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Product Manager – Kimchi AI Coding Platform

🔥 30 minutes ago

🇬🇧 United Kingdom – Remote

⏰ Full Time

🟡 Mid-level

🟠 Senior

✅ Product Manager

Where this job comes from

Posted on Cast AI's careers page, not through a job board

First seen by Remote Rocketship 30 minutes ago

Still open on Cast AI's site. Checked 7 minutes ago.

Logo of Cast AI

Cast AI

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; scale or discontinue ideas based on evidence • Make prioritization decisions about immediate, deferred, and deliberately excluded work • Conduct 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 how to measure them • Drive adoption and assess ongoing customer usage and value after launch • Write concise product narratives, one-pagers, PRDs, and decision documents • Help shape Kimchi’s product, customer, and market strategy • Collaborate with engineering, design, customers, and GTM from initial insight through validation, 0→1 development, adoption, and iteration

🎯 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 • Strong written and verbal communication • Experience working closely with highly technical engineering teams • Technical curiosity to understand the systems being built • Bias toward experimentation and learning • Comfort making decisions with imperfect information and changing direction when new evidence emerges • Hands-on use of modern AI tools, including exploration of LLMs and agents • Background check may be conducted at the final stage • Must not require visa sponsorship or a work permit • Preferred/standout experience includes developer tools, 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, new product initiatives, and enterprise products with direct customer access

🏖️ Benefits

• Competitive salary • Flexible, remote-first global environment • Equity options • 10% of work time for 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 • No visa sponsorship/work permit provided

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