For Candidates

Senior Data Scientist / Healthcare

Published on Aug 09, 2021
blackthorn.ai

An Outsource company with office in Kyiv, Ukraine.

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Experience:
5+ years
Job Type:
Full-Time
Remote
Specializations:
Data Engineering
Deep Learning
Data Science & AI
What You Will Do Responsibilities
  1. Advanced and predictive analytics
  2. Machine Learning and Deep Learning models selection, development, evaluation, and tuning.
  3. Probabilistic modeling
  4. Feature selection and engineering
  5. Time series forecasting - patient state change trend
  6. NLP - nurse notes summarization
What You Should Bring
Must-have
  1. Python, GBDT, PyTorch / TensorFlow, NLTK, Sequence models
  2. Tools: Jupyter Notebook or PyCharm
  3. Tabular data mostly, some time series (patient state change trend) and NLP (nurse notes summarization)
  4. AWS stack:
  • VPC, Redshift, RDS - read data
  • Lambda, S3, EC2 / Fargate / SageMaker - operationalize the solution
  • SQS - message exchange
  1. Docker
Nice-to-have
  • Domain knowledge is highly desired.
  • Abbreviations: EHR, EMR, HCC, DRG, ICD-10, MCC, ICF, ICA, CMS...
  • What are admission, discharge, and readmission?
  • What information do medical claims contain?
  • Who are payers and providers?
What You Will Get Benefits
  • Fully remote
  • Flexible schedule
  • Small team
  • Full time or part-time (from 20 hours/week)
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