Senior Algorithm Research Engineer

October 29

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Diabetes Youth Families

WebsiteLinkedInAll Job Openings

11 - 50 employees

Founded 1938

⚕️ Healthcare Insurance

🔧 Hardware

Description

• The Senior Algorithm Research Engineer role is responsible for research and development of AI, machine learning, and neural network principles into Insulet’s brand new and strategic insulin therapy optimization solution for patients and healthcare providers. • You will be developing analytics to gain insights of device settings, usage patterns, failure modes, and clinical outcomes. • Using machine learning and pattern recognition techniques, you will develop algorithms to recommend optimal pump parameters to achieve the best clinical outcome. • As one of the first team members to focus on AI, machine learning, and neural network concepts in automated insulin delivery systems, you have the opportunity to shape the technical framework and grow your role within the company tremendously. • Develop and implement algorithms for insulin pump therapy optimization incorporating AI, machine learning, and neural network principles. • Apply AI, machine learning, and neural network principles to leverage Insulet’s industry-leading data capabilities and refine advanced transformer models for automated insulin delivery control. • Present findings to leadership and non-specialists in relation to business objectives. • Work with IT and cross-functional teams to identify data sources, design data ingestion and data storage platforms. • Develop data clean up and preprocess scripts as needed. • Explore data patterns using existing data science tools and self-created programs. • Mentor junior engineers. • Performs other duties as required.

Requirements

• Masters or Ph.D. degree in Computer Science, Electrical and Computer Engineering, or a closely related field is required. • At least 5 years of work and research experience on machine learning, artificial intelligence, or statistical inferences. • Experience in medical device or healthcare industries is desirable. • Demonstrated proficiency in one or more analytic software tools, such as Python, R, Matlab, etc. • Demonstrated proficiency in SQL and one or more relational databases, such as Oracle, Teradata, Microsoft SQL Server, etc. • Experience in C/C++, C#, Java programming is a plus. • Experience in Business Intelligence tools, such as Tableau, Spotfire, Cognos, is a plus. • Demonstrated knowledge of software engineering principles and practices. • Ability to work independently without detailed guidance, yet maintaining effective communications with leaders and stakeholders.