
Cloud Architect for Pharmaceutical Industry
3 days ago
The primary role of this position is to design and develop a cutting-edge AI infrastructure on the AWS cloud platform, tailored for pharmaceutical business use-cases.
Key Responsibilities:
- Lead the architecture and design of a GPU-based AI infrastructure platform with a focus on supporting Generative AI workloads and advanced analytics for pharma business use-cases.
- Work closely with biomedical research scientists to develop technical solutions for ML/Ops hosted on K8 EKS clusters.
- Oversee data storage, retrieval, and processing pipelines, ensuring efficient handling of large datasets.
- Implement robust security measures for multi-cloud environments and ensure compliance with industry standards.
- Collaborate with biomedical research and data scientists to understand their needs and translate them into technical solutions.
- Optimize performance and cost-efficiency of the platform, including monitoring and scaling resources as needed.
- Stay updated with the latest trends and technologies in AI and cloud infrastructure, exploring new ways to enhance the platform's capabilities.
Requirements:
- Strong technical experience delivering infrastructure services across geographic and business boundaries.
- Experience working with GPU-based AI infrastructures and NVIDIA DGX is highly preferred.
- Deep understanding of architecture and design with a focus on data science, ML/Ops, and bio science or pharma Gen AI foundational models.
- Extensive experience building infra solutions on AWS, particularly with services like AWS Bedrock, Amazon Q, SageMaker, ECS/EKS.
- Knowledge of containerization and orchestration technologies, such as Docker and Kubernetes.
- Experience with DevOps practices and tools, including CI/CD pipelines, IaC, and monitoring solutions.
- Excellent collaboration skills with business users, product teams, and security for implementing compliance.
- Good knowledge of implementing well-defined change management processes for platforms and products.
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