Cloud Architect
7 days ago
- Develop and maintain automated testing and deployment pipelines for ML models, ensuring seamless integration with our cloud infrastructure.
- Collaborate with cross-functional teams to design and implement health metrics for deployed models, providing actionable insights to improve performance.
- Oversee re-training pipelines to guarantee continuous model updates and optimization, aligning with business objectives.
- Implement best practices to optimize model performance, reducing computational costs and minimizing latency.
- Adopt a full product ownership mindset, driving issue resolution and effective communication with stakeholders.
Requirements:
- Bachelor's or Master's degree in Computer Science or equivalent industry experience.
- 3+ years of software development experience, with a focus on scaling ML training and data pipelines and working with distributed systems.
- Experience with cloud services (e.g., AWS, Azure) and proficiency with modern deep learning libraries and frameworks (PyTorch, Lightning, Ray).
- Strong written documentation skills to document code, architectures, and experiments.
About Us:
Autodesk is a leader in the design, creation, and management of digital content. We're passionate about empowering innovators to bring their ideas to life, shaping the world through technology and imagination. As an Autodesker, you'll be part of a collaborative, inclusive community that values diversity, equity, and inclusion.
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