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Jobs/Product Manager - AI-Native Business Systems
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Product Manager - AI-Native Business Systems

Ohalo

$140K–190K/yrSouth San Francisco, California, United StatesFull-time5-10 yearsOn-site
Posted 19 hours ago· America/Los_Angeles· South San Francisco, California, United States

Why This Is a Good Vibe Coding Job

Why This Is a Good Vibe Coding Job: This role is a rarity because the job description explicitly calls for candidates who use vibe coding platforms for daily prototyping and workflow design. You will leverage Model Context Protocol (MCP) and agent orchestration to bridge the gap between scrappy AI experiments and hardened enterprise infrastructure. It is the perfect fit for a technical PM who prefers shipping functional AI-assisted code over just writing static requirements.

The Mission

Ohalo is scaling their breakthrough agricultural technology and needs a technical product leader to architect a unified, AI-driven operating system for the entire enterprise. You will move the company away from disconnected manual processes toward a streamlined environment powered by agentic workflows and intelligent automation. This role is about taking foundational AI capabilities and turning them into practical, high-impact business systems that handle everything from commercial operations to back-office administration.

Vibe Coding & Technical Stack

This position is tailor-made for a PM who 'builds' rather than just 'manages.' You will be expected to use modern AI development practices to move fast. Key responsibilities include:

  • Utilizing agentic coding harnesses and AI tools to rapidly prototype new operational workflows.
  • Implementing and governing Model Context Protocol (MCP) to provide agents with secure, reliable access to internal tools.
  • Leveraging SQL and Python to establish a definitive 'ground truth' for company-wide KPIs.
  • Developing AI evaluation frameworks (evals) to monitor agent performance, accuracy, and cost-to-serve.

Growth & Impact

You will have the mandate to eliminate operational friction across every department. By preventing tool sprawl and enforcing high-quality data architecture, you will ensure the company's growth is supported by a scalable, AI-native infrastructure. This is an opportunity to lead the transition from a patchwork of apps to a sophisticated, unified digital layer in a high-growth biotech environment.

Education

  • bachelor degree

Skills & Tags

Product ManagementSQLPythonAI InfrastructureAgent OrchestrationModel Context ProtocolData ArchitectureBusiness SystemsOperational EfficiencyPrototypingKPI GovernanceSystem IntegrationCross-functional CollaborationTechnical DeliveryAutomation

Keywords

Product ManagerAI-NativeBusiness SystemsBoosted BreedingAgentic WorkflowsInfrastructureModel Context ProtocolMCPSQLPythonAPIData ArchitectureEvalsKPIAutomationPrototypingPlatform GovernanceData WarehouseGraph DatabasesMLOpsBizOpsProductOpsLife SciencesAgricultureOperational Scaling

Categories

TechnologySoftwareData & AnalyticsManagement & LeadershipAgriculture

Listing transparency: Job facts are based on the original employer or job-source listing. GoodVibeCode may use AI assistance to summarize and structure the description, followed by editorial checks.

Source: greenhouse

Last reviewed: Aug 8, 2026. How we source and review jobs.