Hayden AI
We deliver leading edge technology that powers safer, smarter, and more sustainable communities.
artificial intelligence • geospatial analytics • machine learning • computer vision • smart city
51 - 200
ML Ops Engineer
2 days ago
🏢 In-office - San Francisco
Hayden AI
We deliver leading edge technology that powers safer, smarter, and more sustainable communities.
artificial intelligence • geospatial analytics • machine learning • computer vision • smart city
51 - 200
Description
Optimize orchestration processes to ensure efficient deployment and management of AI models. • Implement cost-saving strategies to minimize infrastructure expenses while maximizing performance. • Upgrade throughput to enhance the scalability and responsiveness of our AI systems. • Collaborate with cross-functional teams to identify bottlenecks and implement solutions to improve workflow efficiency. • Ship new features and updates rapidly, maintaining a high level of quality and reliability. • Deploy and monitor machine learning models produced by deep learning engineers. • Design, deploy, and maintain performant and scalable processes to acquire and manipulate data and make datasets more easily accessible to the team. • Participate actively in the team's software development process, including design reviews, code reviews, and brainstorming sessions. Keep software development documents accurate and updated.
Requirements
5+ years of programming in one or more languages (Go, Python) • Strong experience with TensorRT and PyTorch, including optimizing and deploying machine learning models for production environments. • Ability to design, implement, and manage CI/CD pipelines that connect to real hardware, ensuring automated and reliable model deployment and updates. • BS or MS in Computer Science, Electrical Engineering, or a related field. • Proven experience in deploying machine learning models on physical devices, ensuring seamless integration and performance in real-world applications. • Demonstrated expertise in troubleshooting and optimizing both software and hardware systems to support efficient ML model deployment. • Strong teamwork and communication skills to collaborate with cross-functional teams, including data scientists, software engineers, and hardware specialists.
Benefits
Options for medical, dental, and vision coverage for employees and dependents (for US employees) • Flexible Spending Account (FSA) and Dependent Care Flexible Spending Account (DCFSA) • 401(k) with 3% company matching • Unlimited PTO • Daily catered lunches in our San Francisco office
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