Senior Data Scientist
3 days ago
About the Position:
We are seeking a Senior Data Scientist to join our AI team at Altea Healthcare. This is a critical role that requires a strong background in AI and machine learning, as well as excellent communication and collaboration skills. The ideal candidate will have experience designing, implementing, and deploying AI/ML models and applications to improve care delivery and quality for post-acute patients.
Key Responsibilities:
- Develop and deploy production-ready ML models with a focus on scalability and monitoring across a broad range of applications within healthcare
- Collaborate with machine learning scientists and data engineers to translate prototype code to production-ready code
- Set up and maintain end-to-end pipelines including data ingress, egress, model inference, and model retraining
- Build high-performance deployment architectures and model monitoring systems
- Incorporate feedback from cross-functional teams and refine the ML-driven applications through quick iteration cycles
- Maintain best practices of MLOps practices within the healthcare industry
- Document the system architecture, design decisions, and codebase to facilitate future maintenance and enhancements
Requirements:
- Proven experience in deploying, scaling, integrating, and maintaining generative AI applications
- Strong expertise in unit testing and regression testing to ensure quality and stability
- Preferred: Experience working with Azure DevOps, Azure App Services, and Azure Functions
- Preferred: Experience with fine-tuning and pre-training language models and embedding models
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