Healthcare AI Data Scientist — ML, NLP

Beth Israel Lahey Health; Boston (MA); On-site; USD 105,000 - 141,000; Full time

Job summary

Beth Israel Lahey Health seeks a Data Scientist to advance machine learning, NLP, and Generative AI in healthcare analytics. You will research and deploy models across development, testing, and production to improve patient outcomes and operational metrics, collaborating with clinicians and engineers.

You will build scalable ML services, perform feature engineering, evaluate model performance, and apply ML across the project lifecycle while embracing cloud platforms and modern frameworks.

Qualifications

• Bachelor's degree in a technical field or equivalent experience.
• 1-3 years of engineering experience in software and data science.
• Experience with Python and ML libraries is required.

Responsibilities

• Collaborate with stakeholders to document analytics problems and implement ML models to improve operations.
• Structure and normalize data with engineering and clinical teams.
• Engineer features, analyze statistics, develop novel ML techniques, and evaluate model performance.

Skills

Python

NumPy

Pandas

Scikit-learn

Matplotlib

Seaborn

PyTorch

TensorFlow

Keras

Education

Bachelor's degree in computer science, statistics, mathematics, engineering, or related field

Tools

Spark

AWS

Azure

GCP

Job description

Beth Israel Lahey Health seeks a Data Scientist to advance machine learning, NLP, and Generative AI in healthcare analytics. You will research and deploy models across development, testing, and production to improve patient outcomes and operational metrics, collaborating with clinicians and engineers.

You will build scalable ML services, perform feature engineering, evaluate model performance, and apply ML across the project lifecycle while embracing cloud platforms and modern frameworks.