Baylor College of Medicine · 10 hours ago
Data Scientist
USA
Full-time
Remote
Senior Level
5+ years exp
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Responsibilities
NLP
ML
Development of dashboards, calculations and reports which may require programming in SQL and the like.
Data management in SQL.
Development and tuning of machine learning models, which may require programming in Python and/or R
Prepare comprehensive documented observations, analyses and interpretations of results including technical reports, summaries, protocols and quantitative analyses
Translate healthcare challenges into mathematical problems (Requirement and Scope definition)
Document the applications that are developed
Participate in regular progress meetings with clinical collaborators (multiple times a week) face to face or via on-line meeting software; this may include working on-site
Work with researchers and clinicians to design and implement new NLP components and prepare presentations and publications
Develop infrastructure for cleaning and processing data and running experiments to evaluate system performance
Perform error analysis and suggesting and implementing improvements
Test, debug, and harden complex pipelines of NLP components
Perform other job-related duties as assigned
Qualification
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Required
Master’s degree in statistics, science, mathematics or related field.
Five years of relevant experience.
Significant experience using Python, and R, R Shiny, and MATLAB in multiple analytical applications.
Experience extracting and transforming data from relational databases, i.e. SQL Server.
Development of dashboards, calculations and reports which may require programming in SQL and the like.
Data management in SQL.
Development and tuning of machine learning models, which may require programming in Python and/or R.
Prepare comprehensive documented observations, analyses and interpretations of results including technical reports, summaries, protocols and quantitative analyses.
Translate healthcare challenges into mathematical problems (Requirement and Scope definition).
Document the applications that are developed.
Participate in regular progress meetings with clinical collaborators (multiple times a week) face to face or via on-line meeting software; this may include working on-site.
Work with researchers and clinicians to design and implement new NLP components and prepare presentations and publications.
Develop infrastructure for cleaning and processing data and running experiments to evaluate system performance.
Perform error analysis and suggesting and implementing improvements.
Test, debug, and harden complex pipelines of NLP components.
Perform other job-related duties as assigned.
Preferred
PhD in computer science, math, engineering, stats, or data science.
Previous experience with VA EMR strongly preferred.
Should have a proven track record of efficiently conducting and coordinating data analytics projects both independently and collaboratively.
A background in a diverse field that complements data science (such as applied discipline expertise and statistics) is considered an asset.
Strong programming skills, interest or experience in NLP research and machine learning, and be passionate about building NLP systems through innovation and experimentation.
Experience participating in the research process in an academic setting.
Experience applying machine learning to NLP problems.
Company
Baylor College of Medicine
Baylor College of Medicine, located in the Texas Medical Center, is a health sciences university located in Houston, Texas
5001-10000 employees
H1B Sponsorship
Baylor College of Medicine has a track record of offering H1B sponsorships. Please note that this does not
guarantee sponsorship for this specific role. Below presents additional info for your
reference. (Data Powered by US Department of Labor)
Distribution of Different Job Fields Receiving Sponsorship
Represents job field similar to this job
Trends of Total Sponsorships
2023 (131)
2022 (183)
2021 (189)
2020 (178)
Funding
Current Stage
Late StageTotal Funding
$10.85MKey Investors
National Human Genome Research InstituteNational Heart, Lung and Blood InstituteCancer Prevention and Research Institute of Texas
2024-12-05Grant· $3.5M
2024-09-26Grant
2024-09-19Grant
Leadership Team
S
Sunit Sebastian
Chief of Radiology, BTGH, Chief of Emergency Radiology, Associate Prof, Vice Chair of Innovation
Recent News
2023-08-18
Hyundai Hope On Wheels
2022-11-19
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