Bayesian Health

Senior/Staff Machine Learning Data Scientist

Remote - US Only · Staff+

Sponsorship not specifiedDetected 273 days ago

PythonAlgorithmsSQLAWSMachine LearningPyTorchData ScienceMLOpsStatisticsForecastingSignal ProcessingHL7/FHIREHR/EMRResearch

About the role

We're a diverse team of clinicians, engineers, machine learning experts, product designers, and performance improvement leaders committed to enabling smarter, patient-specific care delivery through unlocking the power of data.
Our company has won many awards; most recent recognitions include: Forbes AI Top 50, World Economic Forum Tech Pioneer, Time Best Inventions, BioTech AI Company of the Year.

Model Prototyping: Develop and tune innovative, new ML models and labeler systems based on deep understanding of clinical use cases and state-of-the-art ML methods
Productionizing: The same models that you develop with production-grade Python
Deploying: Identify strategies for improving our production ML-based systems, and write, debug, and deploy production-grade Python code to implement those strategies
Experience writing production-grade Python and SQL code to implement and evaluate ML models in production systems
Develop and tune innovative, new ML models and labeler systems based on deep understanding of clinical use cases and state-of-the-art ML methods
The same models that you develop with production-grade Python
Identify strategies for improving our production ML-based systems, and write, debug, and deploy production-grade Python code to implement those strategies

Experience owning your ML models from prototyping to production, especially real-time algorithms that update dynamically across time
Track record of using statistics and performance metrics to compare end-to-end ML and product performance

Experience shipping breakthrough or 0-1 products from end to end, interpreting and leveraging State-of-the-Art methods to do so
You bring passion and enthusiasm to your work, and are excited to join a growing team to Get Stuff Done and save lives!
Experience with any of the following: PyTorch, PySpark, HL7, FHIR, EHR, time series data, signal processing, MLFlow, anomaly detection, Bayesian statistics, quantile regression, time-series forecasting
This policy applies to all terms and conditions of employment, including recruiting, hiring, placement, promotion, termination, layoff, recall, transfer, leaves of absence, compensation and training.
Ph.D. in a relevant field plus 3+ years experience shipping ML based software products

This policy applies to all terms and conditions of employment, including recruiting, hiring, placement, promotion, termination, layoff, recall, transfer, leaves of absence, compensation and training.

We're an early-stage startup on a mission to make healthcare proactive by empowering physicians, nurses, and care team members with real-time data to save lives.
Experience using messy clinical and health data to design new products for large Health Systems

Bayesian Health's mission is to improve patient outcomes by empowering clinicians with the insights they need to make the right decision for the right patient at the point-of-care. We're a diverse team of clinicians, engineers, machine learning experts, product designers, and performance improvement leaders committed to enabling smarter, patient-specific care delivery through unlocking the power of data.
We're funded by top tier tech and biotech investors: Andreessen Horowitz, American Medical Association's venture arm, Catalio Partners, and LifeForce Capital. Our company has won many awards
most recent recognitions include: Forbes AI Top 50, World Economic Forum Tech Pioneer, Time Best Inventions, BioTech AI Company of the Year.
Read more about our recent publication in Nature Medicine that associates our products with lives saved. https://www.bayesianhealth.com/sepsis-research/?__hstc=251652889.1e7598f5de0ed9b513da684474e8a044.1710861879595.1710945070565.1710971833587.3&__hssc=251652889.1.1710971833587&__hsfp=1890770568
Bayesian Health's mission is to improve patient outcomes by empowering clinicians with the insights they need to make the right decision for the right patient at the point-of-care.
We're funded by top tier tech and biotech investors: Andreessen Horowitz, American Medical Association's venture arm, Catalio Partners, and LifeForce Capital.
Andreessen Horowitz, American Medical Association's venture arm, Catalio Partners, and LifeForce Capital.

This listing is sourced directly from Bayesian Health's careers page and normalized into a canonical job model.