data-driven strategies.
Core Responsibilities:
- Develops and implements advanced analytical solutions, including predictive and prescriptive models, to support clinical, operational, financial, and technical decision-making.
- Collaborates with stakeholders to translate complex data insights into actionable recommendations, ensuring alignment with organizational goals.
- Engages in the machine learning development lifecycle, including data acquisition, model development, training, and deployment, ensuring robust and scalable solutions.
- Works with external machine learning models, assisting stakeholders in understanding and applying model outputs to real-world scenarios.
- Communicates technical concepts and analytical results to non-technical audiences, enhancing the accessibility and impact of data-driven insights.
- Participates in cross-functional teams to integrate data science methodologies into workflows and technical products.
- Contributes to the development and maintenance of documentation for data extraction, handling, and analysis, ensuring the integrity and quality of data products.
- Continuously expands knowledge of healthcare analytics and data science best practices, incorporating new techniques and tools into daily work.
- Supports the preparation and maintenance of data products, such as dashboards and interactive reports, collaborating with data engineering teams for deployment.
- Engages with the broader enterprise community to promote the use of data science and participate in educational initiatives.
- Establishes and continuously assesses the effectiveness of the internal controls within the unit and compliance with University policies and procedures.
- Ensures employees are trained on controls within the function and on University policy and procedures.
Department Specific Functions
- Collaborate with academic and medical partners to design, develop, and deploy LLM‑based chatbots and agents that support research‑driven interventions and enhance patient experience.
- Develop, implement, and maintain the SCAN360 website, data assets, and web applications.
- Co-author presentations and articles on cancer epidemiology and related topics, with academic partners.
This list of duties and responsibilities is not intended to be all-inclusive and may be expanded to include other duties or responsibilities as necessary.
MINIMUM QUALIFICATIONS:
- Master’s degree in relevant field
- Certification in relevant specialty or field
- Minimum 3 years of relevant experience
- Skill in completing assignments accurately and with attention to detail.
- Ability to analyze, organize and prioritize work under pressure while meeting deadlines.
- Ability to process and handle confidential information with discretion
- Skill in collecting, organizing and analyzing data.
- Ability to recognize, analyze, and solve a variety of problems.
- Ability to exercise sound judgment in making critical decisions.
Any appropriate combination of relevant education, experience and/or certifications may be considered.
The University of Miami offers competitive salaries and a comprehensive benefits package including medical, dental, tuition remission and more.
UHealth-University of Miami Health System, South Florida's only university-based health system, provides leading-edge patient care powered by the ground breaking research and medical education at the Miller School of Medicine. As an academic medical center, we are proud to serve South Florida, Latin America and the Caribbean. Our physicians represent more than 100 specialties and sub-specialties, and have more than one million patient encounters each year. Our tradition of excellence has earned worldwide recognition for outstanding teaching, research and patient care. We're the challenge you've been looking for.
The University of Miami is an Equal Opportunity Employer. Applicants and employees are protected from discrimination based on certain categories protected by Federal law.
Job Status:
Full timeEmployee Type:
StaffOriginally posted on Himalayas