Technical Product Manager
BobyardConstruction Estimation company
San Francisco, United States$160K - $180KSenior
8VC
Pear VC
Primary Venture Partners
Caffeinated Capital
Tishman Speyer
RXR
Product
About the role
TL;DR
Own a model-powered product surface end to end, ensuring model accuracy and customer satisfaction.
- •You'll own a model-powered product surface end to end: not writing specs and handing them off, but being the person engineering and customers both come to when the question is "why did the model do that, and what do we do about it." Key Responsibilities Own the roadmap for a model-powered product surface, from customer problem to shipped feature Read eval reports and confusion matrices well enough to argue with the CV engineers, not just relay their conclusions Make and defend accuracy/speed/cost tradeoffs
- •in the room with engineering, and directly with customers Build and maintain eval sets that keep the team honest about model performance Turn ambiguous customer complaints ("it missed something") into a specific, testable model or UX fix Work daily with our CV and ML engineers as a peer who understands the model, not a translator layer Requirements 4+ years in product, with real ownership of a model-powered feature (not just "worked with" a data science team) Fluent in model evaluation
- •precision, recall, false positive/negative tradeoffs, without needing it explained Has shipped 0-to-1 or a major iteration on an ML/CV-driven product in B2B SaaS Comfortable being the last line of defense on "will this model actually work" for customers and execs Fast learner
- •no construction background required, but you'll need to be dangerous in it within 30 days Ships fast, iterates in public, doesn't hide behind process
Required skills
Product ManagementComputer VisionNLPAgileProduct StrategyFeature PrioritizationCustomer DiscoveryProduct AnalyticsCompetitive AnalysisProduct OperationsGrowth StrategyMonetization StrategyProduct-Led Growth
Nice-to-have skills
Computer VisionFigma
Domain expertise
fintech
Benefits & perks
equity
Tech stack
Computer VisionNLPFigma