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Technical Associate I/Data Scientist, Fraenkel Lab

Company: Massachusetts Institute of Technology
Location: Boston
Posted on: June 12, 2021

Job Description:

REQUIRED: B.S./BA.Sc. in computer science, data science, analytics or a closely related field; two years of specialized related experience (which may include experience gained as an undergraduate); experience with traditional and advanced machine learning techniques such as support vector machines, random forests, and deep learning algorithms; experience with deep learning implementation platforms such as TensorFlow and PyTorch; experience working with large datasets, munging, feature engineering, and developing machine learning models, preferably on clinical datasets; experience with Python/R/SQL; ability to work independently and as part of a team; self-motivation; attention to detail; excellent organizational and communication skills; and ability to carefully document and maintain work in detailed written records. PREFERED: a background in biology. Job #19572

Must be able to work some nights and weekends as required to meet project deadlines.


TECHNICAL ASSOCIATE I/DATA SCIENTIST, Biological Engineering, to join the research group of Professor Ernest Fraenkel and implement, design, and build supervised and unsupervised algorithms to predict human performance in behavioral, cognitive, and physical tasks from their molecular features. Will be a part of the data science and engineering team within the Fraenkel Lab. Technological advances in the acquisition of biological data over the past decade have resulted in an explosion of information. Computational integration of different data modalities remains a key challenge, however, for researchers aiming to understand the underlying spatial and temporal biological processes. The technical associate will address this challenge through the application of state-of-the-art machine learning tools with the goal of generating new testable hypotheses, and perform other duties as assigned.

Keywords: Massachusetts Institute of Technology, Boston , Technical Associate I/Data Scientist, Fraenkel Lab, Other , Boston, Massachusetts

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