Position: Data Scientist / Healthcare
Company: blackthorn.ai
Category: Data Science
Experience required: 2y
English level: upper
Published: 2021-08-01T00:00:00+03:00

**Project**
Predictive patient care, clinical data analysis

**Tasks**
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

A lot of space for creativity - you are welcomed to propose new technologies or business goals and features (approval after the market value validation)

**Technologies**
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
5) Docker

**Domain Knowledge**
- 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? 

**Personality**
- Attentive to details
- Results-driven
- Responsible
- Proactive

**Salary**
Hourly-based

**Other Details**
- Fully remote
- Flexible schedule
- Small team
- Full time or part-time (from 20 hours/week)