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Senior Product Manager – AI Infrastructure Solutions

Salt

Houston · Hybrid Full-time Senior 3w ago

About the role

A leading global technology organization at the forefront of AI infrastructure and large-scale compute platforms is seeking a Senior Product Manager – AI Infrastructure Solutions to help define and deliver next-generation AI factory environments supporting enterprise and sovereign AI deployments.

This role focuses on building integrated AI solutions that combine hardware, software, and ecosystem technologies into scalable, production-ready platforms for customers operating complex AI workloads. This is a hybrid position requiring approximately 2-3 days per week onsite.

The Role

You will define and drive the strategy, roadmap, and execution of large-scale AI infrastructure solutions that support model training, tuning, and inference across enterprise environments.

Working cross-functionally with engineering, architecture, go-to-market teams, and external partners, you will shape full-stack AI solution offerings from concept through launch and scale.

Key Responsibilities

  • Define and execute the vision, roadmap, and feature strategy for enterprise-scale AI infrastructure solutions.
  • Identify and integrate software components spanning internally developed, commercial, and open-source technologies.
  • Conduct market analysis, competitive research, and customer discovery to validate solution opportunities.
  • Translate customer requirements into technical specifications in partnership with engineering and solution architecture teams.
  • Drive build/partner/buy decisions across the software stack.
  • Lead end-to-end solution lifecycle from ideation through MVP development, launch, and iteration.
  • Establish success metrics such as adoption, customer impact, and solution performance.
  • Partner with legal, finance, pricing, and supply chain teams to support commercialization models and software resale frameworks.
  • Collaborate with sales and marketing to develop go-to-market strategy, enablement materials, and positioning.
  • Ensure solutions align with global data privacy, security, and responsible AI requirements.
  • Monitor emerging trends across generative AI, agentic systems, and applied enterprise AI platforms.

Qualifications & Experience

  • Bachelor’s degree in Computer Science, Engineering, Business, or a related discipline (advanced degree preferred).
  • 8+ years of product management experience, including at least 5 years delivering AI/ML platforms or infrastructure solutions.
  • Demonstrated success launching complex solutions spanning hardware, software, and services.
  • Strong understanding of the AI lifecycle, including model training, fine-tuning, and inference workflows.
  • Experience working with large language models, computer vision systems, or enterprise AI platforms.
  • Familiarity with cloud-based ML environments such as SageMaker, Azure ML, Vertex AI, or similar ecosystems.
  • Experience operating within agile product environments.
  • Exposure to high-performance computing environments supporting AI workloads is an advantage.
  • Strong analytical and market validation skills.
  • Excellent stakeholder communication across technical and executive audiences.
  • Comfortable operating in fast-moving, innovation-driven environments.

Skills

AIAI infrastructureAzure MLComputer VisionGenerative AILarge Language ModelsML platformsSageMakerVertex AI

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