Product Manager – Kimchi AI Coding Platform

🕒 October 31

🇬🇧 United Kingdom – Remote

⏰ Full Time

🟡 Mid-level

🟠 Senior

✅ Product Manager

👻 Ghost score 10%

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Cast AI

WebsiteLinkedInAll Job Openings

201 - 500 employees

Founded 2019

☁️ SaaS

🤖 Artificial Intelligence

🤝 B2B

SaaS • Artificial Intelligence • B2B

Cast AI is a SaaS platform that automates Kubernetes application performance, infrastructure, and cost optimization for cloud-native teams. It connects to EKS/AKS/GKE and on-prem clusters with no code changes, uses predictive models and runtime signals to rightsize pods, scale nodes, optimize GPUs and Spot instances, and run approved self-healing runbooks to maintain reliability and reduce cloud spend. Cast AI targets platform, SRE, and FinOps teams and supports AI/LLM workloads, GPU optimization, and real-time workload placement and cost intelligence.

📋 Description

• Explore customer needs, usage data, technology shifts, competitive products, and market signals to identify problems worth solving • Turn broad or poorly understood opportunities into clear problems, hypotheses, assumptions, and experiments • Lead 0→1 product development from insight or hypothesis to a usable customer product • Validate problems and solutions quickly, investing further or killing ideas based on evidence • Make prioritization decisions about what to pursue, defer, or not build • Run customer discovery, observe workflows, and understand motivations and constraints • Partner with engineering and design to shape solutions and evaluate technical trade-offs • Define customer and business outcomes and establish success metrics • Drive adoption after launch and assess customer usage and value • Write concise product narratives, one-pagers, PRDs, and decision documents • Help shape Kimchi’s product, customer understanding, market approach, and organization

🎯 Requirements

• Significant experience owning software products end-to-end, with judgment and independence expected from a Senior Product Manager • Strong 0→1 experience taking products or significant product areas from unclear opportunity through discovery, validation, launch, and iteration • Track record of navigating ambiguity • Excellent problem selection and product judgment • Experience in greenfield, rapidly changing, or emerging domains • Strong customer discovery skills • Strong analytical thinking using qualitative evidence, product data, market signals, and technical constraints • Strong written and verbal communication • Experience working closely with highly technical engineering teams • Technical curiosity sufficient to understand the systems being built • Bias toward experimentation and learning • Comfort making decisions with imperfect information and changing direction based on new evidence • Hands-on use of modern AI tools, including exploration of LLMs and agents • Experience with developer tools or products for software engineers, AI/ML products, LLM infrastructure, AI agents, AI-powered developer tools, infrastructure, platforms, APIs, technically complex B2B products, product-market-fit discovery, early-stage startups or new product initiatives, or enterprise products with direct customer access during discovery and development is a plus

🏖️ Benefits

• Competitive salary • Flexible, remote-first global environment • Equity options • 10% of work time on personal projects or self-improvement • Learning budget for professional and personal development, including international conferences and courses • Annual hackathon • Team-building budget and company events • Equipment budget • Extra days off • Background check conducted through Checkr at the final recruitment stage

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