The Application Developer d evelops and modifies software under occasional guidance. Designs, codes, performs benchmark testing, debugging and documentation of programs. Implements small projects or components or large projects. Ability to solve medium to complex problems. This is a position within the Department of Biomedical Informatics at Vanderbilt University Medical Center and the Nashville Veterans Affairs Medical Center (VAMC). The candidate will work under the supervision of biomedical informatics faculty and fellows developing systems that use medical data to solve clinical problems. The candidate will collaborate with team members to support research in and use Natural Language Processing (NLP) and machine learning (ML) methods to explore and solve real world challenges
The mission of the Vanderbilt Department of Biomedical informatics has complementary themes that include education, research, service, and a commitment to our colleagues in our own institution and around the world. The Educational Mission is to educate undergraduate, graduate, and postgraduate trainees in the theory and practice of biomedical informatics.
* The Research and Service Mission is to develop and evaluate innovative technologies for the storage, retrieval, dissemination, and application of biomedical knowledge, in order to support clinical practice, biomedical research, life-long learning, and administration and as a result, to contribute to the professional body of knowledge in the field of biomedical informatics.
* The Professional and Ethical Mission is to maintain cooperation and collegiality with all those who learn and work with us locally, nationally, and internationally; and, to develop and disseminate ethical and professional standards for the conduct of biomedical informatics research and for the use and evaluation of health care informatics applications.
Day Shift/ Exempt Position
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Located in Nashville, Tennessee, and operating at a global crossroads of teaching, discovery and patient care, VUMC is a community of individuals who come to work each day with the simple aim of changing the world. It is a place where your expertise will be valued, your knowledge expanded and your abilities challenged. It is a place where your diversity -- of culture, thinking, learning and leading -- is sought and celebrated. It is a place where employees know they are part of something that is bigger than themselves, take exceptional pride in their work and never settle for what was good enough yesterday. Vanderbilt's mission is to advance health and wellness through preeminent programs in patient care, education, and research.
VUMC Recent Accomplishments
Because we are committed to providing the best in patient care, education and research, we are proud of our recent accomplishments:
* US News & World Report: #1 Adult Hospital in Tennessee and metropolitan Nashville, named to the Best Hospitals Honor Roll of the top 20 adult hospitals, 10 nationally ranked adult specialty programs, with 3 specialties rated in the top 10 nationally, Monroe Carell Jr. Children's Hospital at Vanderbilt named as one of the Best Children's Hospital in the nation, with 10 out of 10 pediatric specialties nationally ranked.
* Healthcare's Most Wired: Among the nation's 100 "most-wired" hospitals and health systems for its efforts in innovative medical technology.
* Becker's Hospital Review: named as one of the "100 Great Hospitals in America", in the roster of 100 Hospitals and Health Systems with Great Oncology Programs and to its list of the 100 Hospitals with Great Heart Programs.
* The Leapfrog Group: One of only 10 children's hospitals in the to be named at Leapfrog Top Hospital.
* American Association for the Advancement of Science: The School of Medicine has 112 elected fellows
* Magnet Recognition Program: Received our third consecutive Magnet designations.
* National Academy of Medicine: 22 members, elected by their peers in recognition of outstanding achievement
* Human Rights Campaign Healthcare Equality Index: 6 th year in a row that Vanderbilt University Medical Center was a Leader in LGBTQ Healthcare Equality.
Additional Key Elements/ Responsibilities:
* Write software to generate and support NLP and ML applications
* Clean, classify, and process unstructured biomedical text
* Transform annotated datasets for use in testing and training machine learning models
* Find and implement algorithms to evaluate and optimize feature detection
* Establish processes to train, evaluate, and assess viability of NLP & ML models
* Remain updated in the rapidly changing fields of NLP and ML
* Investigate state-of-the-art NLP and ML to solve novel biomedical challenges
* Passion for thinking creatively about applications of ML and NLP
* Proficiency in Java programming with 2+ years of experience is required.
* One or more years of Python programming experience is required.
* Experience designing and coding computational data structures and algorithms is required.
* Proficiency in the use of SQL for data querying and transformation is required.
* An ability to create programmatic solutions for database connectivity and querying is required.
* An ability to write clean, well-commented code is required.
* Experience working with large databases is required.
* A background in NLP and ML is preferred.
* Medical domain knowledge is preferred.
* Training or experience in statistics is preferred.
* Bachelor's Degree (or equivalent experience) and 2 years experience required.
***Masters Degree preferred but not required***
Internal Number: 2005024
About Vanderbilt Health
Vanderbilt University Medical Center is home to Vanderbilt University Hospital, The Monroe Carell Jr. Children’s Hospital at Vanderbilt, the Vanderbilt Psychiatric Hospital and the Vanderbilt Stallworth Rehabilitation Hospital. These hospitals experienced more than 61,000 inpatient admissions during fiscal year 2015. Vanderbilt’s adult and pediatric clinics treated nearly 2 million patients during this same period.Vanderbilt University Hospital and the Monroe Carell Jr. Children’s Hospital at Vanderbilt are recognized again this year by U.S. News & World Report’s Best Hospitals as among the nation’s best with 18 nationally ranked specialties. Vanderbilt University Medical Center is world renowned because of the innovation, work ethic and collegiality of its employees. From our health care advances to our compassionate care, Vanderbilt owes its accomplishments and reputation to staff and faculty who bring skill and drive and innovation to the medical center day after day. World-leading academic departments and comprehensive centers of excellence pursue scientific discoveries and transformational educational and clinical advances across the entire spectrum of health and disease.As th...e largest employer in middle Tennessee, we welcome those who are interested in ongoing development in a caring, culturally sensitive and professional atmosphere. Most of us spend so much of our lives at work, we want to be part of maintaining a workplace in which people support one another and encourage reaching for excellence. Many high-achieving employees stay at Vanderbilt because of the professional growth they experience and because of their appreciation of Vanderbilt’s benefits, public events and discussions, athletic opportunities, beautiful setting and, above all, sense of community and purpose.Vanderbilt and its employees share a set of mutual expectations that have been created with productivity, legality, fairness and safety always in mind. We believe that our investment in training and compensating employees multiplies in value when we enable individuals to deliver their best performance for the benefit of us all.
To improve the patient experience by providing health care providers; patients and their families; and others with information, education, networking opportunities, and related resources focused on best practices.