AI Infrastructure Solutions Architect

3 weeks ago

San Francisco, California, United States Unreal Gigs Full time
Unreal Gigs: AI Infrastructure Solutions Architect

We are seeking an experienced AI Infrastructure Solutions Architect to join our team at Unreal Gigs.

About the Role:

The successful candidate will design, deploy, and maintain the infrastructure that powers AI innovation. This role involves collaborating with data scientists, software engineers, and DevOps teams to ensure AI systems run efficiently, securely, and at scale.

Key Responsibilities:
  • Design and Build AI Infrastructure: Architect and implement scalable infrastructure that supports AI workloads, including machine learning model training, large-scale data processing, and real-time inference.
  • SUPPORT AI MODEL DEVELOPMENT AND DEPLOYMENT: Collaborate with data scientists and engineers to build pipelines that automate the end-to-end machine learning lifecycle, from data ingestion to model training, deployment, and monitoring.
  • OPTIMIZE AI WORKLOADS FOR PERFORMANCE: Implement strategies to optimize compute resources for AI workloads, including GPU/TPU provisioning, memory management, and parallel processing.
  • CLOUD AND ON-PREMISE INFRASTRUCTURE MANAGEMENT: Manage cloud-based AI platforms (AWS, GCP, Azure) as well as on-premise infrastructure for AI development.
  • AUTOMATION AND CONTINUOUS INTEGRATION/DEPLOYMENT (CI/CD): Implement and maintain CI/CD pipelines for machine learning models to enable rapid experimentation, testing, and deployment.
  • SECURITY AND COMPLIANCE: Ensure that the AI infrastructure complies with security best practices and regulatory requirements.
Requirements:

To be considered for this role, you should have:

  • Ai Infrastructure Expertise: Deep experience in designing and building infrastructure that supports AI and machine learning workloads.
  • CLOUD PLATFORMS AND TOOLS: Strong experience with cloud platforms like AWS, GCP, or Azure, particularly with AI services and infrastructure management.
  • AUTOMATION AND DEVOPS: Expertise in automating infrastructure provisioning and model deployment using tools such as Terraform, Ansible, Jenkins, or GitLab CI.
  • GPU/TPU OPTIMIZATION: Hands-on experience with GPU/TPU optimization for machine learning and deep learning tasks.
  • SECURITY AND COMPLIANCE: Strong understanding of security best practices, including data encryption, access management, and compliance with regulations like GDPR and HIPAA.
Benefits:

At Unreal Gigs, we offer a competitive salary of $140,000 per year, comprehensive medical, dental, and vision insurance plans, paid time off, flexible work schedules, professional development opportunities, wellness programs, life and disability insurance, and an Employee Assistance Program.

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