Postdoctoral Research Associate (Genomics and Data Science) - Radiation Oncology
Washington University in St. Louis
Location: St. Louis, Missouri
Internal Number: JR50286
The Washington University School of Medicine, Department of Radiation Oncology, invites talented post-doctoral candidates with a background in genomic data analysis, algorithm design, and/or machine learning to apply for a position in Dr. Jin Zhang's translational genomics lab (https://sites.wustl.edu/jinzhang). The candidate will play a critical role in finding new discoveries and developing advanced genomic and data science approaches in cancer biology as applied in personalized radiation therapy (RT). The position offers an excellent opportunity to conduct research in a supportive and stimulating environment, closely collaborating with computer scientists, biologists, and clinicians within Department of Radiation Oncology and other institutes across the campus, including the McDonnell Genome Institute, Institute for Informatics, and Siteman Cancer Center.
Primary Duties & Responsibilities
Develop hypotheses and design novel genomics and data science approaches in translational cancer genomics.
Establish and execute pipelines through developing novel algorithms and integrating existing bioinformatics tools using next-generation sequencing and other omics data.
Prepare and present results of research in internal seminars and external conferences and journals.
Assist with grant preparation and reporting.
Train research assistants in the lab and work with other researchers in applying the informatics tools we develop.
Ph.D. (or equivalent degree)in bioinformatics, genomics, computational biology, computer science, machine learning, or related field to be considered.
Experience with bioinformatic algorithm development and/or bioinformatic data analysis.
Proficiency in a programming language, such as Python, C++, and/or Perl.
Proficiency in a statistical programming language, such as R and SAS.
Experience with scientific computing and data visualization tools.
Highly motivated with excellent oral and written communication skills.
Understanding of current next-generation sequencing technologies.
Understanding of statistical techniques for differential expression, gene set enrichment analysis, clustering, outcome analysis, and multivariant analysis.
Experience with Git, Docker, and Cloud computing.
And/or understanding concepts and techniques in machine learning with Scikit-Learn, Keras, and/or TensorFlow.
Base pay commensurate with experience.
Applicant Special Instructions
Interested candidates should send a cover letter (brief) and curriculum vitae to Dr. Jin Zhang at email@example.com.
All external candidates receiving an offer for employment will be required to submit to pre-employment screening for this position. The screenings will include criminal background check and, as applicable for the position, other background checks, drug screen, an employment and education or licensure/certification verification, physical examination, certain vaccinations and/or governmental registry checks. All offers are contingent upon successful completion of required screening.
Washington University in St. Louis is committed to providing a comprehensive and competitive benefits package to our employees. Benefits eligibility is subject to employment status, full-time equivalent (FTE) workload, and weekly standard hours. Please visit our website at https://hr.wustl.edu/benefits/ to view a summary of benefits.
Washington University is an equal opportunity and affirmative action employer. All qualified applicants will receive consideration without regard to an individualâ™s sex, race, color, religion, age, disability status, protected veteran status, national or ethnic origin, gender identity or expression, sexual orientation. Women, minorities, protected veterans and the disabled are strongly encouraged to apply.
Washington University is dedicated to building a diverse community of individuals who are committed to contributing to an inclusive environment â“ fostering respect for all and welcoming individuals from diverse backgrounds, experiences and perspectives. Individuals with a commitment to these values are encouraged to apply.
Washington University in St. Louis, a medium-sized, independent university, is dedicated to challenging its faculty and students alike to seek new knowledge and greater understanding of an ever-changing, multicultural world. The University offers more than 90 programs and almost 1,500 courses leading to bachelor's, master's and doctoral degrees in a broad spectrum of traditional and interdisciplinary fields, with additional opportunities for minor concentrations and individualized programs. The faculty is composed of scholars, scientists, artists and members of the learned professions. They serve society by teaching; by adding to the store of human art, creativity, understanding, and wisdom; and by providing direct services, such as health care.