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jobs:data_science_postdoc [2020/07/01 16:33] acallaha created |
jobs:data_science_postdoc [2022/12/12 10:55] (current) nigam |
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- | ===== Postdoctoral Scholar Position | + | {{ : |
- | ==== Informatics, | + | |
+ | ====== | ||
=== Starting September 2020 === | === Starting September 2020 === | ||
- | **About us:** We are a [[http:// | + | **About us:** We are a [[http:// |
- | **About the position:** The primary research focus of this postdoctoral scholar position is flexible, and will involve developing and advancing methods for data-driven bedside decision making, or machine learning for health system-level improvements. An additional operational focus will involve being responsible for our group’s data analysis and compute infrastructure, | + | **About the position:** The primary research focus of this postdoctoral scholar position is flexible, and will involve developing and advancing methods for data-driven bedside decision making, or machine learning for health system-level improvements. An additional operational focus will involve being responsible for our group’s data analysis and compute infrastructure, |
**About you:** You are a hands-on team member with research experience who collaborates with medical doctors, statisticians and computer scientists to advance methods for clinical decision making using observational health data and/or improving patient care via machine learning. You will manage our data and compute infrastructure to turbo-charge the research of our entire team. You are a contributor at all levels: designing methods as well as experiments to evaluate them, implementing robust code, and coordinating with our collaborators. | **About you:** You are a hands-on team member with research experience who collaborates with medical doctors, statisticians and computer scientists to advance methods for clinical decision making using observational health data and/or improving patient care via machine learning. You will manage our data and compute infrastructure to turbo-charge the research of our entire team. You are a contributor at all levels: designing methods as well as experiments to evaluate them, implementing robust code, and coordinating with our collaborators. | ||
- | You will find this position to be a good fit if: | + | You will find this position to be a good fit if you: |
- | * you are passionate about improving health care | + | * are passionate about improving health care |
- | * you can set up a GCP instance in your sleep | + | * can set up a GCP instance in your sleep |
- | * you are excited to work with rich, sometimes messy, patient-level data | + | * are excited to work with rich, sometimes messy, patient-level data |
- | * you thrive in dynamic, fast-paced environments | + | * thrive in dynamic, fast-paced environments |
You look forward to responsibilities that include: | You look forward to responsibilities that include: | ||
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* working in a team of researchers | * working in a team of researchers | ||
- | You meet **all** of the following requirements: | + | You meet **all** |
- | * PhD in CS, medical informatics, | + | * PhD in CS, medical informatics, |
* experience in processing and analyzing large datasets | * experience in processing and analyzing large datasets | ||
* 3+ years database management experience | * 3+ years database management experience | ||
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* excellent written and oral communication in English, with at least one peer-reviewed first-author manuscript | * excellent written and oral communication in English, with at least one peer-reviewed first-author manuscript | ||
- | You meet **some** of the desired qualifications: | + | You meet **some** |
* 1+ years of experience analyzing health data, such as insurance claims and EHRs | * 1+ years of experience analyzing health data, such as insurance claims and EHRs | ||
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* GCP system administration | * GCP system administration | ||
- | **Interested? | + | **Interested? |