Senior Cloud AI/ML Engineer

3 weeks ago


San Diego, California, United States Yoh, A Day & Zimmermann Company Full time
Job Title: Senior Cloud AI/ML Engineer (Azure)

We are seeking a highly skilled Senior Cloud AI/ML Engineer (Azure) to join our team at Yoh, a Day & Zimmermann Company. The ideal candidate will have 7+ years of experience in designing, building, and monitoring Azure infrastructure, as well as implementing Azure AI/ML solutions and deploying models.

Key Responsibilities:
  • Oversee all aspects of development, modernization, and migration within a multi-cloud environment.
  • Design and establish a scalable infrastructure within Microsoft Azure tailored for AI workloads.
  • Apply best practices in Azure architecture focusing on security, scalability, and performance.
  • Integrate and configure essential services, including Azure Kubernetes Service (AKS), Azure Machine Learning, Azure Cognitive Services, and other AI tools.
  • Deploy Azure AI solutions to fulfill tenant requirements effectively.
  • Collaborate with development and data science teams to implement and operationalize machine learning models and AI services.
  • Automate deployment processes using CI/CD pipelines with Azure DevOps or similar platforms.
  • Monitor the health, performance, and security of the AI platform using Azure Monitor, Azure Security Center, and Azure Sentinel.
  • Assist tenants with troubleshooting, optimizing workloads, and resolving issues during their onboarding and scaling processes.
  • Provide continuous platform support, ensuring prompt resolution of incidents and service requests.
  • Identify performance enhancement opportunities within the AI infrastructure and implement optimization solutions.
  • Manage patching, updates, and enhancements to keep the platform secure and up-to-date.
  • Develop automation scripts to streamline cloud infrastructure management and boost operational efficiency.
  • Work collaboratively with cross-functional teams to ensure the successful integration of AI services while offering technical guidance to tenants and mentor junior team members.
  • Document infrastructure design, processes, and best practices.
Requirements:
  • 7+ years of relevant experience in the field.
  • Bachelor's degree in Computer Science, Information Technology, or a related discipline (equivalent work experience may be considered in lieu of a degree).
  • 5+ years of experience in designing, building, and monitoring Azure infrastructure.
  • Proven experience in implementing Azure AI/ML solutions and deploying models.
  • Experience cloud management and infrastructure-as-code tools like Terraform and Ansible.
  • Experience with AI/ML frameworks, such as TensorFlow and PyTorch.
  • Strong understanding of networking, security, and system architecture.
  • Certifications: Azure Certified Solutions Architect and Azure Certified Machine Learning.
  • Knowledge of Kubernetes and other container orchestration platforms is preferred.
  • Proficiency in scripting languages (e.g., Python, Bash) is preferred.


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