Senior Machine Learning Engineer

November 28

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SmarterDx

WebsiteLinkedInAll Job Openings

11 - 50 employees

🤖 Artificial Intelligence

⚕️ Healthcare Insurance

💰 $6M Seed Round on 2022-04

Description

• Develop, deploy, and maintain machine learning models and pipelines in production environments. • Work closely with data scientists, data engineers, and application engineers to integrate ML models into the broader SmarterDx platform. • Craft, implement, and maintain MLOps tools and practices, including continuous integration, delivery, and monitoring of machine learning systems. • Optimize model performance and scalability, ensuring high reliability and efficiency. • Build tools to improve the lives of our data scientists. • Contribute to the design and architecture of our ML systems.

Requirements

• 5+ years of experience in machine learning engineering or MLOps roles. • Strong proficiency in Python and SQL, with experience in machine learning libraries (e.g., scikit-learn, PyTorch) and data manipulation (e.g., pandas, SQL). • Experience with deploying and managing ML models in production environments, including familiarity with Docker, Kubernetes, or similar technologies. • Understanding of CI/CD best practices for machine learning, including automated testing and deployment pipelines. • Experience with cloud platforms (preferably AWS) and their machine learning services. • Familiarity with infrastructure as code (e.g., CDK, Terraform) and configuration management tools. • Strong understanding of data engineering and architecture principles. • Excellent collaboration and communication skills, with a passion for solving challenging problems in a team environment.

Benefits

• Medical/dental/vision benefits • 401k • Free One Medical membership • Parental leave • Remote first • Minimal bureaucracy • Incredible teammates!