Data Scientist - Clinical AI
Work At Home-New York, United States
USD 79K-158K Mid-level Full Time
Tasks
- Build and fine tune small language models
- Collaborate to integrate models into products and decision making
- Communicate findings to technical and non-technical stakeholders
- Develop predictive analytics solutions
- Ensure data governance and HIPAA compliance
- Evaluate emerging NLP and foundation model techniques
- Extract signal from unstructured clinical text
- Leverage large language models for clinical use cases
- Perform exploratory data analysis
Perks/Benefits
- N/A
Skills/Tech-stack
BigQuery | CI/CD | Cross-validation | Data Analysis | Data Standards | Deidentification Tokenization | Entity recognition | Experiment tracking | Exploratory Data Analysis | FHIR | Feature Engineering | Fine Tuning | Git | Gradient boosting | HIPAA | HL7 | HL7 FHIR | Healthcare Data | Healthcare data standards | Hugging Face | Hugging Face Transformers | Logistic Regression | MLOps | Model Evaluation | Model Monitoring | NLP | Named Entity Recognition | PHI Deidentification | Pandas | Prompt engineering | PyTorch | Python | RAG | SQL | Scikit-learn | Survival analysis | TensorFlow | Text Classification | Tokenization | Topic Modeling | Vertex AI
Education
Roles
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