AI DevOps Engineer II
Indexed description
Technical/Operational/Functional Expertise
What You Will Do:
- Create, maintain, and enhance automated product and AI/ML model deployments.
- Develop, modify, support, and maintain AWS-based components through Infrastructure as Code and automation (IaC).
- Enhance availability and incident management by implementing AI-driven observability and self-healing solutions based on predictive alerts.
- Continuously improve monitoring, logging, and AIOps capabilities, enabling us to be proactive instead of reactive.
- Conduct risk assessments and business impact analyses to identify potential threats and their impact on business operations and AI workflows.
- Design and configure DR solutions on AWS, including backup, replication, and failover strategies for infrastructure and vector/data stores utilizing services such as AWS Backup, AWS Elastic Disaster Recovery, and Lambda.
- Maintain and improve the current CI/CD and MLOps pipelines (GitHub Workflows & Jenkins).
- Utilize strong Python knowledge for operational automation, API integration, and AI workflow support.
- Apply proficiency in Terraform for Infrastructure as Code to manage AWS resources (including compute, storage, and GPU/EKS clusters).
- Write Shell and PowerShell scripts for system automation.
- Execute application and AI model deployment automation using Ansible, Terraform, Kubernetes, and model-serving frameworks.
- Review and maintain IaC repositories in Bitbucket and GitHub.
- Manage end-to-end deployments and AI/ML infrastructure pipelines.
- Meet and achieve goals for Key Performance Indicators, Service Level Agreements, and Operating Level Agreements.
- Maintain high levels of system uptime and model availability.
- Create, define, manage, track, and improve processes to ensure effective, automated services are being provided.
- AWS certifications such as Certified Solutions Architect or Certified DevOps Engineer preferred.
- Experience in a similar role within a large-scale enterprise environment working with DevOps or MLOps practices.
- 3 to 5 years of experience with monitoring and AIOps solutions (DataDog, Grafana, Nagios, New Relic).
- Proficiency with container technologies like Docker, Kubernetes, ECS, EKS, and model-serving runtimes.
- Familiarity with AI/ML infrastructure components, AWS SageMaker, vector databases, or LLM deployment frameworks.
- Strong knowledge of AWS services related to DR, including AWS Backup, AWS Elastic Disaster Recovery, Lambda, etc.
- Experience with Infrastructure as Code (IaC) tools such as AWS CloudFormation or Terraform.
- Familiarity with networking, security, and storage solutions on AWS tailored for high-performance AI workloads.
- Excellent problem-solving skills and attention to detail.
- Ability to work independently and as part of a team.
- Monitoring tools setup experience using Datadog, Grafana, etc. preferred.
- Working experience or strong foundational understanding of core AI competencies, including Agentic AI, Retrieval-Augmented Generation (RAG), Model Context Protocol (MCP), custom Skills creation, and Large Language Models (LLMs).
- Practical hands-on experience utilizing AI-assisted developer tools and environments, such as VS Code, GitHub Copilot, Gemini, and Cursor, to enhance productivity and automate infrastructure workflows.
- Accountability for assignments, timely delivery, and meeting or exceeding quality requirements.
- Continuous reduction of operational overhead through automated workflows and AIOps implementation.
Join a Values-Driven Team: Belong, Grow, Innovate.
At Trimble, our core values of Belong, Grow, and Innovate aren't just words—they're the foundation of our culture. We foster an environment where you are seen, heard, and valued (Belong); where you have an opportunity to build a career and drive our collective growth (Grow); and where your innovative ideas shape the future (Innovate). We believe in empowering local teams to create impactful strategies, ensuring our global vision resonates with every individual. Become part of a team where your contributions truly matter.
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