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AI Infrastructure Architect
1 week ago
At Purview, we are at the forefront of revolutionizing how artificial intelligence and human creativity converge. Our mission is to harness the immense potential of AI to drive innovation, solve complex challenges, and create a future where technology amplifies human potential.
We envision a world where AI is not just a tool, but a partner in crafting solutions that matter. Our vision is to lead the way in open innovation, leveraging AI to foster collaborative environments where ideas can flourish, and breakthroughs are routine.
Role Overview: We are seeking an experienced AWS DevOps Subject Matter Expert (SME) with specialized knowledge in AI infrastructure. The ideal candidate will have a deep understanding of AWS services, particularly in managing environments that support Machine Learning (ML) and Large Language Models (LLMs). This role is pivotal in designing, implementing, and maintaining robust and scalable cloud infrastructures for our AI-driven projects.
Key Responsibilities:
- Work closely with the head of infrastructure and head of AI to ensure close alignment with product roadmap priorities.
- Design, implement, and manage AWS infrastructure with a focus on AI applications, ensuring high availability, performance, and scalability.
- Manage GPU instances and optimize them for ML and LLM workloads.
- Implement and maintain ML tooling, including but not limited to MLflow, for efficient model training and deployment.
- Develop and maintain auto-scaling infrastructure, with experience in tools like Kubernetes and Carpenter.
- Utilize infrastructure as code (IaC) for efficient cloud environment management, with proficiency in tools such as Terraform.
- Ensure secure and compliant cloud infrastructure aligned with industry best practices.
- Collaborate with AI/ML teams to understand their needs and provide tailored infrastructure solutions.
- Monitor and optimize cloud costs and resource utilization.
- Stay updated with the latest advancements in AWS services and AI infrastructure technologies.
