Senior Data Scientist
Tasks
- Build and deploy machine learning models
- Build statistical models for risk stratification
- Create automated data pipelines for real-time analytics
- Create data visualizations for stakeholders
- Deploy models to cloud environments
- Develop clinical decision support models
- Develop generative AI systems
- Ensure compliance with healthcare data standards
- Fine tune models and optimize prompts
- Implement rag pipelines
- Perform NLP and LLM model development
- Present insights to cross-functional teams
Perks/Benefits
- N/A
Skills/Tech-stack
A/B | A/B Testing | AWS | Azure | B testing | BLEU | CPT | Causal Inference | Chroma | Docker | Embeddings | Fine Tuning | GCP | Ggplot2 | Git | HIPAA | HITECH | HL7 FHIR | Hadoop | Hugging Face | Hugging Face Transformers | ICD-10 | Kubernetes | Langchain | Language Models | Language Processing | Large Language Models | MLOps | Machine Learning | Matplotlib | Natural Language | Natural Language Processing | OpenAI API | Pinecone | Power BI | Prompt engineering | PyTorch | Python | R | ROUGE | Retrieval-Augmented Generation | SNOMED CT | SQL | Scikit-learn | Similarity Search | Spark | Tableau | TensorFlow | Vector similarity | Vector similarity search
Education
Roles
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