Senior Data Scientist (with experience in NLP in Healthcare) @ Eon | Jobright.ai
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Senior Data Scientist (with experience in NLP in Healthcare) jobs in United States
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Eon · 20 hours ago

Senior Data Scientist (with experience in NLP in Healthcare)

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Health CareHospital
Hiring Manager
Linda Tomberlin, PHR, SHRM-SCP
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Responsibilities

Perform exploratory data analysis
Create datasets for annotation, design annotation schemas, process annotated data into datasets for model training and evaluation
Select appropriate modeling techniques
Implement production-ready model code in Python
Maintain and improve model code
Mentor junior team members

Qualification

Find out how your skills align with this job's requirements. If anything seems off, you can easily click on the tags to select or unselect skills to reflect your actual expertise.

Data ScienceNLPHealthcare domainPythonMachine Learning algorithmsSpaCySQLData StructuresAlgorithmsUnix commandsMatplotlibKerasTensorFlowTransformer modelsInformation ExtractionRadiology reportsAnatomy understanding

Required

Data Science / Modeling experience: 10+ years
NLP/NLU experience: 3+ years (natural language processing and understanding)
Healthcare domain: 3+ years
spaCy (python library for NLP): 2+ years
Solid Python: 5+ years
Graduate degree (or equivalent experience) in Computer Science, Machine Learning or other quantitative field
Experience developing and validation NLP models in a clinical domain
Deep understanding of NLP fundamental concepts and models, such as language modeling, word embeddings, topic modeling, text categorization, information extraction, natural language understanding, transfer learning
Deep understanding and experience in applying ML algorithms, such as Logistic Regression, Decision Trees, SVM, Naive Bayes, kNN, Random Forests, Dimensionality Reduction Algorithms, K-means clustering, etc.
Experience performing training/testing/validation dataset construction
Expertise in Python and SQL
Working knowledge of Unix commands and good security practices
Solid knowledge of Data Structures and Algorithms, including algorithm complexity
Experience with visualization libraries such as Matplotlib, ggplot, etc.

Preferred

Familiarity with knowledge representation, automated knowledge acquisition and reasoning is a huge plus
Familiarity with radiology reports is a huge plus
Basic understanding of Anatomy

Benefits

Health insurance
401K
Referral bonuses
Unlimited Paid Time Off
Paid Maternity and Paternity leave
Professional development and career growth opportunities

Company

Eon

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Eon is a healthcare technology company with a mission to making patients healthier and healthcare affordable.

Funding

Current Stage
Early Stage
Total Funding
$16M
Key Investors
Integrity Growth PartnersMark Cuban
2022-04-06Series A· $16M
2017-03-03Seed

Leadership Team

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Akrum Alzubaidi
Co CEO
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Michael Mucha
Chief Commercial Officer
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Company data provided by crunchbase
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