Algorithm Engineer

Purpose

The Algorithm and Data Science team at VitalConnect is seeking an experienced Algorithm Engineer to help expand our product features and functionalities, driving a profound impact on patient lives and overall well-being. In this role, you will collaborate closely with a cross-functional R&D team to lead and support the development of advanced machine learning and deep learning algorithms deployed directly in our products. These algorithms are crucial to our mission and the continued success of the company. We are looking for an individual with a deep passion for the research and development of advanced physiological data analysis, who is eager to join a growing team dedicated to shaping the future of healthcare.

Responsibilities

• Develop, analyze, implement, and optimize novel biomedical machine learning and deep learning algorithms using sensor data.
• Own the end-to-end algorithm development lifecycle, encompassing data curation, model development, validation, deployment, and post-market monitoring.
• Work cross-functionally to define sensor and algorithm specifications, design and development goals, and key performance targets.
• Collaborate with sensor, firmware, mechanical, and software engineers to rapidly translate system concepts into functional prototypes.
• Conduct advanced exploratory data analysis and data visualization.
• Assist in designing small- and large-scale clinical studies to collect robust data for algorithm training and to demonstrate the feasibility of our technologies.
• Clinically validate that algorithms meet intended use and performance requirements using disciplined scientific and statistical methodologies.
• Support software and firmware engineering teams in the cloud and embedded implementation of algorithms.
• Contribute to the corporate patent portfolio and author technical publications.