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Bidbus

AI-powered consumer-to-dealer online car auctions

Senior Product Manager - Marketplace Growth

Full-TimeUpdated on 10/28/2026
$175k - $215k/yr+ Equity
Senior
Irvine, CA, USA
HybridATS lists hybrid; description also labels the Irvine role onsite.
ProductProduct Management

About the job

Requirements
  • At least 5 years of Product Management experience.
  • Experience building and scaling marketplace, growth, engagement, or recommendation products.
  • Strong understanding of experimentation, user behavior, growth loops, and product-led growth.
  • Strong analytical skills and comfort working with behavioral, cohort, and marketplace data.
  • Experience owning growth, engagement, marketplace, or transaction outcomes.
  • Ability to identify behavioral and marketplace constraints behind a metric rather than simply optimize a funnel.
  • Experience taking ambiguous problems from strategy and discovery through launch, experimentation, and iteration.
  • Strong product judgment, creativity, and systems thinking.
  • High ownership and comfort operating in a fast-moving startup environment.
  • Excellent communication and cross-functional leadership skills.
Responsibilities
  • Own the demand-side marketplace growth strategy, roadmap, experimentation agenda, and core key performance indicators.
  • Increase high-quality demand participation, bidding frequency, retention, and purchase frequency.
  • Build products that match each vehicle with multiple relevant buyers, improving recommendations, ranking, personalization, and discovery.
  • Create growth and engagement loops through marketplace experiences, gamification, incentives, promotions, notifications, auction mechanics, and other product bets.
  • Identify where demand and liquidity break down and build scalable product solutions across markets, vehicle segments, and buyer segments.
  • Use behavioral and marketplace data to continuously improve matching, engagement, and competitive price discovery.
  • Partner with Design, Engineering, Data, and Marketplace Operations to rapidly test, learn, and scale new ideas.
  • Lead ambitious 0-to-1 bets that can unlock step-change improvements in demand, liquidity, and transaction volume.
Desired Qualifications
  • Experience building marketplace matching, ranking, recommendation, pricing, or notification systems.
  • Experience with dealer, B2B, B2B2C, or transaction-platform products.
  • Automotive, logistics, commerce, mobility, or auction marketplace experience.
  • Experience launching products from 0 to 1 and scaling them across multiple markets.
  • Previous startup or high-growth company experience.

About the company

Bidbus runs an AI-native online marketplace that connects consumers selling used cars directly to dealerships through a competitive online auction. Sellers list their vehicle, receive a free quote, and enter a two-hour auction with 1,000+ verified dealers bidding, guided by an AI assistant; Bidbus facilitates the entire process and manages the workflow from pre-auction to post-delivery without taking ownership of the car. It differentiates itself by providing access to privately owned, well-maintained cars with lower mileage than typical rental fleets or repossessions, using a large dealer auction to drive higher bids. The company aims to expand beyond California into Arizona and Nevada, improve its AI capabilities, and grow its network to improve sourcing for dealers and selling outcomes for owners.

Company Size

11-50

Company Stage

Series A

Total Funding

$18.3M

Headquarters

Los Angeles, null

Founded

2020

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Benefits

  • Company Equity