AI and Machine Learning Infrastructure Specialist
1 week ago
We are seeking a highly experienced AI/ML Architect to enhance our team's capabilities. The ideal candidate will have extensive expertise in traditional machine learning and artificial intelligence engineering, with a focus on generative AI systems. Strong knowledge of public cloud platforms, specifically AWS, is essential for this role.
Key Responsibilities:- Design and implement automation methodologies, including CI/CD, IaC, and containerization, to establish a scalable ML/AI infrastructure
- Develop and execute automation strategies, encompassing DevOps pipelines, scripting, and Terraform-based IaC
- Engage actively in client sessions to understand and address their needs
- Prepare and maintain detailed technical documentation
- Proven hands-on experience with machine learning frameworks (TensorFlow, PyTorch) and libraries (scikit-learn)
- Expertise in generative AI architectures, including design, training, and customization for LLMs in text-to-text, image-to-text, and/or text-to-image projects
- Experience working with Sagemaker, Bedrock, and other AWS AI and ML services
- 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
$150,000 - $200,000 per annum, depending on experience
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