Applied Scientist, Patient Intelligence - Healthcare ML

Bask Health; United States; Remote; USD 120,000 - 170,000; Full time

Job summary

Bask Health in the United States is seeking an Applied Scientist, Patient Intelligence to build ML models that enhance patient experiences and drive product decisions. You will work with structured data, event data, and healthcare-related information to develop predictive capabilities and segmentation approaches.

You will collaborate with product managers, data specialists, ML engineers, and software engineers to design experiments, evaluate models, and translate findings into production-ready

Qualifications

• 3+ years of professional experience in applied ML, data science, or related field.
• Strong Python skills for ML and statistical analysis.
• Experience with real-world datasets and modeling workflows.
• Knowledge of supervised learning, classification, regression, and evaluation.
• Experience with SQL and structured data.
• Ability to translate business questions into analytical problems.
• Experience communicating findings to non-technical stakeholders.
• Familiarity with reproducible research and version-controlled development.

Responsibilities

• Develop ML models to improve patient experience and operational intelligence.
• Analyze patient journey data to identify friction and opportunities.
• Build predictive models for engagement and workflow outcomes.
• Develop segmentation models for patient experience patterns.
• Design experiments to assess feature effectiveness and impact.
• Collaborate with product managers and engineers to productionize models.
• Evaluate model performance and monitor drift; address data quality issues.
• Document modeling assumptions and limitations for stakeholders.

Skills

Python programming

Data analysis

Experiment design

Communication with stakeholders

Independent project ownership

Statistical modeling

Problem solving

Education

Bachelor's degree in Computer Science or related field

Tools

scikit-learn

PyTorch

TensorFlow

XGBoost

SQL

Git

AWS

Experiment tracking tools

Jupyter/Notebook

Feature stores

APIs & cloud deployment

Cursor

Claude Code

Job description

Bask Health in the United States is seeking an Applied Scientist, Patient Intelligence to build ML models that enhance patient experiences and drive product decisions. You will work with structured data, event data, and healthcare-related information to develop predictive capabilities and segmentation approaches.

You will collaborate with product managers, data specialists, ML engineers, and software engineers to design experiments, evaluate models, and translate findings into production-ready