Postdoctoral Research Fellow
2 days ago
The MD Anderson Cancer Center is seeking a highly motivated Postdoctoral Fellow to join our research team. As a Postdoctoral Fellow, you will work under the supervision of a principal investigator to execute research projects, focusing on developing skills to transition from mentored research to independent research.
Research FocusOur research team is focused on developing ontological systems for cancer care, knowledge representation approaches, and innovative methodologies to facilitate findability, accessibility, interoperability, and reusability (FAIR) of clinical information from diverse sources. We are also working on integrating multimodal data to identify high-risk cancer populations or health disparities, developing biomedical and computational methods to aid in the early diagnosis and management of acute and late cancer therapy-related toxicities, and developing novel and robust data analysis algorithms to tackle causal mechanisms of action for the onset and progression of head and neck cancer disease.
Responsibilities- Provide analysis and develop algorithms and software for clinical and scientific problems.
- Assist the principal investigator with mentoring junior lab members and leading collaborative projects between the research team, clinical staff, and rotating researchers.
- Gain expertise in clinical informatics with a focus on advanced or semi-automated methods for making data ML/AI-ready and ontological systems.
- Training and supervising other research personnel on techniques and equipment procedures.
- Standardization of database records and nomenclature to optimize semantic interoperability.
- Collect, analyze, and plot data using appropriate software applications, and store and record data on computer and lab notebooks.
- Assist in writing of scientific papers for publication, grant applications, and presentations at scientific meetings.
Required Education: PhD in Computer Engineering, Applied Mathematics, Computer Science, Statistics, Computational Biology, or related field.
Required Experience: Three years of experience in data/computer science applications including ML/AI modeling, data curation, and ETL pipeline development or data architecture strategies. With a master's degree, one year of experience is required. With a PhD, no experience is required.
Preferred: Experience with reinforcement learning approaches. Experience handling clinical and/or multidimensional data. Experience with electronic health record automatic data extraction, transformation, database design, and biomedical informatics is highly preferred. Experience with natural-language processing is also preferred.
BenefitsMD Anderson offers full-time postdoc positions with a competitive salary and benefits package, including paid medical benefits, group dental, vision, life, AD&D, and disability coverage, paid education, vacation, and sick leave, paid institutional holidays, wellness leave, childcare leave, and other paid leave programs, Teachers Retirement System defined-benefit pension plan and two voluntary retirement plans, employer-paid life, AD&D, and an illness-related reduced salary pay program, Health Savings Account and Dependent Care Reimbursement flexible spending accounts, fertility benefits, State of Texas longevity pay, and extensive wellness, fitness, employee health programs, and employee resource groups.
Faculty MentorAmy Moreno, MD
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