Member of Technical Staff - Model Serving / API Backend Engineer

Strong proficiency in Python and its ecosystem for machine learning, data analysis, and web development Extensive experience with RESTful API development and deployment for ML tasks Familiarity with containerization and orchestration technologies (e.g., Docker, Kubernetes) Knowledge of cloud platforms (AWS, GCP, or Azure) for deploying and scaling ML services Proven track record in rapid ML model prototyping using tools like Streamlit or Gradio Experience with distributed task queues and scalable model serving architectures Understanding of monitoring, logging, and observability best practices for ML systems

Develop and maintain robust APIs for serving machine learning models Transform research models into production-ready demos and MVPs Optimize model inference for improved performance and scalability Implement and manage user preference data acquisition systems Ensure high availability and reliability of model serving infrastructure Collaborate with ML researchers to rapidly prototype and deploy new models