Forward Deployed Data Scientist
Core
Partner with health systems to translate messy healthcare data into actionable insights and ML-ready pipelines, validating data and deploying models to accelerate clinical registry abstraction.
Role type
Forward Deployed Data Scientist (Healthcare AI)
Builds
ML and LLM-based models and analytics pipelines for clinical registry abstraction
Domain
Healthcare / Clinical Analytics / Large Language Models
Deliverable
production ML models
Required skills
Python, PyTorch, Tensorflow, HuggingFace, ML Ops tools (Airflow, MLflow, dbt, Docker), data manipulation, data evaluation, LLM techniques
Preferred skills
EHR systems (Epic, Cerner), forward deploy/field data science experience, clinical analytics background
Technologies
Python, PyTorch, Tensorflow, HuggingFace, Airflow, MLflow, dbt, Docker
Responsibilities
Partner with health systems to understand data and workflows; Design and execute data/ML investigations on structured and unstructured datasets; Deploy and operationalize ML/LLM models; Collaborate with customer success to improve user engagement via data analysis; Build reusable playbooks and tools; Stay current on emerging ML/NLP/healthcare technologies
Seniority
Mid-level, hands-on IC