AI/ML Data Architect

7 days ago

Sydney, New South Wales, Australia Rackspace Full time
About the Role:
Rackspace is seeking a seasoned AI/ML Architect to enhance our talented team. The ideal candidate will have significant expertise in both traditional Machine Learning & newer Artificial Intelligence engineering and infrastructure, with an emphasis on Generative AI based systems. A thorough knowledge of public cloud platforms, specifically AWS, is crucial.

Key Responsibilities:
Develop and implement automation and DevOps methodologies, including CI/CD, Infrastructure as Code (IaC), and containerization, to establish a scalable Machine Learning and Artificial Intelligence infrastructure.
Design and execute automation strategies, encompassing DevOps pipelines, scripting, and Terraform-based Infrastructure as Code.
Engage actively in client sessions to understand and address their needs.
Prepare and maintain detailed technical documentation.

Requirements:
Experienced with machine learning frameworks (TensorFlow, PyTorch) and libraries (scikit-learn).
Proven hands-on experience with generative AI architectures, including design, training, and customization for LLM in text-to-text, image-to-text, and/or text-to-image projects.
Implement and customize generative AI architectures and approaches such as finetuning transformer based LLMs using PEFT methods like LoRA, QLoRA, etc.
Expertise in public cloud services, particularly in AWS.
Experienced working with Sagemaker, Bedrock, and other AWS AI and Machine learning services.
Experience with AWS managed services and understanding of cloud-based messaging/stream processing systems are critical.

Must Have:
AWS Cloud Professional level certification in AI/ML, Architecture, and Data.
10+ years of experience in customer-facing software/technology or consulting.
5+ years of experience with "on-premises to cloud" migrations or IT transformations.
5+ years of experience building, and operating solutions built on AWS (ideally) or Azure/GCP.
Technical degree: Computer Science, software engineering, or related.

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