High-Performance AI/ML Infrastructure Specialist
5 days ago
Job Summary:
We are seeking a highly skilled High-Performance AI/ML Infrastructure Specialist to join our team at KLA-Tencor.
About the Role:
This is an exciting opportunity for a talented professional to work on developing and deploying advanced AI/ML infrastructure solutions, ensuring seamless integration and optimal performance within large-scale GPU clusters.
Key Responsibilities:
- Develop and deploy automation tools and monitoring solutions to streamline infrastructure management and reduce manual tasks.
- Collaborate with various teams to create a cohesive and integrated AI/ML infrastructure ecosystem.
- Implement and manage GPU infrastructure within Kubernetes clusters to support high-performance computing and AI/ML tasks.
- Deploy and manage open-source GenAI components, such as vector databases and various AI/ML models.
- Evaluate and integrate new open-source GenAI tools and technologies to enhance the platform's capabilities.
- Collaborate with research and development teams to implement and optimize innovative AI/ML models and algorithms.
- Ensure the security and compliance of open-source GenAI components within the infrastructure.
- Leverage High-Performance Computing (HPC) experience to optimize and manage large-scale AI/ML operations.
About KLA-Tencor:
KLA-Tencor is a global leader in diversified electronics for the semiconductor manufacturing ecosystem. Our teams thrive on tackling really hard problems, and life here is exciting. We focus on innovation, investing 15% of sales back into R&D, and work together with world-leading technology providers to accelerate the delivery of tomorrow's electronic devices.
About the IT Group:
The IT group at KLA-Tencor is involved in every aspect of the global business, focusing on enhancing technology that enables business growth and productivity, connecting people, process, and technology. We strive for technological excellence, customer service, and employee empowerment.
Compensation and Benefits:
The estimated salary range for this role is $120,000 - $180,000 per year, depending on qualifications and location. We offer a comprehensive benefits package, including medical, dental, and vision insurance, 401(k) matching, and paid time off.
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