Impress employers and recruiters.
Choose from hundreds of resume examples.
Impress employers and recruiters.
Choose from hundreds of resume examples.
Tailor your resume to this AI Solutions Architect role.
Rezi rewrites your resume against Cast AI's job description. Free.
Tailor your resume to this AI Solutions Architect role.
Rezi rewrites your resume against Cast AI's job description. Free.
Don't guess if your resume is good enough.
See how it scores against the AI Solutions Architect posting at Cast AI — free, in seconds.
Don't guess if your resume is good enough.
See how it scores against the AI Solutions Architect posting at Cast AI — free, in seconds.
About the Role
You'll be the founding customer-facing engineer for our flagship Kimchi product within our Customer Success organization. Kimchi executes multi-model LLM workflows and autonomous agents with embedded governance and cost control. It intelligently routes across frontier and open-source models while enabling teams to establish strict budget caps, enforce model access policies, configure roles, and audit TCO via deep analytical tracking. Through Kimchi Studio, developers gain desktop access to agentic workflows, helping organizations accelerate adoption without sacrificing operational governance or spend visibility. This is a hands-on, individual contributor role where you will live at the intersection of inference optimization, autonomous coding agents, multi-model routing and LLM governance. You will have the unique opportunity to architect and execute the growth strategy that scales Kimchi adoption and creates new revenue expansion opportunities for our existing customers.
Responsibilities
- Lead hands-on demos of our flagship inference products - Kimchi Coding, Studio and Teleport.
- Set up Kimchi Studio workspaces within customer environments. Help teams configure worktrees, integrations (Slack, repos, docs), and skills so agents understand their conventions.
- Design and drive implementation of governance policies for customers: spending limits per team/developer, cost attribution by project, model routing preferences. Ensure hard budget caps function correctly for their organization.
- Help teams integrate Kimchi's serverless inference API. Optimize model selection and routing for their specific workloads (coding, reasoning, planning tasks).
- Translate customer feedback into product input. Highlight agent failures, Studio UX issues, and governance policy mismatches.
Requirements
- Deep hands-on experience with LLMs, including deployment, fine-tuning, evaluation, or debugging.
- Experience operating in a fast-moving, change-prone environment.
- Experience building or optimizing inference systems.
- Understanding of latency, throughput, and total cost of ownership.
- Ability to estimate costs and performance implications.
- Ability to explain complex inference concepts to non-ML engineers and their business relevance.
- Commercial thinking skills, including understanding revenue expansion and identifying/capturing expansion opportunities.
- Combination of technical excellence and entrepreneurial growth thinking.
Skills
- LLMs
- Inference optimization
- Autonomous coding agents
- Multi-model routing
- LLM governance
- Kubernetes
- Cloud infrastructure
- Product demos
- Customer integration
- Governance policy implementation
- Serverless inference API integration
- Model selection and routing
- Product feedback translation
Location
- Remote
Work Type
- Remote-first
- Full-time
Experience Level
- Individual contributor
Benefits
- Flexible, remote-first global environment
- Equity options
- Fast-paced workflow (1-4 week feature projects)
- 10% of work time for personal projects or self-improvement
- Learning budget for professional and personal development
- Team-building budget and company events
- Equipment budget
- Extra days off
About the Company
- Cast AI is an automation platform that operates cloud-native and AI infrastructure at scale.
- By embedding autonomous decision-making directly into Kubernetes and cloud environments, Cast AI continuously optimizes performance, reliability, and efficiency in production.
- Cast AI replaces tickets, alerts, and manual tuning with continuous automation that adapts infrastructure as conditions change.
- Over 2,100 companies rely on Cast AI, including Akamai, BMW, Cisco, FICO, HuggingFace, NielsenIQ, Swisscom, and TGS.
- Headquartered in Miami, with an international impact across 34 countries.
- Achieved unicorn status in January 2026 with a strategic investment from Pacific Alliance Ventures.
- Valuation exceeds $1 billion.
Equal Opportunity
- Global team, diverse perspectives
- Intentional approach to diversity across 34 countries spanning Europe, North America, Latin America, and APAC.