Software Engineer - Machine Learning Platform
Description For Software Engineer - Machine Learning Platform
PathAI is seeking a Software Engineer for their Machine Learning Platform team. The role involves designing ML orchestration pipelines, working with various systems and technologies, collaborating with cross-functional teams, and driving high engineering standards. The ideal candidate will have 1-4 years of software engineering experience with Python or any object-oriented programming language, experience with ML systems, and strong software engineering skills. The company's mission is to improve patient outcomes with AI-powered pathology, leveraging modern approaches in machine learning. PathAI offers a diverse and passionate work environment, focusing on solving challenging problems and making a significant impact in the field of AI-powered pathology. This position offers the flexibility of working in Boston, MA or remotely, making it an excellent opportunity for those seeking to contribute to cutting-edge technology in healthcare while maintaining work-life balance. PathAI is committed to equal opportunity employment and fostering a workplace free of discrimination and bias.
Responsibilities For Software Engineer - Machine Learning Platform
- Design ML orchestration pipelines and engineering infrastructure to support enterprise machine learning systems at scale
- Work with a wide range of systems, processes, and technologies on both the front-end and back-end
- Design and document changes and additions to the architecture of the application platform
- Collaborate with product, design, machine learning, and systems infrastructure teams
- Drive and uphold high engineering standards and promote code quality
- Identify and evaluate new technologies to improve performance, maintainability, and reliability of machine learning systems
- Support model development, with an emphasis on audibility, versioning, and reproducibility
- Facilitate the development and deployment of proof-of-concept machine learning systems
Requirements For Software Engineer - Machine Learning Platform
- Bachelor's degree in Computer Science or related field, or foreign degree equivalent
- 1-4 years of software engineering experience with Python or any object-oriented programming language
- Experience developing and maintaining ML systems built with open source tools
- Strong software engineering skills in complex, multi-language systems
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