Staff Software Engineer, SmarterDx

• 10+ years of development experience with a focus on Machine Learning and MLOps roles
• Strong proficiency in Python and SQL, with experience in machine learning libraries (Pytorch, Tensorflow)
• 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
• Experience project managing a small team using a modern agile methodology
• Experiencing influencing a cross-disciplinary organization to adopt best practices
• 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

Desirable

• We are looking for a Staff Machine Learning Engineer to help us build a best in class ML Ecosystem to advance our product suite with clinical AI
• The ideal candidate works exceptionally well across disciplines and delivers high quality outcomes continuously, with a relentless focus on reliable systems and developer experience
• 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
• Our Tech Stack
• Python, PyTorch, pandas/Polars, Airflow, Snowflake, dbt, AWS, MLflow, Sagemaker, Terraform, K8s