Principal Machine Learning Engineer

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Accompany Health

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Description

•Accompany Health is on a mission to give low-income patients high-quality care. •We build long-term relationships with patients and collaborate with community organizations. •As a Principal Machine Learning Engineer, transform healthcare through AI and integrate services. •Drive change in healthcare and maintain a strong engineering culture.

Requirements

•5+ years of data engineering experience, including 3+ years focused on machine learning •Graduate degree in Computer Science, Statistics, or related quantitative field •You are entrepreneurial and mission-driven and can present your ideas with clarity and confidence •Problem solver who can thrive in a remote but collaborative team environment •Hands-on expertise in: •Developing and implementing modern LLM models and transformers •Developing and deploying ML models in a production environment •Strong Python, SQL, and ability to create efficient and maintainable code for machine learning applications •Develop, productize and maintain ML pipelines for model training, evaluation, deployment (such as AWS Sagemaker, Bedrock) •Design and Implement best practices for model versioning, experimentation, and reproducibility •Continuously improve our ML infrastructure for stability, scalability, observability, and security •Develop internal tooling and libraries to enhance ML workflow efficiency •Performing root cause analysis identify opportunities for improvement •Healthcare experience is valuable but not required