AI-Driven Cloud Ops & Demand Forecasting Specialist

Socket.dev; Los Angeles (CA); On-site; USD 186,000 - 269,000; Full time

Job summary

Google Cloud accelerates every organization’s ability to digitally transform its business and industry. The Cloud Infra & AI Agent Specialist will own projects across four pillars: agentic tools engineering, demand forecasting, capacity planning, and performance management.

You will embed yourself in core operations, identify AI tooling opportunities, develop an implementation roadmap, and build agent frameworks that integrate with GTM and capacity systems to automate workflows and scale impact.

Qualifications

• Bachelor's degree in Computer Science, Engineering, Finance, or equivalent practical experience.
• 8 years of experience in data analysis.
• Experience with Agentic programming or application development.
• Experience in data analytics tools and languages, including advanced SQL, BigQuery, Looker, or similar.
• Experience in cloud infrastructure, including IaaS compute, storage, and networking products.

Responsibilities

• Architect, build, and deploy custom Agentic solutions to streamline complex operations and manual regional workflows.
• Partner with capacity planning to design, implement, and operate capacity allocations forums for Compute (CPU), Storage, and AI Chips (TPU/GPU), automating and scaling global signaling processes.
• Evaluate, audit, and optimize complex cross-functional GTM systems by embedding autonomous intelligence models and feedback loops directly into core infrastructure decision-making.
• Leverage first class machine learning and AI tools to automate demand forecasting. Use customer consumption & pipeline data to seize demand and make procurement decisions against those signals.
• Build and scale robust performance management systems and database platforms to track revenue-based metrics across data center revenue, sales regions, and demand forecasting.]
• CoT_job_summary_short
• COMPANY NAME: Google Cloud
• KEY POINTS: Agentic tooling, demand forecasting, capacity planning, performance management

Skills

Data analysis

Agentic programming

SQL

BigQuery

Looker

Cloud infrastructure

IaaS

Education

Bachelor's degree in CS/Engineering/Finance or equivalent

Master's or PhD in a quantitative field

Tools

SQL

BigQuery

Looker

Job description

Google Cloud accelerates every organization’s ability to digitally transform its business and industry. The Cloud Infra & AI Agent Specialist will own projects across four pillars: agentic tools engineering, demand forecasting, capacity planning, and performance management.

You will embed yourself in core operations, identify AI tooling opportunities, develop an implementation roadmap, and build agent frameworks that integrate with GTM and capacity systems to automate workflows and scale impact.