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Cloud Infrastructure Specialist
2 weeks ago
We are seeking a highly skilled Cloud Infrastructure Specialist to lead the design and development of an AI infrastructure on the AWS cloud platform tailored for pharmaceutical business use cases.
Main Responsibilities:- Design and develop a cutting-edge GPU-based AI infrastructure platform with a focus on supporting Generative AI workloads and advanced analytics for pharma business use cases.
- Collaborate 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.
- Work 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 up-to-date with the latest trends and technologies in AI and cloud infrastructure exploring new ways to enhance the platform's capabilities.
- 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 Sage Maker 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.