AI / ML Architect
Core
Designing, developing, and operationalizing advanced data science and machine learning solutions for intelligent features in healthcare products, specifically ultrasound systems.
Role type
Senior IC AI/ML Architect
Builds
Scalable data-driven systems and intelligent features for medical ultrasound equipment
Domain
Healthcare technology / Medical imaging
Deliverable
production ML models
Required skills
Machine learning model development and deployment, Python, TensorFlow, PyTorch, Scikit-learn, data pipeline design, Spark, Hadoop, cloud platforms (Azure, AWS, GCP), C/C++, C#, MLOps, CI/CD, model validation and testing
Preferred skills
Medical imaging data (DICOM), explainable AI (XAI), model governance, HIPAA/GDPR compliance, image processing
Technologies
Python, R, TensorFlow, PyTorch, Scikit-learn, Pandas, NumPy, Spark, Hadoop, Azure, AWS, GCP, C, C++, C#
Responsibilities
Lead end-to-end design of data science and ML solutions including pipelines and monitoring; Develop and validate predictive models and AI algorithms; Collaborate with software and hardware teams to integrate AI into products; Implement robust testing frameworks for regulatory compliance; Optimize data infrastructure and workflows; Lead adoption of MLOps best practices; Provide technical mentorship to data scientists and engineers
Seniority
Senior, hands-on IC with technical leadership