Murata Vios is seeking to lower the cost of healthcare and improve patient outcomes through the utilization of internet-of-things medical-grade sensors and virtual patient care services. The company is looking for a Software Engineer specializing in AI and Machine Learning to design, develop, and implement AI/ML algorithms that enhance their medical devices and improve patient outcomes.
Requirements
- Proficiency in programming languages such as Python, R, and Java.
- Experience with machine learning frameworks and libraries (e.g., TensorFlow, Keras, PyTorch, scikit-learn).
- Knowledge of data analysis and visualization tools (e.g., Pandas, NumPy, Matplotlib, Tableau).
- Understanding of data preprocessing techniques and feature engineering.
- Knowledge of algorithms and techniques for supervised and unsupervised learning.
- Familiarity with cloud services (AWS, Azure, Google Cloud) for model deployment, management is a plus.
- Knowledge of FDA regulations, ISO standards (e.g., ISO 13485), and compliance requirements applicable to medical devices.
Responsibilities
- Develop and Implement AI/ML Models: design and develop machine learning algorithms that analyze medical data (e.g., images, biosignals) to support diagnostic and predictive capabilities.
- Data Management: collect, preprocess, and analyze large biomedical datasets, ensuring data integrity and compliance with privacy regulations (e.g., HIPAA).
- Algorithm Optimization: optimize existing machine learning models for performance, accuracy, and efficiency; conduct testing and validation according to regulatory standards (e.g., ISO 13485).
- Integration: collaborate with software engineers to integrate AI/ML models into existing software frameworks and ensure seamless operation of medical device systems.
- Documentation: prepare technical documentation such as design specifications, testing protocols, and user manuals in compliance with medical device regulations.
- Stay Updated: keep updated on the latest advancements in AI/ML technologies, best practices, and regulatory changes pertinent to the medical device industry.
- Support and Maintenance: provide ongoing support and enhancements for deployed models and algorithms based on user feedback and performance monitoring.
Other
- Hybrid from Woodbury, MN
- Master’s degree in computer science, Software Engineering, Machine Learning, Biomedical Engineering, or a related field, Ph.D. is preferred.
- 3+ years of experience in software development with a focus on AI/ML applications, preferably in the medical device or healthcare sector.
- Excellent problem-solving skills and a strong analytical mindset.
- Strong communication skills to collaborate effectively with team members and stakeholders.
