- Conduct innovative research to develop novel algorithms, models, and techniques using machine learning and big data methods, with applications ranging from analyzing electronic health records (EHRs) to broader areas including digital twins and complex systems simulations.
- Design and implement scalable data pipelines for preprocessing, cleaning, and integrating diverse data sources to create reliable datasets, focusing on both large datasets and those with scarce data.
- Apply statistical analysis and machine learning techniques to extract valuable insights, identifying patterns, outcomes, predictive models, and recommendations tailored to specific domains.
- Conduct research and technology application development in machine learning/AI, digital twins, and computer simulations for complex processes and operations.
- Collaborate with professionals, domain experts, and partner organizations to identify research questions and translate them into actionable solutions.
- Play a leadership role in the conceptualization and implementation of simulation engineering, supporting the setup and expansion of laboratory facilities
- Work independently and as part of a team, providing leadership and direction to junior researchers, students, and postdocs.
- Confers with principal investigators (PI) in developing and executing comprehensive research projects and plans.
- Develop complex systems architectures, engage in software engineering (programming), and database interface development.
- Utilize computer simulations, modeling, and augmented reality/virtual reality (AR/VR) for predictive analytics and "what-if" scenarios.
- Develop advanced machine learning/AI models for a wide variety of applications.
- Prepare manuscripts, publications, grant proposals, and presentations to disseminate research findings.
- Coordinate and direct the work of students, postdocs, and less senior researchers, ensuring collaborative and productive research activities.
- Provide oversight of lab equipment, servers, workstations, and software inventory, serving as a primary expert on the lab's computing operations integration.
- Responsible for overseeing the lab's computing infrastructure, ensuring lab operations safety, and compliance with relevant standards and regulations.
- A Ph.
- A strong background in machine learning, deep learning, natural language processing, and statistical data analysis techniques and computational simulation.
- Experience working with big data technologies, such as Apache Hadoop, Spark, or similar frameworks is desirable but not required
- Facility with AR/VR technologies and their use as visualization tools is desirable but not required
- Proficiency in programming languages commonly used in data science, such as Python, R, or Julia.
- Familiarity with electronic health records and healthcare-related datasets is highly desirable.
- Strong publication record in relevant conferences and journals, demonstrating expertise in machine learning and healthcare informatics is desirable but not required
- Excellent problem-solving and critical-thinking skills, with the ability to approach complex challenges with creativity and innovation.
- Effective communication skills, both written and verbal, to articulate research findings and collaborate with a diverse team of researchers and professionals.
- Demonstrated ability to work independently and collaboratively, showing initiative and a passion for advancing research in the healthcare domain.
- Willingness to aggressively purse publication and grant writing
-
Advising Coordinator- College of Nursing
1 week ago
Knoxville knoxville, United States Full timeAdvising Coordinator - Office of Student Services · The College of Nursing at the University of Tennessee, Knoxville, seeks a dynamic Advising Coordinator to elevate the academic experience of our diverse student population , preparing them to be the next generation of health ca ...
-
InsideHigherEd Knoxville, United StatesAbout the Position: · We are seeking a highly motivated and skilled Senior Research Associate. This position is an essential member in ensuring the successful start-up and operation of Applied SystemsLaboratory) (ASL). Crucial elements include the designs and supports of research ...
-
University of Tennessee, Knoxville knoxville, United States Full timeAbout the Position: · We are seeking a highly motivated and skilled Senior Research Associate. This position is an essential member in ensuring the successful start-up and operation of Applied SystemsLaboratory) (ASL). Crucial elements include the designs and supports of researc ...
-
East Tennessee State University Sevierville, TN, United StatesPosition Information · Job Title College of Nursing, Temporary/Hourly Paid Positions Department Office of the Dean, College of Nursing Pay Grade Job Category Temporary Job Summary · Use this posting to apply for the following TEMPORARY/PRN Clerical Support positions including but ...
-
SOUTH COLLEGE CONCORD FARR, TN , USA, United StatesSouth College invites capable, energetic, outgoing, applicants who are focused on transforming lives of our customers/students At South College, you will help implement our strategy of Where Dreams Find Direction We are one of the nation's fastest growing institutions of higher l ...
-
South College CONCORD FARR, TN , USA, United States· South College invites capable, energetic, outgoing, applicants who are focused on transforming lives of our customers/students At South College, you will help implement our strategy of Where Dreams Find Direction We are one of the nation's fastest growing institutions of highe ...
-
SOUTH COLLEGE Knoxville, United StatesJob Description · Job DescriptionDescription:South College invites capable, energetic, outgoing, applicants who are focused on transforming lives of our customers/students At South College, you will help implement our strategy of "Where Dreams Find Direction" We are one of the na ...
-
LPN Nursing Full Time Faculty
2 weeks ago
South College Knoxville, TN, United States Full timeMaintain professional standards of practice in teaching in the classroom and in clinical settings. - Meet South College standards for course syllabi creation and submission, classroom management, use of technology, grade submission, and records manag Nursing, Faculty, LPN, Evalua ...
-
LPN Nursing Full-Time Faculty
2 weeks ago
SOUTH COLLEGE Knoxville, United States Full timeJob Description · Job DescriptionDescription:South College Knoxville learning site located in Knoxville, TN, is conducting a search for the position of nursing faculty (instructor/assistant professor/associate professor; commensurate with experience) for the South College School ...
-
Nurse Practitioner
2 weeks ago
University of Tennessee Medical Center Knoxville, TN, United StatesPosition Summary: · Provides care, treatment, and support services within the scope of nursing practice to patients presenting with life threating illnesses or injuries, as assigned by and under the direction of the supervising physician, who shall be available for direct communi ...
-
dnp nap full-time faculty
2 weeks ago
South College CONCORD FARR, TN , USA, United States Full time· South College invites capable, energetic, outgoing, applicants who are focused on transforming lives of our customers/students At South College, you will help implement our strategy of Where Dreams Find Direction We are one of the nation's fastest growing institutions of highe ...
-
LPN Nursing Full-Time Faculty
3 weeks ago
South College Knoxville, United States Full timeSouth College Knoxville learning site located in Knoxville, TN, is conducting a search for the position of nursing faculty (instructor/assistant professor/associate professor; commensurate with experience) for the South College School of Nursing. The position will have primary te ...
-
Specialist
1 week ago
University of Tennessee Medical Center Knoxville, United StatesPosition Summary: · Responsible for concurrent review of inpatient medical records to identify documentation issues and opportunities for improving the quality of physician documentation. Identifies missing diagnoses and procedures, inappropriate terminology and opportunities for ...
-
Lpn - Day Shift
1 week ago
Lakewood Place Loudon, United States**Position: LPN** · **Supervisor: Director of Wellness** · **Summary of Responsibilities**: · Directly supervise all employees of the Nursing Department while on shift, with final supervisor authority resting with · the Director of Wellness. Carries out supervisory responsibiliti ...
-
nurse practitioner
3 weeks ago
University of Tennessee Medical Center Knoxville, TN , USA, United StatesPosition Summary: · Provides care to patients acting as an assistant to Physicians in the clinic following established standards and practices. Serves as clinical team lead for nursing related activities in the Outreach Oncology setting. · Position Qualification: · Fifth year col ...
-
South College Knoxville, TN, United StatesMaintain professional standards of practice in teaching in the classroom and in clinical settings. - Meet South College standards for course syllabi creation and submission, classroom management, use of technology, grade submission, and records manag Nursing, Infant, Instructor, ...
-
lpn program coordinator
3 weeks ago
SOUTH COLLEGE CONCORD FARR, TN , USA, United StatesSouth College invites capable, energetic, outgoing, applicants who are focused on transforming lives of our customers/students At South College, you will help implement our strategy of Where Dreams Find Direction We are one of the nation's fastest growing institutions of higher l ...
-
lpn program coordinator
3 weeks ago
South College CONCORD FARR, TN , USA, United States· South College invites capable, energetic, outgoing, applicants who are focused on transforming lives of our customers/students At South College, you will help implement our strategy of Where Dreams Find Direction We are one of the nation's fastest growing institutions of highe ...
-
Director of Nursing and Allied Health
3 weeks ago
The Tennessee Board of Regents Knoxville, United StatesTitle: Director of Nursing and Allied Health · Employee Classification: Other Professionals · Institution: TCAT-Knoxville · Department: Practical Nursing and Allied Health · Campus Location: TCAT Knoxville · Job Summary · Under the President and Vice President's administrative di ...
-
Nurse Practitioner
2 weeks ago
University of Tennessee Medical Center Knoxville, TN, United StatesPosition Summary: · ACNP or PA-C full time position in the Neurocritical Care Unit. · There is an opportunity to work with the Department of Neurocritical Care as an ACNP or PA-C caring for our NeuroICU patients. The Neurocritical Care Unit is a 24-bed unit caring for critically ...
Post-Doctoral Research Associate- College of Nursing - Knoxville, United States - University of Tennessee
Description
Postdoctoral Researcher - Machine Learning and Big Data in Electronic Health Records and Other High Consequence ApplicationsAbout the Position:
We are seeking a highly motivated and skilled Postdoctoral Researcher to join our dynamic team and contribute to cutting-edge research in the field of machine learning and big data applied to electronic health records (EHRs).
As a Postdoctoral Researcher, you will play a crucial role in advancing our understanding of how machine learning and big data analytics can transform healthcare by extracting valuable insights from vast and diverse EHR datasets.
This position offers an exciting opportunity to collaborate with interdisciplinary experts, leverage state-of-the-art technologies, and significantly impact the future of healthcare and other high-consequence applications.
US citizenship is a prerequisite.Responsibilities:
The role involves a broad spectrum of responsibilities, merging innovative research methodologies with advanced technology application and leadership in high-consequence domains.
Research and Development:
Collaboration and Leadership:
Technology and Methodology:
Communication and Management:
This comprehensive role is designed for individuals eager to drive forward the state of the art in machine learning, data analytics, and simulation engineering across various critical sectors.
The successful candidate will demonstrate a robust capability for independent judgment, leadership, and collaboration, underpinning significant advancements in research and development.
Qualifications:
in Computer Science, Electrical Engineering, Systems Engineering, Biomedical Informatics, or related fields with a focus on machine learning, data science, or healthcare analytics.
Duration and Compensation:
This is a full-time, fixed-term position with a duration of up to 2 years. The successful candidate will receive a competitive salary and benefits package commensurate with experience and qualifications.
Application Instructions:
Interested applicants should submit a cover letter, updated curriculum vitae, a list of publications, and the names and contact information of at least two academic or professional references.
Please outline your relevant research experience and your interest in contributing to the field of machine learning and big data applied to electronic health records.
Applications will be reviewed on a rolling basis until the position is filled. This position is limited to US citizens.Organization Information:
The University of Tennessee Applied Systems Laboratory is a new organization that supports high-consequence environments with machine learning, and complex systems simulation research.
