Senior Machine Learning Engineer
CircadiaRemote Patient company
El Segundo, United StatesSenior
Headline
EIS Capital
GCI Capital (Toronto)
NOVIT Ventures
Redmile Group
Data & AI
About the role
TL;DR
Develop and own end-to-end clinical prediction models for a healthcare AI platform.
- •Circadia Health is a healthcare AI company focused on preventing hospitalizations in senior care.
- •This role is critical as the ML model is the core product, directly impacting the platform's capabilities.
- •Key Responsibilities Develop, train, and evaluate clinical prediction models using time series and EHR data.
- •Define prediction targets, build adjudication workflows, and understand data noise.
- •Build evaluation, backtesting, and regression infrastructure for model deployment.
- •Assess model performance across different settings and demographics.
- •Contribute to ML Ops for serving, deployment, and monitoring real-world performance.
- •Requirements 5+ years building ML models that reached production.
- •Strong Python, modern deep learning frameworks, and classical ML fluency.
- •Experience with time-series or sequential data.
- •Proficiency in evaluation practices for calibration, class imbalance, and temporal leakage.
- •Experience building evaluation, backtesting, or model regression infrastructure.
- •Strong SQL and experience with production data.
- •Experience presenting model behavior to non-technical stakeholders.
Required skills
PythonSQLscikit-learnPandasNumPyTensorFlowPyTorchDockerKubernetesAWSGoogle CloudAzure
Domain expertise
healthcare
Tech stack
PythonSQLTensorFlowPyTorchscikit-learnPandasNumPyDockerKubernetesAWSGoogle CloudAzure