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Product Manager – AI Inference Platform

GMI Cloud
Mountain View, CA
Full-time

Product Manager – AI Inference Platform (PLG & Growth)

Role Overview: We are looking for a strategic Product Manager to lead the product planning, competitive benchmarking, and PLG (Product-Led Growth) conversion for our AI Inference Engine. You will directly influence the platform's product direction, growth efficiency, and commercial success.

Key Responsibilities:

1. Market Intelligence & Strategy: Conduct end-to-end commercial and market research. Continually benchmark against competitors to understand market needs and translate insights into actionable product strategies.

2. Product Roadmap & Execution: Define and iterate the platform-level roadmap. Demonstrate strong judgment in trade-offs and prioritization amidst uncertainty to drive successful delivery.

3. Growth Ecosystem (Developer & SMB): Build and optimize the growth lifecycle for developers and SMB users—covering onboarding, activation, retention, and scalability.

4. UX & PLG Conversion: Leverage a deep understanding of Console and self-service platform experiences to drive PLG conversion (Trial → Paid → Expansion).

5. Data-Driven Optimization: Continuously refine conversion funnels based on data. Take full ownership of core product experience and PLG metrics (activation rate, retention, and revenue).

6. Cross-Functional Collaboration: Partner closely with Engineering, Growth, and Marketing teams to transform platform capabilities into reproducible success stories.

Qualifications:

1. Experience: 3–5 years of PM experience with a background in Platform, Developer Tools, or SaaS products.

2. Revenue Impact: Proven track record of managing platform products with a significant revenue scale (USD 10M+).

3. End-to-End Delivery: Experience building core products or platforms from 0 to 1 and managing revenue funnels.

4. Growth Track Record: Demonstrated success in driving tangible growth or revenue uplift for SMB or developer users through specific features or product mechanisms.

5. Strategic Thinking: Strong capacity for independent commercial thinking; proactive in researching markets and competitors.

6. Domain Expertise: Mature understanding and hands-on experience in SMB user needs, Console UX design, and PLG growth logic.

7. Result-Oriented: A strong sense of ownership over conversion and growth KPIs.

Preferred Qualifications (Plus):

1. Experience with AI MaaS (Model-as-a-Service), Cloud platforms, API-based products, or Generative AI applications.

2. Hands-on experience in SMB pricing strategy, packaging design, or self-service billing systems.

3. Familiarity with PLG growth models and the ability to drive product decisions through data analytics.

Applications go to the hiring team directly