Sr. Staff AI Developer
Core
Design and implement advanced AI/ML solutions to build predictive models for patient and donor risk assessment, integrating AI capabilities into production systems for healthcare and life sciences.
Role type
Sr. Staff AI Developer (Healthcare/Life Sciences)
Builds
Scalable AI architectures, predictive risk models, and integrated production applications
Domain
Healthcare / Life Sciences / Artificial Intelligence
Deliverable
production ML models
Required skills
Python, C#.Net, Java, C++, TensorFlow, PyTorch, Scikit-learn, NLP frameworks, Pandas, NumPy, REST APIs, statistics, probability, data structures, version control
Preferred skills
Generative AI, LLMs, HL7, FHIR, AWS SageMaker, Azure AI, Google Vertex AI, MLOps tools (MLflow, Kubeflow, Docker, Kubernetes), big data tools (Spark, Kafka), clinical analytics, epidemiology, biostatistics
Technologies
AWS, Azure, Google Cloud, GitHub
Responsibilities
Design, develop, and deploy AI/ML models and algorithms; Build predictive models for patient and donor risk assessment; Work with structured and unstructured healthcare/life sciences data; Perform data preprocessing, feature engineering, and model evaluation; Integrate AI models into production systems via APIs or microservices; Optimize model performance, accuracy, and interpretability; Monitor, retrain, and maintain models in production (MLOps practices); Ensure compliance with healthcare regulations (HIPAA, FDA, GDPR as applicable); Apply ethical AI practices, including bias detection and model transparency
Seniority
Sr. Staff, hands-on IC