Staff Machine Learning Engineer - USA - NY - Remote

Teladoc Health is a global, whole person care company made up of a diverse community of people dedicated to transforming the healthcare experience. As an employee, you’re empowered to show up every day as your most authentic self and be a part of something bigger – thriving both personally and professionally. Together, let’s empower people everywhere to live their healthiest lives.

Join the red-hot field of healthcare technology and enjoy the opportunity to apply technical ingenuity and machine learning expertise to optimize Teladoc Health’s trailblazing member solutions. As our Staff Machine Learning Engineer, your fascinating and effective new approaches to ML will directly impact the health and happiness of our members. Currently we’re working with models and approaches such as LSTMs, VAEs, Doc2Vec, contextual bandits, and reinforcement learning. With these models, your work will drive clinical results and behavior-change outcomes, while reducing healthcare costs. Armed with insightful data, you can personalize member updates and recommendations, while continually improving our platform features. 

Leveraging innovative, advanced technology, you’ll contribute to our ability to rapidly expand our product offering, reaching more people, and addressing more health issues. With ML you’ll uncover key insights into member health and behavior, enabling us to personalize the platform for individuals and provide direct, measurable benefits. 

Essential Duties and Responsibilities 

• Design, prototype and build machine learning systems, frameworks, pipelines, libraries, utilities and tools that process massive data for ML tasks 

• Translate data science prototypes into scalable production implementations 

• Partner with data scientists to troubleshoot and optimize complex data pipelines 

• Deploy machine learning models into production 

• Build model deployment platform that can simplify implementing new models 

• Build end-to-end reusable pipelines from data acquisition to model output delivery 

• Mentor and …