Senior Engineer, AI/Machine Learning
Core
Design, develop, and deploy scalable AI/ML models for prototyping and production, building end-to-end data pipelines, and optimizing model performance.
Role type
Senior IC machine learning engineer
Builds
Scalable AI/ML models and data pipelines
Domain
Healthcare technology / AI and Machine Learning
Deliverable
production ML models
Required skills
Python, Java, C++, TensorFlow, PyTorch, Scikit-learn, Keras, machine learning algorithms, statistics, data structures, AWS, cloud infrastructure, Git, deep learning techniques (CNNs, RNNs, GANs), Apache Kafka, Airflow
Preferred skills
Hadoop, Spark
Technologies
TensorFlow, PyTorch, Scikit-learn, Keras, AWS, Apache Kafka, Airflow, Hadoop, Spark, Git
Responsibilities
Design and deploy scalable AI/ML models for prototyping and production; Collaborate with cross-functional teams to define requirements and ideate solutions; Build end-to-end data pipelines for collecting, processing, and analyzing large-scale datasets; Drive research and experimentation to explore new AI/ML techniques; Improve and optimize model performance for robustness, scalability, and efficiency; Ensure code and model development follow best engineering practices
Seniority
Senior, hands-on IC