hiring
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hiring [2021/02/02 13:59] jfries created |
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| - | The Shah Lab is currently seeking students to fill the following RA positions. | + | ====== Open positions for Research Assistantships ====== |
| - | + | The Shah Lab is currently not hiring any RA positions. | |
| - | ===== Role: Machine Learning Engineer / Data Scientist | + | |
| - | + | ||
| - | **Description**: | + | |
| - | We are looking for a Machine Learning Engineer / Data Scientist to work on exciting challenges at the intersection of Machine Learning and Healthcare. This is a unique opportunity to be working on Machine Learning models deployed on live Electronic Health Record data which enable and support various hospital functions and clinical workflows impacting thousands of patients each day. | + | |
| - | + | ||
| - | **Responsibilities: | + | |
| - | + | ||
| - | * Understanding clinical requirements and translating them into technical problem statements. | + | |
| - | * Communicating results and observations to technical audiences as well as clinicians in the form of visualizations, | + | |
| - | * Designing and implementing machine learning models to solve real world problems. | + | |
| - | * Working with live data streams as well as as large data repositories to enable training and inference of machine learning models. | + | |
| - | * Developing software that interacts with various hospital IT systems. | + | |
| - | + | ||
| - | **Requirements: | + | |
| - | + | ||
| - | * 5+ years of experience in software design and development. | + | |
| - | * 2+ years of hands-on experience using Python based machine learning libraries such as scikit-learn, | + | |
| - | * Experience working in a Linux environment and being comfortable with UNIX command line tools. | + | |
| - | * Familiarity with productivity tools like Git, Docker. | + | |
| - | * Familiarity with SQL, REST, Web programming. | + | |
| - | * In-depth conceptual understanding as well as hands-on experience with several supervised and unsupervised machine learning algorithms, such as Random Forests, Logistic Regression, Gradient Boosting, Neural Networks, PCA, K-means, etc. | + | |
| - | + | ||
| - | **Strongly preferred: | + | |
| - | + | ||
| - | * Prior experience with production deployment of software systems and/or machine learning systems. | + | |
| - | * Educational background involving quantitative techniques (CS, EE, Math, Statistics, etc.) | + | |
hiring.1612303140.txt.gz · Last modified: 2021/02/02 13:59 by jfries
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